{
  "star": "https://github.com/JasonColapietro/suede-creator-skills",
  "about": "Weekly feed of the Suede AI Skills Directory for agents and newsletters. Suede AI is excluded from every list. Quality scores measure published files, not runtime or security.",
  "quality_snapshot": "2026-10-22",
  "install_snapshot": "2026-11-08",
  "install_source": "https://skills.sh/",
  "stars_snapshot": "2026-11-08",
  "stars_since": null,
  "rising": [
    "heygen-com/hyperframes/hyperframes-cli",
    "heygen-com/hyperframes/media-use",
    "heygen-com/hyperframes/hyperframes",
    "heygen-com/hyperframes/hyperframes-registry",
    "vercel-labs/skills/find-skills",
    "vercel-labs/agent-browser/agent-browser",
    "mattpocock/skills/grilling",
    "heygen-com/hyperframes/remotion-to-hyperframes",
    "mattpocock/skills/grill-me",
    "heygen-com/hyperframes/figma",
    "mattpocock/skills/codebase-design",
    "mattpocock/skills/improve-codebase-architecture",
    "mattpocock/skills/code-review",
    "mattpocock/skills/grill-with-docs",
    "mattpocock/skills/domain-modeling",
    "mattpocock/skills/setup-matt-pocock-skills",
    "mattpocock/skills/tdd",
    "mattpocock/skills/handoff",
    "mattpocock/skills/diagnosing-bugs",
    "mattpocock/skills/research",
    "mattpocock/skills/wayfinder",
    "mattpocock/skills/to-tickets",
    "mattpocock/skills/to-spec",
    "mattpocock/skills/prototype",
    "mattpocock/skills/teach"
  ],
  "climbing": [
    "vercel/ai/ai-sdk",
    "coreyhaines31/marketingskills/paywalls",
    "coreyhaines31/marketingskills/video",
    "coreyhaines31/marketingskills/community-marketing",
    "coreyhaines31/marketingskills/popups",
    "coreyhaines31/marketingskills/prospecting",
    "coreyhaines31/marketingskills/aso",
    "coreyhaines31/marketingskills/image",
    "coreyhaines31/marketingskills/cold-email",
    "coreyhaines31/marketingskills/programmatic-seo",
    "heygen-com/hyperframes/remotion-to-hyperframes",
    "microsoft/azure-skills/azure-prepare",
    "cloudflare/security-audit-skill/security-audit",
    "coreyhaines31/marketingskills/ab-testing",
    "coreyhaines31/marketingskills/customer-research",
    "coreyhaines31/marketingskills/lead-magnets",
    "coreyhaines31/marketingskills/marketing-ideas",
    "coreyhaines31/marketingskills/revops",
    "nextlevelbuilder/ui-ux-pro-max-skill/ui-ux-pro-max",
    "coreyhaines31/marketingskills/directory-submissions",
    "heygen-com/hyperframes/figma",
    "microsoft/azure-skills/azure-diagnostics",
    "coreyhaines31/marketingskills/ad-creative",
    "coreyhaines31/marketingskills/sms",
    "anthropics/skills/internal-comms"
  ],
  "new_listings": [
    "geekflare/geekflare-skills/geekflare",
    "melmayssonowen/agent-skills/timetopost-social-scheduler",
    "melmayssonowen/agent-skills/timetopost-autoseo-blog",
    "melmayssonowen/agent-skills/clef-music-tools",
    "melmayssonowen/agent-skills/toolfound-launch-kit",
    "melmayssonowen/agent-skills/amazon-listing-checker",
    "melmayssonowen/agent-skills/sheetfolk-budget-builder",
    "eduardo-sl/go-agent-skills/go-api-design",
    "eduardo-sl/go-agent-skills/go-ci",
    "eduardo-sl/go-agent-skills/go-cli",
    "eduardo-sl/go-agent-skills/go-coding-standards",
    "eduardo-sl/go-agent-skills/go-concurrency-review",
    "eduardo-sl/go-agent-skills/go-context",
    "eduardo-sl/go-agent-skills/go-data-structures",
    "eduardo-sl/go-agent-skills/go-database",
    "eduardo-sl/go-agent-skills/go-design-patterns",
    "eduardo-sl/go-agent-skills/go-documentation",
    "eduardo-sl/go-agent-skills/go-error-handling",
    "eduardo-sl/go-agent-skills/go-grpc",
    "eduardo-sl/go-agent-skills/go-interface-design",
    "eduardo-sl/go-agent-skills/go-modernize",
    "eduardo-sl/go-agent-skills/go-naming",
    "eduardo-sl/go-agent-skills/go-observability",
    "eduardo-sl/go-agent-skills/go-performance-review",
    "eduardo-sl/go-agent-skills/go-refactoring",
    "eduardo-sl/go-agent-skills/go-troubleshooting",
    "sergebulaev/linkedin-skills/linkedin-employee-advocacy",
    "sergebulaev/linkedin-skills/linkedin-profile-optimizer",
    "trailofbits/skills/let-fate-decide",
    "eduardo-sl/go-agent-skills/go-build-release",
    "eduardo-sl/go-agent-skills/go-defensive-coding",
    "eduardo-sl/go-agent-skills/go-graphql",
    "eduardo-sl/go-agent-skills/go-semantic-tools",
    "eduardo-sl/go-agent-skills/go-test-quality",
    "eduardo-sl/go-agent-skills/go-test-table-driven",
    "k-dense-ai/claude-scientific-skills/generate-image",
    "k-dense-ai/claude-scientific-skills/hypogenic",
    "k-dense-ai/claude-scientific-skills/matchms",
    "k-dense-ai/claude-scientific-skills/ncats-arax",
    "k-dense-ai/claude-scientific-skills/neurokit2",
    "k-dense-ai/claude-scientific-skills/opentrons-integration",
    "trailofbits/skills/fp-check",
    "trailofbits/skills/pr-improver",
    "trailofbits/skills/skill-improver",
    "coreyhaines31/marketingskills/onboarding",
    "coreyhaines31/marketingskills/site-architecture",
    "eduardo-sl/go-agent-skills/git-commit",
    "eduardo-sl/go-agent-skills/go-dependency-injection",
    "eduardo-sl/go-agent-skills/go-project-layout",
    "google/skills/cloud-databases-onboarding"
  ],
  "topics": [
    {
      "id": "azure",
      "name": "Azure",
      "skills": 78,
      "weekly_installs": 210768,
      "change_pct": 11,
      "best": [
        "microsoft/azure-skills/python-appservice-deploy",
        "microsoft/azure-skills/azure-deploy",
        "microsoft/azure-skills/azure-resource-lookup"
      ]
    },
    {
      "id": "animation-motion",
      "name": "Animation and Motion Graphics",
      "skills": 23,
      "weekly_installs": 169962,
      "change_pct": -64,
      "best": [
        "anthropics/skills/slack-gif-creator",
        "heygen-com/hyperframes/hyperframes-keyframes",
        "heygen-com/hyperframes/hyperframes-core"
      ]
    },
    {
      "id": "skill-authoring",
      "name": "Skill Authoring",
      "skills": 37,
      "weekly_installs": 158633,
      "change_pct": -6,
      "best": [
        "trailofbits/skills/skill-improver",
        "mblode/agent-skills/agent-skills-creator",
        "nvidia/skills/skill-card-generator"
      ]
    },
    {
      "id": "sound-effects",
      "name": "Sound Effects",
      "skills": 3,
      "weekly_installs": 125947,
      "change_pct": -36,
      "best": [
        "heygen-com/hyperframes/hyperframes-audio",
        "heygen-com/hyperframes/media-use",
        "veniceai/skills/venice-audio-music"
      ]
    },
    {
      "id": "test-automation",
      "name": "Test Automation",
      "skills": 134,
      "weekly_installs": 92008,
      "change_pct": -8,
      "best": [
        "eduardo-sl/go-agent-skills/go-test-quality",
        "eduardo-sl/go-agent-skills/go-test-table-driven",
        "tronghieu/agent-skills/manual-tester"
      ]
    },
    {
      "id": "browser-agents",
      "name": "Browser Agents and Computer Use",
      "skills": 29,
      "weekly_installs": 87518,
      "change_pct": 10,
      "best": [
        "trailofbits/skills/chrome-mcp-troubleshooting",
        "lackeyjb/playwright-skill/playwright-skill",
        "browserbase/skills/browser-use-to-stagehand"
      ]
    },
    {
      "id": "web-scraping",
      "name": "Web Scraping and Browser Automation",
      "skills": 30,
      "weekly_installs": 87518,
      "change_pct": 10,
      "best": [
        "apify/agent-skills/apify-actor-development",
        "browserbase/skills/browser-use-to-stagehand",
        "browserbase/skills/autobrowse"
      ]
    },
    {
      "id": "cloudflare",
      "name": "Cloudflare",
      "skills": 20,
      "weekly_installs": 74983,
      "change_pct": -5,
      "best": [
        "mblode/agent-skills/multi-tenant-architecture",
        "expo/skills/eas-hosting",
        "cloudflare/skills/workers-best-practices"
      ]
    },
    {
      "id": "sql",
      "name": "SQL and Databases",
      "skills": 116,
      "weekly_installs": 55457,
      "change_pct": -17,
      "best": [
        "eduardo-sl/go-agent-skills/go-database",
        "google/skills/cloud-databases-onboarding",
        "google/skills/dbt-sf-to-bq-translator"
      ]
    },
    {
      "id": "supabase-firebase",
      "name": "Supabase and Firebase",
      "skills": 22,
      "weekly_installs": 55457,
      "change_pct": -17,
      "best": [
        "trailofbits/skills/firebase-apk-scanner",
        "google/skills/firebase-basics",
        "firebase/skills/firebase-remote-config-basics"
      ]
    },
    {
      "id": "git-version-control",
      "name": "Git and Version Control",
      "skills": 39,
      "weekly_installs": 53368,
      "change_pct": -8,
      "best": [
        "eduardo-sl/go-agent-skills/git-commit",
        "trailofbits/skills/github-triage",
        "obra/superpowers/using-git-worktrees"
      ]
    },
    {
      "id": "pull-requests",
      "name": "Pull Requests",
      "skills": 39,
      "weekly_installs": 50287,
      "change_pct": -8,
      "best": [
        "trailofbits/skills/pr-improver",
        "eduardo-sl/go-agent-skills/git-commit",
        "mblode/agent-skills/pr-babysitter"
      ]
    },
    {
      "id": "code-review",
      "name": "Code Review",
      "skills": 49,
      "weekly_installs": 49663,
      "change_pct": -3,
      "best": [
        "eduardo-sl/go-agent-skills/go-coding-standards",
        "eduardo-sl/go-agent-skills/go-concurrency-review",
        "eduardo-sl/go-agent-skills/go-performance-review"
      ]
    },
    {
      "id": "react-nextjs",
      "name": "React and Next.js",
      "skills": 30,
      "weekly_installs": 48873,
      "change_pct": -5,
      "best": [
        "mblode/agent-skills/scaffold-nextjs",
        "anthropics/skills/web-artifacts-builder",
        "jeffallan/claude-skills/nextjs-developer"
      ]
    },
    {
      "id": "deployment-hosting",
      "name": "Deployment and Hosting",
      "skills": 40,
      "weekly_installs": 45987,
      "change_pct": 3,
      "best": [
        "nvidia/skills/vss-deploy-detection-tracking-2d",
        "aws/agent-toolkit-for-aws/agents-deploy",
        "google/skills/google-cloud-recipe-onboarding"
      ]
    },
    {
      "id": "unit-testing",
      "name": "Unit Testing",
      "skills": 42,
      "weekly_installs": 42414,
      "change_pct": -8,
      "best": [
        "eduardo-sl/go-agent-skills/go-test-quality",
        "eduardo-sl/go-agent-skills/go-test-table-driven",
        "trailofbits/skills/property-based-testing"
      ]
    },
    {
      "id": "figma",
      "name": "Figma and Design Tools",
      "skills": 14,
      "weekly_installs": 41062,
      "change_pct": 15,
      "best": [
        "avelikiy/great-cto/anydesign",
        "openai/skills/figma-code-connect-components",
        "github/awesome-copilot/penpot-uiux-design"
      ]
    },
    {
      "id": "security-auditing",
      "name": "Security Auditing and Review",
      "skills": 108,
      "weekly_installs": 39465,
      "change_pct": 8,
      "best": [
        "trailofbits/skills/fp-check",
        "trailofbits/skills/semgrep",
        "trailofbits/skills/codeql"
      ]
    },
    {
      "id": "refactoring",
      "name": "Refactoring",
      "skills": 23,
      "weekly_installs": 38379,
      "change_pct": -1,
      "best": [
        "eduardo-sl/go-agent-skills/go-modernize",
        "eduardo-sl/go-agent-skills/go-refactoring",
        "trailofbits/skills/code-improver"
      ]
    },
    {
      "id": "context-memory",
      "name": "Context Engineering and Agent Memory",
      "skills": 31,
      "weekly_installs": 35344,
      "change_pct": -10,
      "best": [
        "mblode/agent-skills/chat-history",
        "tronghieu/agent-skills/deep-reader",
        "trailofbits/skills/slicing-code-context"
      ]
    },
    {
      "id": "research",
      "name": "Research",
      "skills": 46,
      "weekly_installs": 34879,
      "change_pct": 3,
      "best": [
        "k-dense-ai/claude-scientific-skills/citation-management",
        "k-dense-ai/claude-scientific-skills/literature-review",
        "k-dense-ai/claude-scientific-skills/paper-lookup"
      ]
    },
    {
      "id": "ui-ux-design",
      "name": "UI and UX Design",
      "skills": 24,
      "weekly_installs": 32134,
      "change_pct": 7,
      "best": [
        "pbakaus/impeccable/impeccable",
        "mblode/agent-skills/ui-design",
        "nextlevelbuilder/ui-ux-pro-max-skill/ui-ux-pro-max"
      ]
    },
    {
      "id": "seo",
      "name": "SEO",
      "skills": 100,
      "weekly_installs": 31513,
      "change_pct": 10,
      "best": [
        "coreyhaines31/marketingskills/schema",
        "coreyhaines31/marketingskills/seo-audit",
        "coreyhaines31/marketingskills/programmatic-seo"
      ]
    },
    {
      "id": "agent-safety",
      "name": "Agent Safety and Guardrails",
      "skills": 27,
      "weekly_installs": 29141,
      "change_pct": -4,
      "best": [
        "getsentry/skills/skill-scanner",
        "mblode/agent-skills/ax-audit",
        "muratcankoylan/agent-skills-for-context-engineering/hosted-agents"
      ]
    },
    {
      "id": "claude-code-config",
      "name": "Claude Code Setup and Hooks",
      "skills": 31,
      "weekly_installs": 26838,
      "change_pct": -7,
      "best": [
        "trailofbits/skills/testing-handbook-generator",
        "mblode/agent-skills/agents-md",
        "anthropics/claude-plugins-official/agent-development"
      ]
    },
    {
      "id": "color-typography",
      "name": "Color and Typography",
      "skills": 14,
      "weekly_installs": 22468,
      "change_pct": 2,
      "best": [
        "pbakaus/impeccable/impeccable",
        "mblode/agent-skills/typography-audit",
        "avelikiy/great-cto/aesthetic-instrument"
      ]
    },
    {
      "id": "marketing-strategy",
      "name": "Marketing Strategy",
      "skills": 24,
      "weekly_installs": 21623,
      "change_pct": -54,
      "best": [
        "coreyhaines31/marketingskills/marketing-ideas",
        "coreyhaines31/marketingskills/product-marketing",
        "coreyhaines31/marketingskills/launch"
      ]
    },
    {
      "id": "code-quality-linting",
      "name": "Code Quality and Linting",
      "skills": 22,
      "weekly_installs": 21314,
      "change_pct": -8,
      "best": [
        "eduardo-sl/go-agent-skills/go-coding-standards",
        "eduardo-sl/go-agent-skills/go-ci",
        "eduardo-sl/go-agent-skills/go-naming"
      ]
    },
    {
      "id": "vulnerability-scanning",
      "name": "Vulnerability Scanning",
      "skills": 55,
      "weekly_installs": 19665,
      "change_pct": 17,
      "best": [
        "trailofbits/skills/fp-check",
        "trailofbits/skills/semgrep",
        "trailofbits/skills/codeql"
      ]
    },
    {
      "id": "copywriting",
      "name": "Copywriting",
      "skills": 11,
      "weekly_installs": 17417,
      "change_pct": 12,
      "best": [
        "coreyhaines31/marketingskills/copy-editing",
        "coreyhaines31/marketingskills/copywriting",
        "coreyhaines31/marketingskills/ad-creative"
      ]
    },
    {
      "id": "subagents",
      "name": "Subagents and Multi-Agent Orchestration",
      "skills": 39,
      "weekly_installs": 17256,
      "change_pct": -9,
      "best": [
        "trailofbits/skills/slicing-code-context",
        "google/skills/google-cloud-solution-agentic-ai-bidirectional-streaming",
        "google/skills/google-cloud-solution-build-deploy-agents"
      ]
    },
    {
      "id": "kubernetes",
      "name": "Kubernetes",
      "skills": 72,
      "weekly_installs": 15898,
      "change_pct": 10,
      "best": [
        "google/skills/gke-ai-troubleshooting-tpu-vbar-oom",
        "google/skills/gke-ai-troubleshooting-tpu-dynamic-slices-monitoring",
        "google/skills/gke-ai-troubleshooting-tpu-metrics-monitoring"
      ]
    },
    {
      "id": "sales",
      "name": "Sales",
      "skills": 61,
      "weekly_installs": 15654,
      "change_pct": 17,
      "best": [
        "coreyhaines31/marketingskills/cold-email",
        "coreyhaines31/marketingskills/revops",
        "coreyhaines31/marketingskills/prospecting"
      ]
    },
    {
      "id": "lead-generation",
      "name": "Lead Generation",
      "skills": 8,
      "weekly_installs": 14785,
      "change_pct": 15,
      "best": [
        "coreyhaines31/marketingskills/lead-magnets",
        "coreyhaines31/marketingskills/free-tools",
        "coreyhaines31/marketingskills/popups"
      ]
    },
    {
      "id": "email",
      "name": "Email",
      "skills": 34,
      "weekly_installs": 14013,
      "change_pct": 5,
      "best": [
        "coreyhaines31/marketingskills/cold-email",
        "coreyhaines31/marketingskills/emails",
        "resend/resend-skills/agent-email-inbox"
      ]
    },
    {
      "id": "grammar-checker",
      "name": "Grammar and Proofreading",
      "skills": 6,
      "weekly_installs": 13012,
      "change_pct": -1,
      "best": [
        "danjdewhurst/story-skills/voice-style",
        "danjdewhurst/story-skills/line-editing",
        "coreyhaines31/marketingskills/copy-editing"
      ]
    },
    {
      "id": "diagrams-infographics",
      "name": "Diagrams and Infographics",
      "skills": 19,
      "weekly_installs": 11897,
      "change_pct": -13,
      "best": [
        "trailofbits/skills/diagramming-code",
        "k-dense-ai/claude-scientific-skills/infographics",
        "tt-a1i/archify/archify"
      ]
    },
    {
      "id": "mcp-servers",
      "name": "MCP Servers",
      "skills": 82,
      "weekly_installs": 11412,
      "change_pct": 7,
      "best": [
        "anthropics/skills/mcp-builder",
        "github/awesome-copilot/java-mcp-server-generator",
        "google/skills/api-gateway-backend-security-and-rate-limiting"
      ]
    },
    {
      "id": "product-descriptions",
      "name": "Product Descriptions",
      "skills": 8,
      "weekly_installs": 11317,
      "change_pct": 11,
      "best": [
        "coreyhaines31/marketingskills/aso",
        "coreyhaines31/marketingskills/copywriting",
        "infrasity-labs/dev-gtm-claude-skills/seo-ecommerce"
      ]
    },
    {
      "id": "expo-react-native",
      "name": "Expo and React Native",
      "skills": 29,
      "weekly_installs": 10987,
      "change_pct": -5,
      "best": [
        "expo/skills/expo-module",
        "expo/skills/expo-migrate-module",
        "expo/skills/eas-update"
      ]
    },
    {
      "id": "general-writing",
      "name": "General Writing",
      "skills": 11,
      "weekly_installs": 10165,
      "change_pct": -5,
      "best": [
        "danjdewhurst/story-skills/chapter-writing",
        "danjdewhurst/story-skills/voice-style",
        "danjdewhurst/story-skills/line-editing"
      ]
    },
    {
      "id": "ads",
      "name": "Advertising",
      "skills": 57,
      "weekly_installs": 9295,
      "change_pct": 14,
      "best": [
        "google/skills/google-ads-api-quickstart",
        "bria-ai/bria-skill/ad-delayer",
        "bria-ai/bria-skill/ad-resize"
      ]
    },
    {
      "id": "landing-pages",
      "name": "Landing Pages and Conversion",
      "skills": 16,
      "weekly_installs": 8717,
      "change_pct": 16,
      "best": [
        "coreyhaines31/marketingskills/cro",
        "coreyhaines31/marketingskills/paywalls",
        "wondelai/skills/cro-methodology"
      ]
    },
    {
      "id": "fine-tuning",
      "name": "Fine-Tuning and Model Training",
      "skills": 127,
      "weekly_installs": 8608,
      "change_pct": 13,
      "best": [
        "nvidia/skills/tao-run-deft-aoi-cosmos3",
        "nvidia/skills/tao-finetune-anomalygennext",
        "nvidia/skills/tao-run-automl"
      ]
    },
    {
      "id": "docker-containers",
      "name": "Docker and Containers",
      "skills": 22,
      "weekly_installs": 8327,
      "change_pct": 18,
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        "eduardo-sl/go-agent-skills/go-build-release",
        "google/skills/gke-app-onboarding",
        "trailofbits/skills/devcontainer-setup"
      ]
    },
    {
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      "change_pct": 18,
      "best": [
        "google/skills/agent-platform-alert-configuration",
        "google/skills/gke-alert-configuration",
        "google/skills/cloud-monitoring-notification-channels-configuration"
      ]
    },
    {
      "id": "marketing-analytics",
      "name": "Marketing Analytics",
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      "change_pct": 14,
      "best": [
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        "coreyhaines31/marketingskills/ab-testing",
        "google/skills/google-analytics-data-api-basics"
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    },
    {
      "id": "observability",
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        "google/skills/agent-platform-alert-configuration",
        "google/skills/cloud-monitoring-promql-query"
      ]
    },
    {
      "id": "incident-response",
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        "microsoft/azure-skills/aks-troubleshooting",
        "jeffallan/claude-skills/devops-engineer"
      ]
    },
    {
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      "best": [
        "google/skills/sign-in-with-google-web",
        "microsoft/azure-skills/entra-app-registration",
        "jeffallan/claude-skills/spring-boot-engineer"
      ]
    },
    {
      "id": "app-builders",
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      "change_pct": 10,
      "best": [
        "mblode/agent-skills/scaffold-nextjs",
        "google/skills/google-cloud-solution-n-tier-serverless-web-app",
        "aws/agent-toolkit-for-aws/launch-with-aws"
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    {
      "id": "llm-apis",
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        "google/skills/gemini-api",
        "google/skills/gemini-interactions-api"
      ]
    },
    {
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        "k-dense-ai/claude-scientific-skills/zarr-python",
        "microsoft/azure-skills/python-appservice-deploy"
      ]
    },
    {
      "id": "marketing-automation",
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      "change_pct": 13,
      "best": [
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        "coreyhaines31/marketingskills/sms",
        "coreyhaines31/marketingskills/marketing-loops"
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    {
      "id": "secrets-credentials",
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      "change_pct": -9,
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        "google/skills/gke-workload-identity",
        "avelikiy/great-cto/secrets-rotation"
      ]
    },
    {
      "id": "affiliate-referral",
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      "change_pct": 13,
      "best": [
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        "coreyhaines31/marketingskills/referrals",
        "wondelai/skills/contagious"
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    {
      "id": "e2e-browser-testing",
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      "skills": 56,
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      "change_pct": -5,
      "best": [
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        "mblode/agent-skills/app-verification",
        "lambdatest/agent-skills/playwright-skill"
      ]
    },
    {
      "id": "performance-testing",
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      "change_pct": -4,
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        "eduardo-sl/go-agent-skills/go-performance-review",
        "mblode/agent-skills/ci-speedup",
        "jeffallan/claude-skills/monitoring-expert"
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    },
    {
      "id": "rest-apis",
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      "change_pct": -3,
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        "eduardo-sl/go-agent-skills/go-api-design",
        "eduardo-sl/go-agent-skills/go-openapi",
        "apollographql/skills/apollo-connectors"
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    },
    {
      "id": "typescript-node",
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        "jeffallan/claude-skills/typescript-pro",
        "jeffallan/claude-skills/javascript-pro"
      ]
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    {
      "id": "evals",
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        "muratcankoylan/agent-skills-for-context-engineering/evaluation",
        "muratcankoylan/agent-skills-for-context-engineering/advanced-evaluation"
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    },
    {
      "id": "ai-agent-builders",
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      "change_pct": -4,
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        "google/skills/google-cloud-solution-agentic-ai-data-science-workflow",
        "google/skills/google-cloud-solution-build-deploy-agents"
      ]
    },
    {
      "id": "email-sending",
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      "change_pct": -6,
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        "mailtrap/mailtrap-skills/converting-email-templates",
        "resend/resend-skills/resend"
      ]
    },
    {
      "id": "ai-search-visibility",
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        "agricidaniel/claude-seo/seo",
        "coreyhaines31/marketingskills/ai-seo"
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    {
      "id": "content-marketing",
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        "sergebulaev/linkedin-skills/linkedin-content-planner",
        "agricidaniel/claude-seo/seo-content-brief"
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    {
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        "sergebulaev/linkedin-skills/linkedin-profile-optimizer",
        "sergebulaev/linkedin-skills/linkedin-employee-advocacy",
        "sergebulaev/linkedin-skills/linkedin-post-writer"
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    },
    {
      "id": "presentations",
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        "anthropics/skills/pptx",
        "mblode/agent-skills/presentation-creator"
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    },
    {
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      "weekly_installs": 4359,
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        "gooseworks-ai/goose-skills/update-brand-kit",
        "wondelai/skills/storybrand-messaging"
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    },
    {
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        "anthropics/skills/brand-guidelines",
        "nextlevelbuilder/ui-ux-pro-max-skill/design"
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    },
    {
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      "weekly_installs": 4275,
      "change_pct": -8,
      "best": [
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        "stripe/ai/stripe-apps",
        "stripe/ai/stripe-pay"
      ]
    },
    {
      "id": "market-research",
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        "k-dense-ai/claude-scientific-skills/market-research-reports",
        "tronghieu/agent-skills/market-researcher"
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    {
      "id": "pdf",
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        "anthropics/skills/pdf",
        "pspdfkit-labs/nutrient-agent-skill/nutrient-document-processing"
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    },
    {
      "id": "documents",
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        "k-dense-ai/claude-scientific-skills/liteparse",
        "pspdfkit-labs/nutrient-agent-skill/nutrient-document-processing"
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    {
      "id": "statistics",
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      "change_pct": 17,
      "best": [
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        "k-dense-ai/claude-scientific-skills/uncertainty-and-units",
        "k-dense-ai/claude-scientific-skills/pymc"
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    },
    {
      "id": "social-media-graphics",
      "name": "Social and Marketing Images",
      "skills": 7,
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      "change_pct": 19,
      "best": [
        "coreyhaines31/marketingskills/image",
        "agricidaniel/claude-seo/seo-image-gen",
        "bria-ai/bria-skill/ad-resize"
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    },
    {
      "id": "startup-tools",
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      "change_pct": 16,
      "best": [
        "coreyhaines31/marketingskills/directory-submissions",
        "product-on-purpose/pm-skills/foundation-lean-canvas",
        "aws/agent-toolkit-for-aws/knowledge-base-for-startups"
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    },
    {
      "id": "spreadsheets",
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      "skills": 14,
      "weekly_installs": 3758,
      "change_pct": 5,
      "best": [
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        "github/awesome-copilot/convert-excel-to-md",
        "sanjay3290/ai-skills/google-sheets"
      ]
    },
    {
      "id": "crm",
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      "weekly_installs": 3704,
      "change_pct": 17,
      "best": [
        "coreyhaines31/marketingskills/revops",
        "jeffallan/claude-skills/salesforce-developer",
        "mailtrap/mailtrap-skills/managing-contacts"
      ]
    },
    {
      "id": "customer-service",
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      "skills": 6,
      "weekly_installs": 3688,
      "change_pct": 12,
      "best": [
        "coreyhaines31/marketingskills/churn-prevention",
        "gooseworks-ai/goose-skills/customer-story-builder",
        "gooseworks-ai/goose-skills/voice-of-customer-synthesizer"
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    },
    {
      "id": "e-commerce",
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      "skills": 19,
      "weekly_installs": 3399,
      "change_pct": -7,
      "best": [
        "jeffallan/claude-skills/wordpress-pro",
        "jeffallan/claude-skills/shopify-expert",
        "infrasity-labs/dev-gtm-claude-skills/seo-ecommerce"
      ]
    },
    {
      "id": "graphic-design",
      "name": "Graphic Design and Posters",
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      "weekly_installs": 3355,
      "change_pct": 1,
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        "k-dense-ai/claude-scientific-skills/latex-posters",
        "anthropics/skills/canvas-design",
        "smixs/creative-director-skill/creative-director"
      ]
    },
    {
      "id": "generative-art",
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      "skills": 3,
      "weekly_installs": 2101,
      "change_pct": 2,
      "best": [
        "anthropics/skills/algorithmic-art",
        "bitwize-music-studio/claude-ai-music-skills/album-art-director",
        "minimax-ai/skills/shader-dev"
      ]
    },
    {
      "id": "dependency-management",
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      "skills": 23,
      "weekly_installs": 1269,
      "change_pct": 1,
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        "eduardo-sl/go-agent-skills/go-ci",
        "trailofbits/skills/open-sourcing",
        "trailofbits/skills/supply-chain-risk-auditor"
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    },
    {
      "id": "screen-recording",
      "name": "Screen Recording and Product Demos",
      "skills": 8,
      "weekly_installs": 645,
      "change_pct": -99,
      "best": [
        "gooseworks-ai/goose-skills/terminal-gif-recordings",
        "gooseworks-ai/goose-skills/footage-cutlist",
        "heygen-com/hyperframes/product-launch-video"
      ]
    },
    {
      "id": "design-systems",
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      "skills": 19,
      "weekly_installs": 641,
      "change_pct": -4,
      "best": [
        "agiwhitelist/auteur/auteur",
        "avelikiy/great-cto/anydesign",
        "nextlevelbuilder/ui-ux-pro-max-skill/design-system"
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    },
    {
      "id": "audio-editing",
      "name": "Audio Editing and Mastering",
      "skills": 4,
      "weekly_installs": 325,
      "change_pct": -99,
      "best": [
        "bitwize-music-studio/claude-ai-music-skills/mastering-engineer",
        "heygen-com/hyperframes/hyperframes-audio",
        "gooseworks-ai/goose-skills/mix-master"
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    },
    {
      "id": "subtitles-captions",
      "name": "Subtitles and Captions",
      "skills": 6,
      "weekly_installs": 323,
      "change_pct": -99,
      "best": [
        "zeropointrepo/youtube-skills/subtitles",
        "zeropointrepo/youtube-skills/captions",
        "renezander030/capcut-cli/capcut-edit"
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    },
    {
      "id": "music-audio",
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      "skills": 9,
      "weekly_installs": 321,
      "change_pct": -98,
      "best": [
        "bitwize-music-studio/claude-ai-music-skills/pre-generation-check",
        "gooseworks-ai/goose-skills/render-song-mv",
        "gooseworks-ai/goose-skills/create-music-elevenlabs"
      ]
    },
    {
      "id": "podcasts",
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      "skills": 4,
      "weekly_installs": 321,
      "change_pct": -98,
      "best": [
        "infrasity-labs/dev-gtm-claude-skills/blog-audio",
        "gooseworks-ai/goose-skills/render-editorial-motion-podcast",
        "gooseworks-ai/goose-skills/render-podcast-skit"
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    },
    {
      "id": "video-avatars",
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      "change_pct": -98,
      "best": [
        "gooseworks-ai/goose-skills/compose-creator-layer",
        "gooseworks-ai/goose-skills/render-glassy-matte-grwm",
        "gooseworks-ai/goose-skills/create-creator-takes-h3"
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    },
    {
      "id": "3d-generation",
      "name": "3D Generation and Rendering",
      "skills": 7,
      "weekly_installs": 0,
      "change_pct": null,
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        "nvidia/skills/omniverse-cad-to-simready",
        "gooseworks-ai/goose-skills/render-3d-product-showcase"
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    },
    {
      "id": "accessibility-testing",
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      "skills": 6,
      "weekly_installs": 0,
      "change_pct": null,
      "best": [
        "lambdatest/agent-skills/accessibility-skill",
        "github/awesome-copilot/scoutqa-test",
        "infrasity-labs/dev-gtm-claude-skills/critique-color"
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    },
    {
      "id": "agent-observability",
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      "weekly_installs": 0,
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        "tronghieu/agent-skills/bmad-run-inspector",
        "continuum-ai-corp/orcareplay/orca-replay",
        "nvidia/skills/vss-summarize-video"
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    },
    {
      "id": "ai-humanizer",
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      "weekly_installs": 0,
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        "conorbronsdon/avoid-ai-writing/avoid-ai-writing-router",
        "mohamedabdallah-14/unslop/unslop"
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    },
    {
      "id": "android-kotlin",
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      "weekly_installs": 0,
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      "best": [
        "expo/skills/expo-module",
        "expo/skills/eas-simulator",
        "google/skills/google-mobile-ads-interstitial"
      ]
    },
    {
      "id": "angular",
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      "weekly_installs": 0,
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      "best": [
        "jeffallan/claude-skills/angular-architect",
        "lambdatest/agent-skills/protractor-skill",
        "angular/skills/angular-developer"
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    },
    {
      "id": "aws",
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      "weekly_installs": 0,
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      "best": [
        "aws/agent-toolkit-for-aws/agents-deploy",
        "zxkane/aws-skills/aws-sst-development",
        "zxkane/aws-skills/aws-cdk-development"
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    },
    {
      "id": "background-removal",
      "name": "Background Removal",
      "skills": 5,
      "weekly_installs": 0,
      "change_pct": null,
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        "bria-ai/bria-skill/remove-background",
        "bria-ai/bria-skill/video-remove-background",
        "bria-ai/bria-skill/bria-ai"
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    },
    {
      "id": "bioinformatics",
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      "weekly_installs": 0,
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      "best": [
        "k-dense-ai/claude-scientific-skills/diffdock",
        "k-dense-ai/claude-scientific-skills/flowio",
        "k-dense-ai/claude-scientific-skills/latchbio-integration"
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    },
    {
      "id": "blog-writing",
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      "skills": 34,
      "weekly_installs": 0,
      "change_pct": null,
      "best": [
        "github/awesome-copilot/make-blog-post",
        "infrasity-labs/dev-gtm-claude-skills/blog-flow",
        "inhouseseo/superseo-skills/write-content"
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    },
    {
      "id": "books-publishing",
      "name": "Books and Publishing",
      "skills": 7,
      "weekly_installs": 0,
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      "best": [
        "danjdewhurst/story-skills/series-continuity",
        "danjdewhurst/story-skills/feedback-triage",
        "danjdewhurst/story-skills/submission"
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    },
    {
      "id": "c-cpp-embedded",
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      "weekly_installs": 0,
      "change_pct": null,
      "best": [
        "trailofbits/skills/modern-cpp",
        "jeffallan/claude-skills/embedded-systems",
        "jeffallan/claude-skills/cpp-pro"
      ]
    },
    {
      "id": "career-coaching",
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      "skills": 6,
      "weekly_installs": 0,
      "change_pct": null,
      "best": [
        "sergebulaev/linkedin-skills/linkedin-profile-optimizer",
        "github/awesome-copilot/technical-job-search",
        "infrasity-labs/dev-gtm-claude-skills/career-changer-translator"
      ]
    },
    {
      "id": "characters-avatars",
      "name": "Characters, Avatars and Portraits",
      "skills": 5,
      "weekly_installs": 0,
      "change_pct": null,
      "best": [
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  "skills": {
    "activeloopai/hivemind/hivemind-goals": {
      "id": "activeloopai/hivemind/hivemind-goals",
      "name": "hivemind-goals",
      "repo": "activeloopai/hivemind",
      "description": "Create, track and update team goals via the Deeplake virtual filesystem at memory/goal/. Use whenever the user mentions a goal, objective, target, milestone, or asks to track progress on something measurable. ALSO use wh",
      "score": 85,
      "grade": "B",
      "category": "productivity-knowledge",
      "topics": [
        "task-management"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/activeloopai/hivemind/hivemind-goals/"
    },
    "agiwhitelist/auteur/auteur": {
      "id": "agiwhitelist/auteur/auteur",
      "name": "auteur",
      "repo": "agiwhitelist/auteur",
      "description": "Design and build complete web experiences from scratch — award-level product and marketing pages, cinematic scroll-directed sites where the page is directed like a film, and multi-screen products (app, dashboard, admin, ",
      "score": 89,
      "grade": "B",
      "category": "frontend-design",
      "topics": [
        "website-builders",
        "design-systems"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/agiwhitelist/auteur/auteur/"
    },
    "agricidaniel/claude-seo/seo": {
      "id": "agricidaniel/claude-seo/seo",
      "name": "seo",
      "repo": "AgriciDaniel/claude-seo",
      "description": "Comprehensive SEO analysis for any website or business type. Full site audits, single-page analysis, technical SEO (crawlability, indexability, Core Web Vitals with INP), schema markup, content quality (E-E-A-T), image o",
      "score": 81,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "seo",
        "ai-search-visibility"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/agricidaniel/claude-seo/seo/"
    },
    "agricidaniel/claude-seo/seo-content-brief": {
      "id": "agricidaniel/claude-seo/seo-content-brief",
      "name": "seo-content-brief",
      "repo": "AgriciDaniel/claude-seo",
      "description": "Generate competitive SEO content briefs with per-section word counts, competitor scoring, keyword density guidance, and page-type templates. Supports both new page briefs and improve-existing-page briefs. Use when user s",
      "score": 86,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "seo",
        "content-marketing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/agricidaniel/claude-seo/seo-content-brief/"
    },
    "agricidaniel/claude-seo/seo-hreflang": {
      "id": "agricidaniel/claude-seo/seo-hreflang",
      "name": "seo-hreflang",
      "repo": "AgriciDaniel/claude-seo",
      "description": "Hreflang and international SEO audit, validation, and generation. Detects common mistakes, validates language/region codes, and generates correct hreflang implementations. Use when user says \"hreflang\", \"i18n SEO\", \"inte",
      "score": 86,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "translation",
        "seo"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/agricidaniel/claude-seo/seo-hreflang/"
    },
    "agricidaniel/claude-seo/seo-image-gen": {
      "id": "agricidaniel/claude-seo/seo-image-gen",
      "name": "seo-image-gen",
      "repo": "AgriciDaniel/claude-seo",
      "description": "AI image generation for SEO assets: OG/social preview images, blog hero images, schema images, product photography, infographics. Powered by Gemini via nanobanana-mcp. Requires banana extension installed. Use when user s",
      "score": 88,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "seo",
        "image-generation",
        "product-photography",
        "social-media-graphics"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/agricidaniel/claude-seo/seo-image-gen/"
    },
    "alisa0808/vibe-creating-skill/vibe-creating-prompt": {
      "id": "alisa0808/vibe-creating-skill/vibe-creating-prompt",
      "name": "vibe-creating-prompt",
      "repo": "Alisa0808/vibe-creating-skill",
      "description": "Judges whether a user's input suits the Vibe Creating style of video-prompt writing, and when it does, distills single-scene prompts, multi-shot descriptions, emotional imagery, or mixed input into prompts that are easie",
      "score": 80,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "prompt-generators",
        "prompt-engineering",
        "video-generation",
        "video-scripts"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/alisa0808/vibe-creating-skill/vibe-creating-prompt/"
    },
    "alisa0808/vox-director/vox-director": {
      "id": "alisa0808/vox-director/vox-director",
      "name": "vox-director",
      "repo": "Alisa0808/vox-director",
      "description": "Turn ONE topic into a finished Vox-style paper-collage explainer / ad video, end to end on the Atlas Cloud API + local ffmpeg — script, collage keyframes, motion, voice-over, music, captions, all automated. Use this when",
      "score": 85,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "video-ads",
        "text-to-speech"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/alisa0808/vox-director/vox-director/"
    },
    "angular/skills/angular-developer": {
      "id": "angular/skills/angular-developer",
      "name": "angular-developer",
      "repo": "angular/skills",
      "description": "Generates Angular code and provides architectural guidance. Trigger when creating projects, components, services, or HTTP communication, or for best practices on reactivity (signals, linkedSignal, resource, httpResource)",
      "score": 81,
      "grade": "B",
      "category": "frontend-design",
      "topics": [
        "angular"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/angular/skills/angular-developer/"
    },
    "anthropics/claude-plugins-official/agent-development": {
      "id": "anthropics/claude-plugins-official/agent-development",
      "name": "agent-development",
      "repo": "anthropics/claude-plugins-official",
      "description": "This skill should be used when the user asks to \"create an agent\", \"add an agent\", \"write a subagent\", \"agent frontmatter\", \"when to use description\", \"agent examples\", \"agent tools\", \"agent colors\", \"autonomous agent\", ",
      "score": 86,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "ai-agent-builders",
        "subagents",
        "prompt-engineering",
        "claude-code-config"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/anthropics/claude-plugins-official/#agent-development"
    },
    "anthropics/claude-plugins-official/playground": {
      "id": "anthropics/claude-plugins-official/playground",
      "name": "playground",
      "repo": "anthropics/claude-plugins-official",
      "description": "Creates interactive HTML playgrounds — self-contained single-file explorers that let users configure something visually through controls, see a live preview, and copy out a prompt. Use when the user asks to make a playgr",
      "score": 78,
      "grade": "C",
      "category": "ai-agents-llm",
      "topics": [
        "experiments-playgrounds"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/anthropics/claude-plugins-official/#playground"
    },
    "anthropics/skills/academy-guide": {
      "id": "anthropics/skills/academy-guide",
      "name": "academy-guide",
      "repo": "anthropics/skills",
      "description": "Stop and check this skill before finishing any reply to a question about how to use Claude or a Claude product — it recommends matching courses, tutorials, and use cases from Claude Academy (academy.claude.com), Anthropi",
      "score": 83,
      "grade": "B",
      "category": "productivity-knowledge",
      "topics": [
        "tutoring-courses"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/anthropics/skills/#academy-guide"
    },
    "anthropics/skills/algorithmic-art": {
      "id": "anthropics/skills/algorithmic-art",
      "name": "algorithmic-art",
      "repo": "anthropics/skills",
      "description": "Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. C",
      "score": 84,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "generative-art"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/anthropics/skills/algorithmic-art/",
      "weekly_installs": 2101,
      "change_pct": 2
    },
    "anthropics/skills/brand-guidelines": {
      "id": "anthropics/skills/brand-guidelines",
      "name": "brand-guidelines",
      "repo": "anthropics/skills",
      "description": "Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design ",
      "score": 81,
      "grade": "B",
      "category": "frontend-design",
      "topics": [
        "branding",
        "logo-generation",
        "color-typography"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/anthropics/skills/brand-guidelines/",
      "weekly_installs": 4359,
      "change_pct": 8
    },
    "anthropics/skills/canvas-design": {
      "id": "anthropics/skills/canvas-design",
      "name": "canvas-design",
      "repo": "anthropics/skills",
      "description": "Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs",
      "score": 84,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "graphic-design"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/anthropics/skills/canvas-design/",
      "weekly_installs": 3355,
      "change_pct": 1
    },
    "anthropics/skills/docx": {
      "id": "anthropics/skills/docx",
      "name": "docx",
      "repo": "anthropics/skills",
      "description": "Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files) or Word templates (.dotx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', '.dotx', or",
      "score": 91,
      "grade": "A",
      "category": "documents-office",
      "topics": [
        "documents"
      ],
      "license": "Proprietary",
      "cost_lane": "restricted",
      "listing": "https://suedeai.directory/anthropics/skills/docx/",
      "weekly_installs": 4006,
      "change_pct": 3
    },
    "anthropics/skills/frontend-design": {
      "id": "anthropics/skills/frontend-design",
      "name": "frontend-design",
      "repo": "anthropics/skills",
      "description": "Guidance for distinctive, intentional visual design when building new UI or reshaping an existing one. Helps with aesthetic direction, typography, and making choices that don't read as templated defaults.",
      "score": 84,
      "grade": "B",
      "category": "frontend-design",
      "topics": [],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/anthropics/skills/frontend-design/",
      "weekly_installs": 30354,
      "change_pct": 4
    },
    "anthropics/skills/internal-comms": {
      "id": "anthropics/skills/internal-comms",
      "name": "internal-comms",
      "repo": "anthropics/skills",
      "description": "A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status ",
      "score": 78,
      "grade": "C",
      "category": "writing-content",
      "topics": [
        "general-writing"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/anthropics/skills/internal-comms/",
      "weekly_installs": 2225,
      "change_pct": 14
    },
    "anthropics/skills/mcp-builder": {
      "id": "anthropics/skills/mcp-builder",
      "name": "mcp-builder",
      "repo": "anthropics/skills",
      "description": "Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, ",
      "score": 89,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "mcp-servers"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/anthropics/skills/mcp-builder/",
      "weekly_installs": 3697,
      "change_pct": 0
    },
    "anthropics/skills/pdf": {
      "id": "anthropics/skills/pdf",
      "name": "pdf",
      "repo": "anthropics/skills",
      "description": "Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding w",
      "score": 86,
      "grade": "B",
      "category": "documents-office",
      "topics": [
        "pdf"
      ],
      "license": "Proprietary",
      "cost_lane": "restricted",
      "listing": "https://suedeai.directory/anthropics/skills/pdf/",
      "weekly_installs": 4152,
      "change_pct": 3
    },
    "anthropics/skills/pptx": {
      "id": "anthropics/skills/pptx",
      "name": "pptx",
      "repo": "anthropics/skills",
      "description": "Use this skill any time a .pptx or .potx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx or",
      "score": 87,
      "grade": "B",
      "category": "documents-office",
      "topics": [
        "presentations"
      ],
      "license": "Proprietary",
      "cost_lane": "restricted",
      "listing": "https://suedeai.directory/anthropics/skills/pptx/",
      "weekly_installs": 4397,
      "change_pct": 5
    },
    "anthropics/skills/skill-creator": {
      "id": "anthropics/skills/skill-creator",
      "name": "skill-creator",
      "repo": "anthropics/skills",
      "description": "Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill pe",
      "score": 83,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "evals",
        "skill-authoring"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/anthropics/skills/skill-creator/",
      "weekly_installs": 6097,
      "change_pct": -1
    },
    "anthropics/skills/slack-gif-creator": {
      "id": "anthropics/skills/slack-gif-creator",
      "name": "slack-gif-creator",
      "repo": "anthropics/skills",
      "description": "Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like \"make me a GIF of X doing Y for ",
      "score": 87,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "animation-motion"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/anthropics/skills/slack-gif-creator/",
      "weekly_installs": 1804,
      "change_pct": 0
    },
    "anthropics/skills/theme-factory": {
      "id": "anthropics/skills/theme-factory",
      "name": "theme-factory",
      "repo": "anthropics/skills",
      "description": "Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creatin",
      "score": 73,
      "grade": "C",
      "category": "frontend-design",
      "topics": [],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/anthropics/skills/theme-factory/",
      "weekly_installs": 2436,
      "change_pct": -1
    },
    "anthropics/skills/web-artifacts-builder": {
      "id": "anthropics/skills/web-artifacts-builder",
      "name": "web-artifacts-builder",
      "repo": "anthropics/skills",
      "description": "Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or s",
      "score": 87,
      "grade": "B",
      "category": "frontend-design",
      "topics": [
        "react-nextjs"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/anthropics/skills/web-artifacts-builder/",
      "weekly_installs": 2396,
      "change_pct": -6
    },
    "anthropics/skills/webapp-testing": {
      "id": "anthropics/skills/webapp-testing",
      "name": "webapp-testing",
      "repo": "anthropics/skills",
      "description": "Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.",
      "score": 75,
      "grade": "C",
      "category": "testing-qa",
      "topics": [
        "test-automation",
        "e2e-browser-testing"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/anthropics/skills/webapp-testing/",
      "weekly_installs": 6780,
      "change_pct": -5
    },
    "anthropics/skills/xlsx": {
      "id": "anthropics/skills/xlsx",
      "name": "xlsx",
      "repo": "anthropics/skills",
      "description": "Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .xltx, .csv, or .tsv file (e.g., adding columns, ",
      "score": 85,
      "grade": "B",
      "category": "documents-office",
      "topics": [
        "spreadsheets"
      ],
      "license": "Proprietary",
      "cost_lane": "restricted",
      "listing": "https://suedeai.directory/anthropics/skills/xlsx/",
      "weekly_installs": 3758,
      "change_pct": 5
    },
    "apify/agent-skills/apify-actor-development": {
      "id": "apify/agent-skills/apify-actor-development",
      "name": "apify-actor-development",
      "repo": "apify/agent-skills",
      "description": "Create, modify, debug, and deploy Apify Actors, and write their input and output schemas. Use when building an Actor from scratch, changing or troubleshooting Actor code, generating or updating .actor schema files, or pu",
      "score": 84,
      "grade": "B",
      "category": "testing-qa",
      "topics": [
        "web-scraping"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/apify/agent-skills/#apify-actor-development"
    },
    "apify/agent-skills/apify-integration-development": {
      "id": "apify/agent-skills/apify-integration-development",
      "name": "apify-integration-development",
      "repo": "apify/agent-skills",
      "description": "Design and build an official Apify integration for a company's product - workflow-automation apps (Zapier/n8n-style), AI agent plugins (coding-agent skills+MCP bundles or OpenClaw/Hermes-style harnesses), AI framework pa",
      "score": 80,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "workflow-automation",
        "web-scraping",
        "mcp-servers"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/apify/agent-skills/#apify-integration-development"
    },
    "apollographql/skills/apollo-connectors": {
      "id": "apollographql/skills/apollo-connectors",
      "name": "apollo-connectors",
      "repo": "apollographql/skills",
      "description": "DEPRECATED: superseded by the graphos-factory skill (npx skills add apollographql/skills@graphos-factory), which builds and maintains a Connectors subgraph from a REST API with recorded decisions and verification. Guide ",
      "score": 85,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "graphql",
        "rest-apis"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/apollographql/skills/apollo-connectors/"
    },
    "apollographql/skills/apollo-ios": {
      "id": "apollographql/skills/apollo-ios",
      "name": "apollo-ios",
      "repo": "apollographql/skills",
      "description": "Guide for building Apple-platform applications with Apollo iOS, the strongly-typed GraphQL client for Swift. Use this skill when: (1) adding Apollo iOS to a Swift Package Manager or Xcode project, (2) configuring `apollo",
      "score": 86,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "ios-swift",
        "graphql"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/apollographql/skills/apollo-ios/"
    },
    "apollographql/skills/apollo-router-plugin-creator": {
      "id": "apollographql/skills/apollo-router-plugin-creator",
      "name": "apollo-router-plugin-creator",
      "repo": "apollographql/skills",
      "description": "Guide for writing Apollo Router native Rust plugins. Use this skill when: (1) users want to create a new router plugin, (2) users want to add service hooks (router_service, supergraph_service, execution_service, subgraph",
      "score": 85,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "rust",
        "graphql"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/apollographql/skills/apollo-router-plugin-creator/"
    },
    "avelikiy/great-cto/aesthetic-instrument": {
      "id": "avelikiy/great-cto/aesthetic-instrument",
      "name": "aesthetic-instrument",
      "repo": "avelikiy/great_cto",
      "description": "great_cto's own committed aesthetic — the instrument panel. Dark five-step surface ladder, exactly one accent, two faces divided by MEANING (Geist speaks, Geist Mono is machine-truth), tabular numerals, and a dash that i",
      "score": 82,
      "grade": "B",
      "category": "frontend-design",
      "topics": [
        "color-typography"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/avelikiy/great-cto/aesthetic-instrument/"
    },
    "avelikiy/great-cto/anydesign": {
      "id": "avelikiy/great-cto/anydesign",
      "name": "anydesign",
      "repo": "avelikiy/great_cto",
      "description": "Analyze images, websites, and Figma files to extract their design and generate a `design.md` with token system, component inventory, and reconstruction notes. Use this skill whenever the user wants to understand, documen",
      "score": 84,
      "grade": "B",
      "category": "frontend-design",
      "topics": [
        "design-systems",
        "figma"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/avelikiy/great-cto/anydesign/"
    },
    "avelikiy/great-cto/secrets-rotation": {
      "id": "avelikiy/great-cto/secrets-rotation",
      "name": "secrets-rotation",
      "repo": "avelikiy/great_cto",
      "description": "What to do the moment a secret is exposed — pasted into chat, committed, logged, shown in a transcript or a screenshot. The secret is compromised; only revoking and rotating it helps. Turns it into one tracked task with ",
      "score": 82,
      "grade": "B",
      "category": "security",
      "topics": [
        "secrets-credentials"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/avelikiy/great-cto/secrets-rotation/"
    },
    "aws/agent-toolkit-for-aws/agents-deploy": {
      "id": "aws/agent-toolkit-for-aws/agents-deploy",
      "name": "agents-deploy",
      "repo": "aws/agent-toolkit-for-aws",
      "description": "Use when deploying your agent to AWS, or when a deploy has failed. Handles pre-flight validation, CDK/IAM/quota error diagnosis, version management, rollback, and canary deployments. Triggers on: \"deploy my agent\", \"agen",
      "score": 89,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "aws",
        "deployment-hosting"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/aws/agent-toolkit-for-aws/agents-deploy/"
    },
    "aws/agent-toolkit-for-aws/knowledge-base-for-startups": {
      "id": "aws/agent-toolkit-for-aws/knowledge-base-for-startups",
      "name": "knowledge-base-for-startups",
      "repo": "aws/agent-toolkit-for-aws",
      "description": "AWS Startups reference content — Activate FAQ, credits guide, programs, partner offers, sample architectures, and hundreds of learn articles spanning generative AI, cloud architecture, cost optimization, security, fundra",
      "score": 82,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "startup-tools",
        "aws"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/aws/agent-toolkit-for-aws/#knowledge-base-for-startups"
    },
    "aws/agent-toolkit-for-aws/launch-with-aws": {
      "id": "aws/agent-toolkit-for-aws/launch-with-aws",
      "name": "launch-with-aws",
      "repo": "aws/agent-toolkit-for-aws",
      "description": "Migrates vibe-coded web applications to AWS. Handles the full workflow from analysis through migration to deployment, producing deployable AWS Blocks infrastructure code. Supports full-stack apps built with vibe-coding p",
      "score": 83,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "app-builders",
        "aws"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/aws/agent-toolkit-for-aws/#launch-with-aws"
    },
    "bitwize-music-studio/claude-ai-music-skills/album-art-director": {
      "id": "bitwize-music-studio/claude-ai-music-skills/album-art-director",
      "name": "album-art-director",
      "repo": "bitwize-music-studio/claude-ai-music-skills",
      "description": "Creates visual concepts for album artwork and generates AI art prompts. Use during planning for concept discussion, or after all tracks are Final for actual artwork generation.",
      "score": 74,
      "grade": "C",
      "category": "media-creative",
      "topics": [
        "generative-art"
      ],
      "license": "CC0-1.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/bitwize-music-studio/claude-ai-music-skills/#album-art-director"
    },
    "bitwize-music-studio/claude-ai-music-skills/mastering-engineer": {
      "id": "bitwize-music-studio/claude-ai-music-skills/mastering-engineer",
      "name": "mastering-engineer",
      "repo": "bitwize-music-studio/claude-ai-music-skills",
      "description": "Guides audio mastering for streaming platforms including loudness optimization and tonal balance. Use when the user has approved tracks and wants to master audio files.",
      "score": 82,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "audio-editing"
      ],
      "license": "CC0-1.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/bitwize-music-studio/claude-ai-music-skills/#mastering-engineer"
    },
    "bitwize-music-studio/claude-ai-music-skills/pre-generation-check": {
      "id": "bitwize-music-studio/claude-ai-music-skills/pre-generation-check",
      "name": "pre-generation-check",
      "repo": "bitwize-music-studio/claude-ai-music-skills",
      "description": "Validates all pre-generation gates before sending tracks to Suno. Checks sources verified, lyrics reviewed, pronunciation resolved, explicit flag set, style prompt complete, and artist names cleared. Use before generatin",
      "score": 85,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "music-audio",
        "lyrics-songwriting"
      ],
      "license": "CC0-1.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/bitwize-music-studio/claude-ai-music-skills/pre-generation-check/"
    },
    "bitwize-music-studio/claude-ai-music-skills/promo-director": {
      "id": "bitwize-music-studio/claude-ai-music-skills/promo-director",
      "name": "promo-director",
      "repo": "bitwize-music-studio/claude-ai-music-skills",
      "description": "Generates 15-second vertical promo videos for social media from mastered audio. Use after mastering is complete and before release, when the user wants social media content.",
      "score": 82,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "social-media",
        "short-form-clips"
      ],
      "license": "CC0-1.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/bitwize-music-studio/claude-ai-music-skills/#promo-director"
    },
    "bitwize-music-studio/claude-ai-music-skills/pronunciation-specialist": {
      "id": "bitwize-music-studio/claude-ai-music-skills/pronunciation-specialist",
      "name": "pronunciation-specialist",
      "repo": "bitwize-music-studio/claude-ai-music-skills",
      "description": "Scans lyrics for pronunciation risks and prevents Suno mispronunciations. Use when writing lyrics with proper nouns, technical terms, homographs, or non-English words.",
      "score": 82,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "lyrics-songwriting"
      ],
      "license": "CC0-1.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/bitwize-music-studio/claude-ai-music-skills/#pronunciation-specialist"
    },
    "bitwize-music-studio/claude-ai-music-skills/release-director": {
      "id": "bitwize-music-studio/claude-ai-music-skills/release-director",
      "name": "release-director",
      "repo": "bitwize-music-studio/claude-ai-music-skills",
      "description": "Coordinates album release including QA, distribution prep, and platform uploads. Use when mastering and album art are complete and the user is ready to release.",
      "score": 82,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "music-release-rights"
      ],
      "license": "CC0-1.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/bitwize-music-studio/claude-ai-music-skills/#release-director"
    },
    "bitwize-music-studio/claude-ai-music-skills/validate-album": {
      "id": "bitwize-music-studio/claude-ai-music-skills/validate-album",
      "name": "validate-album",
      "repo": "bitwize-music-studio/claude-ai-music-skills",
      "description": "Validates album directory structure, file locations, and content integrity. Use before release or whenever the user wants to check an album's structural health.",
      "score": 82,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "music-release-rights"
      ],
      "license": "CC0-1.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/bitwize-music-studio/claude-ai-music-skills/#validate-album"
    },
    "bria-ai/bria-skill/ad-delayer": {
      "id": "bria-ai/bria-skill/ad-delayer",
      "name": "ad-delayer",
      "repo": "Bria-AI/bria-skill",
      "description": "Turn a finished, flat ad image back into editable layers — background, product shot, logo, headline, body copy and CTA, each returned as its own asset with position, size, and typography. Powered by Bria's Ad Delayer. AL",
      "score": 86,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "ads",
        "image-editing"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/bria-ai/bria-skill/ad-delayer/"
    },
    "bria-ai/bria-skill/ad-resize": {
      "id": "bria-ai/bria-skill/ad-resize",
      "name": "ad-resize",
      "repo": "Bria-AI/bria-skill",
      "description": "Resize a finished, flat ad image into other sizes with the layout redone for each shape, not cropped or stretched — feed, story, landscape, banner, leaderboard, any pixel size, up to ten per call. Powered by Bria's Ad Re",
      "score": 86,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "ads",
        "image-editing",
        "social-media-graphics"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/bria-ai/bria-skill/ad-resize/"
    },
    "bria-ai/bria-skill/bria-ai": {
      "id": "bria-ai/bria-skill/bria-ai",
      "name": "bria-ai",
      "repo": "Bria-AI/bria-skill",
      "description": "Image generation, photo editing, background removal — transparent PNG images, cutouts, ecommerce packshots, product catalogs, lifestyle shots via Bria.ai. Build store-ready e-commerce catalogs at scale — shadows, product",
      "score": 80,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "image-generation",
        "image-editing",
        "background-removal",
        "product-photography"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/bria-ai/bria-skill/bria-ai/"
    },
    "bria-ai/bria-skill/ecommerce": {
      "id": "bria-ai/bria-skill/ecommerce",
      "name": "ecommerce",
      "repo": "Bria-AI/bria-skill",
      "description": "End-to-end e-commerce product catalog generation — turn a folder of raw product photos into clean packshots, product cutouts, Amazon-style dimensions images, lifestyle scenes, and marketplace-ready listing variants for A",
      "score": 75,
      "grade": "C",
      "category": "media-creative",
      "topics": [
        "e-commerce",
        "background-removal",
        "product-photography"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/bria-ai/bria-skill/ecommerce/"
    },
    "bria-ai/bria-skill/remove-background": {
      "id": "bria-ai/bria-skill/remove-background",
      "name": "remove-background",
      "repo": "Bria-AI/bria-skill",
      "description": "Remove backgrounds from images — background removal API for transparent PNGs, cutouts, and masks. Segment foreground from background. Powered by Bria RMBG 2.0. ALWAYS use this skill instead of general-purpose image skill",
      "score": 86,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "background-removal"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/bria-ai/bria-skill/remove-background/"
    },
    "bria-ai/bria-skill/video-remove-background": {
      "id": "bria-ai/bria-skill/video-remove-background",
      "name": "video-remove-background",
      "repo": "Bria-AI/bria-skill",
      "description": "Remove backgrounds from videos — video background removal API for transparent videos, alpha-channel clips, and green-screen-free footage. Powered by Bria's video editing pipeline. ALWAYS use this skill instead of general",
      "score": 86,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "background-removal",
        "video-editing",
        "video-enhancement"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/bria-ai/bria-skill/video-remove-background/"
    },
    "browser-use/browser-use/browser-use": {
      "id": "browser-use/browser-use/browser-use",
      "name": "browser-use",
      "repo": "browser-use/browser-use",
      "description": "Direct browser control via CDP for web interaction: automation, scraping, testing, screenshots, and site/app work. Also covers hosted cloud browsers for AI agents: the browser-use Python library (Browser(use_cloud=True))",
      "score": 69,
      "grade": "D",
      "category": "testing-qa",
      "topics": [
        "web-scraping",
        "test-automation",
        "browser-agents"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/browser-use/browser-use/browser-use/",
      "weekly_installs": 576,
      "change_pct": -21
    },
    "browser-use/browser-use/x402": {
      "id": "browser-use/browser-use/x402",
      "name": "x402",
      "repo": "browser-use/browser-use",
      "description": "Set up Browser Use Cloud payments with x402 — pay per request from a crypto wallet (USDC on Base mainnet), no signup or API key. Two setups it works out up front — \"just use it\" (set up a wallet so you or Claude Code can",
      "score": 84,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "payments-stripe",
        "smart-contract-security"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/browser-use/browser-use/#x402"
    },
    "browserbase/skills/autobrowse": {
      "id": "browserbase/skills/autobrowse",
      "name": "autobrowse",
      "repo": "browserbase/skills",
      "description": "Self-improving browser automation via the auto-research loop. Iteratively runs a browsing task, reads the trace, and improves the navigation skill (strategy.md) until it reliably passes. Supports parallel runs across mul",
      "score": 83,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "web-scraping",
        "browser-agents"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/browserbase/skills/autobrowse/"
    },
    "browserbase/skills/browser-use-to-stagehand": {
      "id": "browserbase/skills/browser-use-to-stagehand",
      "name": "browser-use-to-stagehand",
      "repo": "browserbase/skills",
      "description": "Migrate browser-use (Python) browser-automation scripts to Stagehand v3 (TypeScript) on Browserbase. Use when the user wants to convert, port, rewrite, or migrate a browser-use Agent script to Stagehand, map browser-use ",
      "score": 84,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "python",
        "typescript-node",
        "web-scraping",
        "browser-agents"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/browserbase/skills/browser-use-to-stagehand/"
    },
    "cloudflare/security-audit-skill/security-audit": {
      "id": "cloudflare/security-audit-skill/security-audit",
      "name": "security-audit",
      "repo": "cloudflare/security-audit-skill",
      "description": "Security guidance and vulnerability review for codebases, APIs, services, CLI tools, libraries, and daemons. Use for security questions, focused reviews, vulnerability research, security audits, or pen tests. Run the com",
      "score": 72,
      "grade": "C",
      "category": "security",
      "topics": [
        "security-auditing",
        "vulnerability-scanning"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/cloudflare/security-audit-skill/security-audit/",
      "weekly_installs": 19665,
      "change_pct": 17
    },
    "cloudflare/skills/agents-sdk": {
      "id": "cloudflare/skills/agents-sdk",
      "name": "agents-sdk",
      "repo": "cloudflare/skills",
      "description": "Build, debug, or review Cloudflare Agents SDK applications using the agents package.",
      "score": 69,
      "grade": "D",
      "category": "ai-agents-llm",
      "topics": [
        "cloudflare",
        "ai-agent-builders"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/cloudflare/skills/agents-sdk/",
      "weekly_installs": 5988,
      "change_pct": -4
    },
    "cloudflare/skills/cloudflare": {
      "id": "cloudflare/skills/cloudflare",
      "name": "cloudflare",
      "repo": "cloudflare/skills",
      "description": "Discover and choose Cloudflare products for apps, APIs, AI agents, storage, networking, and security. Use for architecture and product selection, including when the user describes a need without naming a Cloudflare produ",
      "score": 78,
      "grade": "C",
      "category": "devops-cloud",
      "topics": [
        "cloudflare"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/cloudflare/skills/cloudflare/",
      "weekly_installs": 7902,
      "change_pct": 1
    },
    "cloudflare/skills/cloudflare-email-service": {
      "id": "cloudflare/skills/cloudflare-email-service",
      "name": "cloudflare-email-service",
      "repo": "cloudflare/skills",
      "description": "Implement or troubleshoot Cloudflare Email Sending and Email Routing integrations and their delivery configuration.",
      "score": 71,
      "grade": "C",
      "category": "devops-cloud",
      "topics": [
        "email",
        "email-sending",
        "cloudflare"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/cloudflare/skills/cloudflare-email-service/",
      "weekly_installs": 5919,
      "change_pct": -6
    },
    "cloudflare/skills/cloudflare-one": {
      "id": "cloudflare/skills/cloudflare-one",
      "name": "cloudflare-one",
      "repo": "cloudflare/skills",
      "description": "Design, configure, troubleshoot, or review Cloudflare One Zero Trust and SASE deployments. Use cloudflare-one-migrations for migration planning from other vendors.",
      "score": 70,
      "grade": "C",
      "category": "security",
      "topics": [
        "cloudflare",
        "security-auditing"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/cloudflare/skills/cloudflare-one/",
      "weekly_installs": 6275,
      "change_pct": -6
    },
    "cloudflare/skills/cloudflare-one-migrations": {
      "id": "cloudflare/skills/cloudflare-one-migrations",
      "name": "cloudflare-one-migrations",
      "repo": "cloudflare/skills",
      "description": "Assess and plan migrations from existing VPN, SWG, or SASE platforms to Cloudflare One, including policy mapping, parity gaps, and rollout.",
      "score": 68,
      "grade": "D",
      "category": "security",
      "topics": [
        "cloudflare",
        "security-auditing"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/cloudflare/skills/cloudflare-one-migrations/",
      "weekly_installs": 5753,
      "change_pct": -6
    },
    "cloudflare/skills/durable-objects": {
      "id": "cloudflare/skills/durable-objects",
      "name": "durable-objects",
      "repo": "cloudflare/skills",
      "description": "Build, debug, or review Cloudflare Durable Objects code for persistent state and coordination.",
      "score": 69,
      "grade": "D",
      "category": "devops-cloud",
      "topics": [
        "cloudflare"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/cloudflare/skills/durable-objects/",
      "weekly_installs": 6251,
      "change_pct": -3
    },
    "cloudflare/skills/sandbox-migrate-to-next": {
      "id": "cloudflare/skills/sandbox-migrate-to-next",
      "name": "sandbox-migrate-to-next",
      "repo": "cloudflare/skills",
      "description": "Migrate Cloudflare Sandbox apps from stable @cloudflare/sandbox to @cloudflare/sandbox@next (SDK 1.0 preview). Use sandbox-next for apps already on the preview.",
      "score": 70,
      "grade": "C",
      "category": "devops-cloud",
      "topics": [
        "cloudflare"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/cloudflare/skills/sandbox-migrate-to-next/",
      "weekly_installs": 5592,
      "change_pct": -7
    },
    "cloudflare/skills/sandbox-next": {
      "id": "cloudflare/skills/sandbox-next",
      "name": "sandbox-next",
      "repo": "cloudflare/skills",
      "description": "Build or maintain Cloudflare Sandbox apps on @cloudflare/sandbox@next (SDK 1.0 preview). Use sandbox-migrate-to-next when porting a stable app.",
      "score": 79,
      "grade": "C",
      "category": "devops-cloud",
      "topics": [
        "cloudflare"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/cloudflare/skills/sandbox-next/",
      "weekly_installs": 5594,
      "change_pct": -7
    },
    "cloudflare/skills/sandbox-stable": {
      "id": "cloudflare/skills/sandbox-stable",
      "name": "sandbox-stable",
      "repo": "cloudflare/skills",
      "description": "Build or maintain Cloudflare Sandbox apps on the stable @cloudflare/sandbox package. Use sandbox-next for preview apps and sandbox-migrate-to-next for stable-to-preview migrations.",
      "score": 70,
      "grade": "C",
      "category": "devops-cloud",
      "topics": [
        "cloudflare"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/cloudflare/skills/sandbox-stable/",
      "weekly_installs": 5635,
      "change_pct": -7
    },
    "cloudflare/skills/turnstile-spin": {
      "id": "cloudflare/skills/turnstile-spin",
      "name": "turnstile-spin",
      "repo": "cloudflare/skills",
      "description": "Set up, repair, or migrate to Cloudflare Turnstile bot verification in an existing frontend and backend, including server-side Siteverify.",
      "score": 70,
      "grade": "C",
      "category": "security",
      "topics": [
        "cloudflare"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/cloudflare/skills/turnstile-spin/",
      "weekly_installs": 5843,
      "change_pct": -6
    },
    "cloudflare/skills/web-perf": {
      "id": "cloudflare/skills/web-perf",
      "name": "web-perf",
      "repo": "cloudflare/skills",
      "description": "Audit, diagnose, or optimize website loading and interaction performance, Core Web Vitals, and Lighthouse performance scores.",
      "score": 68,
      "grade": "D",
      "category": "frontend-design",
      "topics": [
        "performance-testing"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/cloudflare/skills/web-perf/",
      "weekly_installs": 6449,
      "change_pct": -4
    },
    "cloudflare/skills/workers-best-practices": {
      "id": "cloudflare/skills/workers-best-practices",
      "name": "workers-best-practices",
      "repo": "cloudflare/skills",
      "description": "Cloudflare Workers best practices for production applications. Use when writing, reviewing, or configuring Workers.",
      "score": 79,
      "grade": "C",
      "category": "devops-cloud",
      "topics": [
        "cloudflare"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/cloudflare/skills/workers-best-practices/",
      "weekly_installs": 7318,
      "change_pct": -3
    },
    "cloudflare/skills/wrangler": {
      "id": "cloudflare/skills/wrangler",
      "name": "wrangler",
      "repo": "cloudflare/skills",
      "description": "Run or troubleshoot Wrangler CLI commands in projects that have a wrangler.jsonc, wrangler.json, or wrangler.toml file, including local development, Previews, deployment, and resource management. For new projects and pro",
      "score": 74,
      "grade": "C",
      "category": "devops-cloud",
      "topics": [
        "cloudflare"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/cloudflare/skills/wrangler/",
      "weekly_installs": 6913,
      "change_pct": -5
    },
    "conorbronsdon/avoid-ai-writing/avoid-ai-writing": {
      "id": "conorbronsdon/avoid-ai-writing/avoid-ai-writing",
      "name": "avoid-ai-writing",
      "repo": "conorbronsdon/avoid-ai-writing",
      "description": "Audit and rewrite content to remove AI writing patterns (\"AI-isms\"). Use this skill when asked to \"remove AI-isms,\" \"clean up AI writing,\" \"edit writing for AI patterns,\" \"audit writing for AI tells,\" or \"make this sound",
      "score": 82,
      "grade": "B",
      "category": "writing-content",
      "topics": [
        "paraphrasing",
        "ai-humanizer"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/conorbronsdon/avoid-ai-writing/avoid-ai-writing/"
    },
    "conorbronsdon/avoid-ai-writing/avoid-ai-writing-router": {
      "id": "conorbronsdon/avoid-ai-writing/avoid-ai-writing-router",
      "name": "avoid-ai-writing-router",
      "repo": "conorbronsdon/avoid-ai-writing",
      "description": "Use when a request combines AI-writing audit, rewrite, file editing, voice preservation, false-positive interpretation, verification, or when the user invokes Avoid AI Writing without naming a mode.",
      "score": 85,
      "grade": "B",
      "category": "writing-content",
      "topics": [
        "ai-humanizer"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/conorbronsdon/avoid-ai-writing/avoid-ai-writing-router/"
    },
    "continuum-ai-corp/orcareplay/orca-replay": {
      "id": "continuum-ai-corp/orcareplay/orca-replay",
      "name": "orca-replay",
      "repo": "Continuum-AI-Corp/OrcaReplay",
      "description": "Answers questions about a past agent run from its recording rather than from memory, and replays or forks that run. Use when asked why an earlier run did something, or to reproduce a failure.",
      "score": 86,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "agent-observability"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/continuum-ai-corp/orcareplay/orca-replay/"
    },
    "coreyhaines31/marketingskills/ab-testing": {
      "id": "coreyhaines31/marketingskills/ab-testing",
      "name": "ab-testing",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions \"A/B test,\" \"split test,\" \"experiment,\" \"test this change,\" \"variant",
      "score": 88,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "marketing-analytics",
        "statistics"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/ab-testing/",
      "weekly_installs": 3997,
      "change_pct": 17
    },
    "coreyhaines31/marketingskills/ad-creative": {
      "id": "coreyhaines31/marketingskills/ad-creative",
      "name": "ad-creative",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform. Also use when the user mentions 'ad copy variations,' 'ad",
      "score": 83,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "ads",
        "copywriting"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/ad-creative/",
      "weekly_installs": 4886,
      "change_pct": 15
    },
    "coreyhaines31/marketingskills/ads": {
      "id": "coreyhaines31/marketingskills/ads",
      "name": "ads",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' 'ROAS,' 'CPA,' 'ad campa",
      "score": 83,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "ads"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/ads/",
      "weekly_installs": 4409,
      "change_pct": 13
    },
    "coreyhaines31/marketingskills/ai-seo": {
      "id": "coreyhaines31/marketingskills/ai-seo",
      "name": "ai-seo",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user mentions 'AI SEO,' 'AEO,' 'GEO,' 'LLMO,' 'answer engine optimization,' 'generati",
      "score": 80,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "seo",
        "ai-search-visibility"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/ai-seo/",
      "weekly_installs": 5441,
      "change_pct": 9
    },
    "coreyhaines31/marketingskills/analytics": {
      "id": "coreyhaines31/marketingskills/analytics",
      "name": "analytics",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions \"set up tracking,\" \"GA4,\" \"Google Analytics,\" \"conversion tracking,\" \"event tracking,\" \"UTM parameters,",
      "score": 88,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "marketing-analytics"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/analytics/",
      "weekly_installs": 4289,
      "change_pct": 10
    },
    "coreyhaines31/marketingskills/aso": {
      "id": "coreyhaines31/marketingskills/aso",
      "name": "aso",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to audit or optimize an App Store or Google Play listing. Also use when the user mentions 'ASO audit,' 'app store optimization,' 'optimize my app listing,' 'improve app visibility,' 'app store ranking",
      "score": 90,
      "grade": "A",
      "category": "marketing-seo",
      "topics": [
        "product-descriptions"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/aso/",
      "weekly_installs": 3858,
      "change_pct": 19
    },
    "coreyhaines31/marketingskills/churn-prevention": {
      "id": "coreyhaines31/marketingskills/churn-prevention",
      "name": "churn-prevention",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies. Also use when the user mentions 'churn,' 'cancel flow,' 'offboarding,' 'save ",
      "score": 88,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "customer-service"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/churn-prevention/",
      "weekly_installs": 3688,
      "change_pct": 12
    },
    "coreyhaines31/marketingskills/co-marketing": {
      "id": "coreyhaines31/marketingskills/co-marketing",
      "name": "co-marketing",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to find co-marketing partners, plan joint campaigns, or brainstorm partnership opportunities. Use when the user says 'co-marketing,' 'partner marketing,' 'joint campaign,' 'who should we partner with,",
      "score": 90,
      "grade": "A",
      "category": "marketing-seo",
      "topics": [
        "affiliate-referral"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/co-marketing/",
      "weekly_installs": 3571,
      "change_pct": 12
    },
    "coreyhaines31/marketingskills/cold-email": {
      "id": "coreyhaines31/marketingskills/cold-email",
      "name": "cold-email",
      "repo": "coreyhaines31/marketingskills",
      "description": "Write and run B2B cold outbound that gets replies, from cold emails and follow-ups to sending setup, LinkedIn, multichannel cadences, and reply handling. Use when the user mentions \"cold email,\" \"cold outreach,\" \"outboun",
      "score": 88,
      "grade": "B",
      "category": "business-finance",
      "topics": [
        "sales",
        "email"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/cold-email/",
      "weekly_installs": 4191,
      "change_pct": 18
    },
    "coreyhaines31/marketingskills/community-marketing": {
      "id": "coreyhaines31/marketingskills/community-marketing",
      "name": "community-marketing",
      "repo": "coreyhaines31/marketingskills",
      "description": "Build and leverage online communities to drive product growth and brand loyalty. Use when the user wants to create a community strategy, grow a Discord or Slack community, manage a forum or subreddit, build brand advocat",
      "score": 88,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/community-marketing/",
      "weekly_installs": 3813,
      "change_pct": 20
    },
    "coreyhaines31/marketingskills/competitor-profiling": {
      "id": "coreyhaines31/marketingskills/competitor-profiling",
      "name": "competitor-profiling",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to research, profile, or analyze competitors from their URLs. Also use when the user mentions 'competitor profile,' 'competitor research,' 'competitor analysis,' 'profile this competitor,' 'analyze co",
      "score": 88,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "market-research"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/competitor-profiling/",
      "weekly_installs": 4199,
      "change_pct": 11
    },
    "coreyhaines31/marketingskills/competitors": {
      "id": "coreyhaines31/marketingskills/competitors",
      "name": "competitors",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to create competitor comparison or alternative pages for SEO and buyer-facing use. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'comparison page,' '[Product]",
      "score": 88,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "seo"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/competitors/",
      "weekly_installs": 3738,
      "change_pct": 13
    },
    "coreyhaines31/marketingskills/content-strategy": {
      "id": "coreyhaines31/marketingskills/content-strategy",
      "name": "content-strategy",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions \"content strategy,\" \"what should I write about,\" \"content ideas,\" \"blog s",
      "score": 88,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "content-marketing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/content-strategy/",
      "weekly_installs": 5239,
      "change_pct": 12
    },
    "coreyhaines31/marketingskills/copy-editing": {
      "id": "coreyhaines31/marketingskills/copy-editing",
      "name": "copy-editing",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to edit, review, or improve existing marketing copy, or refresh outdated content. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make",
      "score": 88,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "copywriting",
        "grammar-checker"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/copy-editing/",
      "weekly_installs": 5072,
      "change_pct": 14
    },
    "coreyhaines31/marketingskills/copywriting": {
      "id": "coreyhaines31/marketingskills/copywriting",
      "name": "copywriting",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to write, rewrite, or improve marketing copy for any page, including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says \"write copy for,\"",
      "score": 86,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "product-descriptions",
        "copywriting"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/copywriting/",
      "weekly_installs": 7459,
      "change_pct": 8
    },
    "coreyhaines31/marketingskills/cro": {
      "id": "coreyhaines31/marketingskills/cro",
      "name": "cro",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to optimize, improve, or increase conversions on any marketing page or form — including homepage, landing pages, pricing pages, feature pages, lead capture forms, or contact forms. Also use when the u",
      "score": 88,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "landing-pages"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/cro/",
      "weekly_installs": 4955,
      "change_pct": 11
    },
    "coreyhaines31/marketingskills/customer-research": {
      "id": "coreyhaines31/marketingskills/customer-research",
      "name": "customer-research",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to conduct, analyze, or synthesize customer research. Use when the user mentions \"customer research,\" \"ICP research,\" \"talk to customers,\" \"analyze transcripts,\" \"customer interviews,\" \"survey analysi",
      "score": 86,
      "grade": "B",
      "category": "product-management",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/customer-research/",
      "weekly_installs": 4504,
      "change_pct": 17
    },
    "coreyhaines31/marketingskills/directory-submissions": {
      "id": "coreyhaines31/marketingskills/directory-submissions",
      "name": "directory-submissions",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to submit their product to startup, SaaS, AI, agent, MCP, no-code, or review directories for backlinks, domain rating, and discovery. Also use when the user mentions \"directory submissions,\" \"submit t",
      "score": 83,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "startup-tools",
        "seo"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/directory-submissions/",
      "weekly_installs": 3822,
      "change_pct": 16
    },
    "coreyhaines31/marketingskills/emails": {
      "id": "coreyhaines31/marketingskills/emails",
      "name": "emails",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions \"email sequence,\" \"drip campaign,\" \"nurture sequence,\" \"onboar",
      "score": 88,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "email",
        "marketing-automation"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/emails/",
      "weekly_installs": 3903,
      "change_pct": 11
    },
    "coreyhaines31/marketingskills/events": {
      "id": "coreyhaines31/marketingskills/events",
      "name": "events",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to plan, run, sponsor, speak at, or get pipeline from events — webinars, conferences, trade shows, meetups, dinners, workshops, virtual summits, or user conferences. Also use when the user mentions 'e",
      "score": 88,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "events-weddings"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/events/"
    },
    "coreyhaines31/marketingskills/free-tools": {
      "id": "coreyhaines31/marketingskills/free-tools",
      "name": "free-tools",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions \"engineering as marketing,\" \"free tool,\" \"marketing too",
      "score": 88,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "seo",
        "lead-generation"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/free-tools/",
      "weekly_installs": 3619,
      "change_pct": 9
    },
    "coreyhaines31/marketingskills/image": {
      "id": "coreyhaines31/marketingskills/image",
      "name": "image",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to create, generate, edit, or optimize images for marketing — blog heroes, social graphics, product mockups, profile banners, listing visuals, or brand assets. Also use when the user mentions 'AI imag",
      "score": 88,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "social-media-graphics"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/image/",
      "weekly_installs": 3934,
      "change_pct": 19
    },
    "coreyhaines31/marketingskills/launch": {
      "id": "coreyhaines31/marketingskills/launch",
      "name": "launch",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early ",
      "score": 88,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "marketing-strategy"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/launch/",
      "weekly_installs": 3983,
      "change_pct": 12
    },
    "coreyhaines31/marketingskills/lead-magnets": {
      "id": "coreyhaines31/marketingskills/lead-magnets",
      "name": "lead-magnets",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to create, plan, or optimize a lead magnet for email capture or lead generation. Also use when the user mentions \"lead magnet,\" \"gated content,\" \"content upgrade,\" \"downloadable,\" \"ebook,\" \"cheat shee",
      "score": 88,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "lead-generation"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/lead-magnets/",
      "weekly_installs": 3944,
      "change_pct": 17
    },
    "coreyhaines31/marketingskills/marketing-ideas": {
      "id": "coreyhaines31/marketingskills/marketing-ideas",
      "name": "marketing-ideas",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product. Also use when the user asks for 'marketing ideas,' 'growth ideas,' 'how to market,' 'marketing strategies,' 'marketing t",
      "score": 90,
      "grade": "A",
      "category": "marketing-seo",
      "topics": [
        "marketing-strategy"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/marketing-ideas/",
      "weekly_installs": 4124,
      "change_pct": 17
    },
    "coreyhaines31/marketingskills/marketing-loops": {
      "id": "coreyhaines31/marketingskills/marketing-loops",
      "name": "marketing-loops",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to set up a recurring, self-running marketing workflow — a repeatable loop an AI agent runs on a cadence (weekly, daily, on a trigger) rather than a one-off task. Also use when the user mentions 'mark",
      "score": 88,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "marketing-automation"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/marketing-loops/"
    },
    "coreyhaines31/marketingskills/marketing-plan": {
      "id": "coreyhaines31/marketingskills/marketing-plan",
      "name": "marketing-plan",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user needs a comprehensive marketing plan for a client, a company they advise, or their own product. Also use when the user mentions \"marketing plan,\" \"growth plan,\" \"GTM plan,\" \"go-to-market plan,\" \"AARRR plan,",
      "score": 83,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "marketing-strategy"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/marketing-plan/",
      "weekly_installs": 3952,
      "change_pct": 13
    },
    "coreyhaines31/marketingskills/marketing-psychology": {
      "id": "coreyhaines31/marketingskills/marketing-psychology",
      "name": "marketing-psychology",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use when the user mentions 'psychology,' 'mental models,' 'cognitive bias,' 'persuasion,' 'behavioral science",
      "score": 87,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "marketing-strategy"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/marketing-psychology/",
      "weekly_installs": 4755,
      "change_pct": 10
    },
    "coreyhaines31/marketingskills/onboarding": {
      "id": "coreyhaines31/marketingskills/onboarding",
      "name": "onboarding",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions \"onboarding flow,\" \"activation rate,\" \"user activation,\" \"first-run experie",
      "score": 92,
      "grade": "A",
      "category": "product-management",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/onboarding/",
      "weekly_installs": 3713,
      "change_pct": 13
    },
    "coreyhaines31/marketingskills/paywalls": {
      "id": "coreyhaines31/marketingskills/paywalls",
      "name": "paywalls",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions \"paywall,\" \"upgrade screen,\" \"upgrade modal,\" \"upsell,\" \"feature gate,\" \"conver",
      "score": 88,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "landing-pages"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/paywalls/",
      "weekly_installs": 3762,
      "change_pct": 23
    },
    "coreyhaines31/marketingskills/popups": {
      "id": "coreyhaines31/marketingskills/popups",
      "name": "popups",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to create or optimize popups, modals, overlays, slide-ins, or banners for conversion purposes. Also use when the user mentions \"exit intent,\" \"popup conversions,\" \"modal optimization,\" \"lead capture p",
      "score": 87,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "lead-generation"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/popups/",
      "weekly_installs": 3642,
      "change_pct": 20
    },
    "coreyhaines31/marketingskills/pricing": {
      "id": "coreyhaines31/marketingskills/pricing",
      "name": "pricing",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions 'pricing,' 'pricing tiers,' 'freemium,' 'free trial,' 'packaging,' 'price increase,' 'value metric,' '",
      "score": 88,
      "grade": "B",
      "category": "business-finance",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/pricing/",
      "weekly_installs": 4202,
      "change_pct": 12
    },
    "coreyhaines31/marketingskills/product-marketing": {
      "id": "coreyhaines31/marketingskills/product-marketing",
      "name": "product-marketing",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to create or update their product marketing context document. Also use when the user mentions 'product context,' 'marketing context,' 'set up context,' 'positioning,' 'who is my target audience,' 'des",
      "score": 88,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "marketing-strategy"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/product-marketing/",
      "weekly_installs": 4485,
      "change_pct": 9
    },
    "coreyhaines31/marketingskills/programmatic-seo": {
      "id": "coreyhaines31/marketingskills/programmatic-seo",
      "name": "programmatic-seo",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to create SEO-driven pages at scale using templates and data. Also use when the user mentions \"programmatic SEO,\" \"template pages,\" \"pages at scale,\" \"directory pages,\" \"location pages,\" \"[keyword] + ",
      "score": 88,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "seo"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/programmatic-seo/",
      "weekly_installs": 4393,
      "change_pct": 18
    },
    "coreyhaines31/marketingskills/prospecting": {
      "id": "coreyhaines31/marketingskills/prospecting",
      "name": "prospecting",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to find, qualify, and build a list of prospects to reach out to, across B2B SaaS, general B2B, or local small businesses. Also use when the user mentions \"prospecting,\" \"build a prospect list,\" \"find ",
      "score": 86,
      "grade": "B",
      "category": "business-finance",
      "topics": [
        "sales"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/prospecting/",
      "weekly_installs": 3937,
      "change_pct": 20
    },
    "coreyhaines31/marketingskills/public-relations": {
      "id": "coreyhaines31/marketingskills/public-relations",
      "name": "public-relations",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants help with public relations, earned media, press coverage, journalist outreach, or media strategy (not pull requests). Also use when the user mentions 'PR,' 'press,' 'press release,' 'media outreach,' ",
      "score": 86,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "press-releases"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/public-relations/"
    },
    "coreyhaines31/marketingskills/referrals": {
      "id": "coreyhaines31/marketingskills/referrals",
      "name": "referrals",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of mouth,' 'viral loop,' ",
      "score": 90,
      "grade": "A",
      "category": "marketing-seo",
      "topics": [
        "affiliate-referral"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/referrals/",
      "weekly_installs": 3664,
      "change_pct": 13
    },
    "coreyhaines31/marketingskills/revops": {
      "id": "coreyhaines31/marketingskills/revops",
      "name": "revops",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants help with revenue operations, lead lifecycle management, or marketing-to-sales handoff processes. Also use when the user mentions 'RevOps,' 'revenue operations,' 'lead scoring,' 'outbound pipeline sta",
      "score": 88,
      "grade": "B",
      "category": "business-finance",
      "topics": [
        "sales",
        "crm"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/revops/",
      "weekly_installs": 3704,
      "change_pct": 17
    },
    "coreyhaines31/marketingskills/sales-enablement": {
      "id": "coreyhaines31/marketingskills/sales-enablement",
      "name": "sales-enablement",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to create sales collateral, pitch decks, one-pagers, objection handling docs, or demo scripts. Also use when the user mentions 'sales deck,' 'pitch deck,' 'one-pager,' 'leave-behind,' 'objection handl",
      "score": 83,
      "grade": "B",
      "category": "business-finance",
      "topics": [
        "sales"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/sales-enablement/",
      "weekly_installs": 3822,
      "change_pct": 14
    },
    "coreyhaines31/marketingskills/schema": {
      "id": "coreyhaines31/marketingskills/schema",
      "name": "schema",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to add, fix, or optimize schema markup and structured data on their site. Also use when the user mentions \"schema markup,\" \"structured data,\" \"JSON-LD,\" \"rich snippets,\" \"schema.org,\" \"FAQ schema,\" \"p",
      "score": 90,
      "grade": "A",
      "category": "marketing-seo",
      "topics": [
        "seo"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/schema/",
      "weekly_installs": 4224,
      "change_pct": 8
    },
    "coreyhaines31/marketingskills/seo-audit": {
      "id": "coreyhaines31/marketingskills/seo-audit",
      "name": "seo-audit",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions \"SEO audit,\" \"technical SEO,\" \"why am I not ranking,\" \"SEO issues,\" \"on-page SEO,\" \"meta tags review,\" \"SEO heal",
      "score": 88,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "seo"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/seo-audit/",
      "weekly_installs": 6276,
      "change_pct": 1
    },
    "coreyhaines31/marketingskills/signup": {
      "id": "coreyhaines31/marketingskills/signup",
      "name": "signup",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions \"signup conversions,\" \"registration friction,\" \"signup form optimization,\" \"free trial si",
      "score": 85,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "lead-generation"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/signup/",
      "weekly_installs": 3580,
      "change_pct": 13
    },
    "coreyhaines31/marketingskills/site-architecture": {
      "id": "coreyhaines31/marketingskills/site-architecture",
      "name": "site-architecture",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to plan, map, or restructure their website's page hierarchy, navigation, URL structure, or internal linking. Also use when the user mentions \"sitemap,\" \"site map,\" \"visual sitemap,\" \"site structure,\" ",
      "score": 92,
      "grade": "A",
      "category": "marketing-seo",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/site-architecture/",
      "weekly_installs": 4180,
      "change_pct": 12
    },
    "coreyhaines31/marketingskills/sms": {
      "id": "coreyhaines31/marketingskills/sms",
      "name": "sms",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to plan, build, or optimize SMS, MMS, or WhatsApp marketing — including welcome flows, abandoned cart texts, post-purchase, win-back, promotional sends, or transactional/auth SMS. Also use when the us",
      "score": 88,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "marketing-automation"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/sms/",
      "weekly_installs": 3490,
      "change_pct": 15
    },
    "coreyhaines31/marketingskills/social": {
      "id": "coreyhaines31/marketingskills/social",
      "name": "social",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, or Facebook, or wants to do social listening and engagement triage. Also use when the user men",
      "score": 86,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "social-media"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/social/",
      "weekly_installs": 5223,
      "change_pct": 14
    },
    "coreyhaines31/marketingskills/video": {
      "id": "coreyhaines31/marketingskills/video",
      "name": "video",
      "repo": "coreyhaines31/marketingskills",
      "description": "When the user wants to create, generate, or produce video content using AI tools or programmatic frameworks. Also use when the user mentions 'video production,' 'AI video,' 'Remotion,' 'Hyperframes,' 'HeyGen,' 'Synthesia",
      "score": 88,
      "grade": "B",
      "category": "media-creative",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/coreyhaines31/marketingskills/video/",
      "weekly_installs": 4205,
      "change_pct": 21
    },
    "danjdewhurst/story-skills/adaptation": {
      "id": "danjdewhurst/story-skills/adaptation",
      "name": "adaptation",
      "repo": "danjdewhurst/story-skills",
      "description": "This skill should be used when the user asks to \"make an audiobook\", \"narration script\", \"narrator\", \"ACX\", \"Findaway\", \"pronunciation guide\", \"how long is the audiobook\", \"adapt to a screenplay\", \"Fountain\", \"screenplay",
      "score": 88,
      "grade": "B",
      "category": "writing-content",
      "topics": [
        "scriptwriting"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/danjdewhurst/story-skills/adaptation/"
    },
    "danjdewhurst/story-skills/chapter-writing": {
      "id": "danjdewhurst/story-skills/chapter-writing",
      "name": "chapter-writing",
      "repo": "danjdewhurst/story-skills",
      "description": "This skill should be used when the user asks to \"write a chapter\", \"next chapter\", \"chapter outline\", \"draft chapter\", \"continue the story\", \"write a scene\", \"outline a chapter\", or wants to write prose for a story proje",
      "score": 90,
      "grade": "A",
      "category": "writing-content",
      "topics": [
        "storytelling",
        "general-writing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/danjdewhurst/story-skills/chapter-writing/"
    },
    "danjdewhurst/story-skills/character-management": {
      "id": "danjdewhurst/story-skills/character-management",
      "name": "character-management",
      "repo": "danjdewhurst/story-skills",
      "description": "This skill should be used when the user asks to \"create a character\", \"update a character\", \"add a character\", \"build a family tree\", \"character relationships\", \"character timeline\", \"character arc\", \"character profile\",",
      "score": 90,
      "grade": "A",
      "category": "writing-content",
      "topics": [
        "storytelling"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/danjdewhurst/story-skills/character-management/"
    },
    "danjdewhurst/story-skills/feedback-triage": {
      "id": "danjdewhurst/story-skills/feedback-triage",
      "name": "feedback-triage",
      "repo": "danjdewhurst/story-skills",
      "description": "This skill should be used when the user asks to \"process beta reader feedback\", \"alpha reader feedback\", \"feedback round\", \"synthesize reader feedback\", \"reader notes\", \"beta feedback\", \"reader readiness check\", \"review ",
      "score": 88,
      "grade": "B",
      "category": "writing-content",
      "topics": [
        "books-publishing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/danjdewhurst/story-skills/feedback-triage/"
    },
    "danjdewhurst/story-skills/line-editing": {
      "id": "danjdewhurst/story-skills/line-editing",
      "name": "line-editing",
      "repo": "danjdewhurst/story-skills",
      "description": "This skill should be used when the user asks to \"line edit\", \"edit my prose\", \"polish this chapter\", \"tighten the prose\", \"improve the sentences\", \"copyedit\", \"proofread\", \"proof pass\", \"check grammar and punctuation\", \"",
      "score": 90,
      "grade": "A",
      "category": "writing-content",
      "topics": [
        "grammar-checker",
        "general-writing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/danjdewhurst/story-skills/line-editing/"
    },
    "danjdewhurst/story-skills/plot-structure": {
      "id": "danjdewhurst/story-skills/plot-structure",
      "name": "plot-structure",
      "repo": "danjdewhurst/story-skills",
      "description": "This skill should be used when the user asks to \"create a plot arc\", \"story structure\", \"add a plot point\", \"story timeline\", \"track foreshadowing\", \"pacing\", \"sagging middle\", \"act structure\", \"story arc\", \"plot outline",
      "score": 90,
      "grade": "A",
      "category": "writing-content",
      "topics": [
        "storytelling"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/danjdewhurst/story-skills/plot-structure/"
    },
    "danjdewhurst/story-skills/series-continuity": {
      "id": "danjdewhurst/story-skills/series-continuity",
      "name": "series-continuity",
      "repo": "danjdewhurst/story-skills",
      "description": "This skill should be used when the user asks to \"write a sequel\", \"write a prequel\", \"start book two\", \"continue the series\", \"companion novel\", \"spin-off\", \"link books in a series\", \"carry characters into the next book\"",
      "score": 90,
      "grade": "A",
      "category": "writing-content",
      "topics": [
        "storytelling",
        "books-publishing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/danjdewhurst/story-skills/series-continuity/"
    },
    "danjdewhurst/story-skills/submission": {
      "id": "danjdewhurst/story-skills/submission",
      "name": "submission",
      "repo": "danjdewhurst/story-skills",
      "description": "This skill should be used when the user asks to \"write a query letter\", \"query\", \"querying\", \"pitch\", \"blurb\", \"back cover copy\", \"jacket copy\", \"comp titles\", \"comparable titles\", \"synopsis for agents\", \"submit to agent",
      "score": 88,
      "grade": "B",
      "category": "writing-content",
      "topics": [
        "storytelling",
        "books-publishing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/danjdewhurst/story-skills/submission/"
    },
    "danjdewhurst/story-skills/verse-craft": {
      "id": "danjdewhurst/story-skills/verse-craft",
      "name": "verse-craft",
      "repo": "danjdewhurst/story-skills",
      "description": "This skill should be used when the user asks to \"write a poem\", \"write a limerick\", \"write a sonnet\", \"haiku\", \"villanelle\", \"ballad\", \"song lyrics\", \"a song for my character\", \"a rhyme\", \"rhyming couplets\", \"does this s",
      "score": 88,
      "grade": "B",
      "category": "writing-content",
      "topics": [
        "storytelling",
        "lyrics-songwriting",
        "fun-tools"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/danjdewhurst/story-skills/verse-craft/"
    },
    "danjdewhurst/story-skills/voice-style": {
      "id": "danjdewhurst/story-skills/voice-style",
      "name": "voice-style",
      "repo": "danjdewhurst/story-skills",
      "description": "This skill should be used when the user asks to \"create a style sheet\", \"style guide\", \"house style\", \"keep the voice consistent\", \"voice drift\", \"British or American spelling\", \"character voices\", \"lint the prose\", \"pro",
      "score": 90,
      "grade": "A",
      "category": "writing-content",
      "topics": [
        "storytelling",
        "grammar-checker",
        "general-writing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/danjdewhurst/story-skills/voice-style/"
    },
    "danjdewhurst/story-skills/worldbuilding": {
      "id": "danjdewhurst/story-skills/worldbuilding",
      "name": "worldbuilding",
      "repo": "danjdewhurst/story-skills",
      "description": "This skill should be used when the user asks to \"create a location\", \"add a location\", \"magic system\", \"political system\", \"build the world\", \"add culture\", \"world history\", \"technology system\", \"religion\", \"economy\", \"m",
      "score": 90,
      "grade": "A",
      "category": "writing-content",
      "topics": [
        "storytelling"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/danjdewhurst/story-skills/worldbuilding/"
    },
    "deanpeters/product-manager-skills/press-release": {
      "id": "deanpeters/product-manager-skills/press-release",
      "name": "press-release",
      "repo": "deanpeters/Product-Manager-Skills",
      "description": "Write an Amazon-style press release that defines customer value before building. Use when aligning stakeholders on a new product, feature, or strategic bet.",
      "score": 81,
      "grade": "B",
      "category": "product-management",
      "topics": [
        "press-releases"
      ],
      "license": "CC-BY-NC-SA-4.0",
      "cost_lane": "noncommercial",
      "listing": "https://suedeai.directory/deanpeters/product-manager-skills/#press-release"
    },
    "eduardo-sl/go-agent-skills/git-commit": {
      "id": "eduardo-sl/go-agent-skills/git-commit",
      "name": "git-commit",
      "repo": "eduardo-sl/go-agent-skills",
      "description": "Structured git commit messages following Conventional Commits format for Go projects. Generates well-scoped, atomic commits with clear descriptions. Use when committing changes, writing commit messages, preparing PRs, or",
      "score": 92,
      "grade": "A",
      "category": "developer-tools",
      "topics": [
        "golang",
        "git-version-control",
        "pull-requests"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/eduardo-sl/go-agent-skills/git-commit/"
    },
    "eduardo-sl/go-agent-skills/go-api-design": {
      "id": "eduardo-sl/go-agent-skills/go-api-design",
      "name": "go-api-design",
      "repo": "eduardo-sl/go-agent-skills",
      "description": "HTTP/REST API design for Go services: handlers, ServeMux routing, middleware, request validation, pagination, idempotency, health checks, error responses, and graceful shutdown. Use when designing APIs, writing HTTP hand",
      "score": 95,
      "grade": "A",
      "category": "developer-tools",
      "topics": [
        "golang",
        "rest-apis"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/eduardo-sl/go-agent-skills/go-api-design/"
    },
    "eduardo-sl/go-agent-skills/go-build-release": {
      "id": "eduardo-sl/go-agent-skills/go-build-release",
      "name": "go-build-release",
      "repo": "eduardo-sl/go-agent-skills",
      "description": "Build and release Go binaries that are reproducible and verifiable: version stamping, -trimpath builds, cross-compilation, GoReleaser, checksums, SBOMs, cosign signing, build provenance attestations, and container images",
      "score": 93,
      "grade": "A",
      "category": "devops-cloud",
      "topics": [
        "golang",
        "ci-cd",
        "docker-containers"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/eduardo-sl/go-agent-skills/go-build-release/"
    },
    "eduardo-sl/go-agent-skills/go-ci": {
      "id": "eduardo-sl/go-agent-skills/go-ci",
      "name": "go-ci",
      "repo": "eduardo-sl/go-agent-skills",
      "description": "Continuous integration for Go projects: GitHub Actions pipelines, caching, golangci-lint setup, test/coverage gates, vulnerability scanning, SAST (CodeQL, gosec), Dependabot, action pinning, build matrices, Makefile targ",
      "score": 95,
      "grade": "A",
      "category": "devops-cloud",
      "topics": [
        "golang",
        "ci-cd",
        "code-quality-linting",
        "dependency-management"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/eduardo-sl/go-agent-skills/go-ci/"
    },
    "eduardo-sl/go-agent-skills/go-cli": {
      "id": "eduardo-sl/go-agent-skills/go-cli",
      "name": "go-cli",
      "repo": "eduardo-sl/go-agent-skills",
      "description": "Build command-line tools in Go: flag handling, subcommands, stdin/stdout discipline, exit codes, signal handling, and when Cobra/Viper earn their weight over the standard library. Use when: \"build a CLI\", \"add a subcomma",
      "score": 95,
      "grade": "A",
      "category": "developer-tools",
      "topics": [
        "cli-tools",
        "golang"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/eduardo-sl/go-agent-skills/go-cli/"
    },
    "eduardo-sl/go-agent-skills/go-coding-standards": {
      "id": "eduardo-sl/go-agent-skills/go-coding-standards",
      "name": "go-coding-standards",
      "repo": "eduardo-sl/go-agent-skills",
      "description": "Go coding standards and style conventions grounded in Effective Go, Go Code Review Comments, and production-proven idioms. Use when writing or reviewing Go code for import ordering, variable declarations, struct initiali",
      "score": 95,
      "grade": "A",
      "category": "code-review-quality",
      "topics": [
        "golang",
        "code-review",
        "code-quality-linting"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/eduardo-sl/go-agent-skills/go-coding-standards/"
    },
    "eduardo-sl/go-agent-skills/go-concurrency-review": {
      "id": "eduardo-sl/go-agent-skills/go-concurrency-review",
      "name": "go-concurrency-review",
      "repo": "eduardo-sl/go-agent-skills",
      "description": "Review and implement safe concurrency patterns in Go: goroutines, channels, sync primitives, context propagation, and goroutine lifecycle management. Use when writing concurrent code, reviewing async patterns, checking t",
      "score": 95,
      "grade": "A",
      "category": "developer-tools",
      "topics": [
        "golang",
        "code-review"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/eduardo-sl/go-agent-skills/go-concurrency-review/"
    },
    "eduardo-sl/go-agent-skills/go-context": {
      "id": "eduardo-sl/go-agent-skills/go-context",
      "name": "go-context",
      "repo": "eduardo-sl/go-agent-skills",
      "description": "Correct usage of context.Context in Go: propagation, cancellation, timeouts, deadlines, values, and common anti-patterns. Use when: \"context usage\", \"context.Context\", \"context cancellation\", \"timeout\", \"context.WithTime",
      "score": 95,
      "grade": "A",
      "category": "developer-tools",
      "topics": [
        "golang"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/eduardo-sl/go-agent-skills/go-context/"
    },
    "eduardo-sl/go-agent-skills/go-data-structures": {
      "id": "eduardo-sl/go-agent-skills/go-data-structures",
      "name": "go-data-structures",
      "repo": "eduardo-sl/go-agent-skills",
      "description": "Correct use of Go's built-in data structures: slices (nil vs empty, append semantics, aliasing, preallocation), maps (comma-ok, sets, iteration order), arrays, and choosing between them. Use when: \"slice vs array\", \"nil ",
      "score": 95,
      "grade": "A",
      "category": "developer-tools",
      "topics": [
        "golang"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/eduardo-sl/go-agent-skills/go-data-structures/"
    },
    "eduardo-sl/go-agent-skills/go-database": {
      "id": "eduardo-sl/go-agent-skills/go-database",
      "name": "go-database",
      "repo": "eduardo-sl/go-agent-skills",
      "description": "Database patterns for Go services: database/sql, connection management, transactions, migrations, query builders, and ORM usage (sqlc, GORM, ent). Use when: \"database access\", \"SQL query\", \"connection pool\", \"transaction",
      "score": 95,
      "grade": "A",
      "category": "data-databases",
      "topics": [
        "sql",
        "golang"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/eduardo-sl/go-agent-skills/go-database/"
    },
    "eduardo-sl/go-agent-skills/go-defensive-coding": {
      "id": "eduardo-sl/go-agent-skills/go-defensive-coding",
      "name": "go-defensive-coding",
      "repo": "eduardo-sl/go-agent-skills",
      "description": "Prevent panics, silent corruption, and subtle runtime bugs in Go: typed-nil interfaces, slice aliasing, integer overflow on conversion, float comparison, defer in loops, defensive copying at API boundaries, and zero-valu",
      "score": 93,
      "grade": "A",
      "category": "code-review-quality",
      "topics": [
        "golang"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/eduardo-sl/go-agent-skills/go-defensive-coding/"
    },
    "eduardo-sl/go-agent-skills/go-dependency-injection": {
      "id": "eduardo-sl/go-agent-skills/go-dependency-injection",
      "name": "go-dependency-injection",
      "repo": "eduardo-sl/go-agent-skills",
      "description": "Dependency injection in Go: constructor injection, wiring in main, avoiding global state, and when frameworks (wire, fx, dig) earn their complexity. Use when: \"dependency injection\", \"wire up dependencies\", \"inject this\"",
      "score": 92,
      "grade": "A",
      "category": "developer-tools",
      "topics": [
        "golang"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/eduardo-sl/go-agent-skills/go-dependency-injection/"
    },
    "eduardo-sl/go-agent-skills/go-design-patterns": {
      "id": "eduardo-sl/go-agent-skills/go-design-patterns",
      "name": "go-design-patterns",
      "repo": "eduardo-sl/go-agent-skills",
      "description": "Idiomatic Go design patterns: functional options, builder, factory, strategy, middleware chain, pub/sub, and other patterns adapted for Go's type system. Use when: \"design pattern\", \"functional options\", \"builder pattern",
      "score": 95,
      "grade": "A",
      "category": "developer-tools",
      "topics": [
        "golang"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/eduardo-sl/go-agent-skills/go-design-patterns/"
    },
    "eduardo-sl/go-agent-skills/go-documentation": {
      "id": "eduardo-sl/go-agent-skills/go-documentation",
      "name": "go-documentation",
      "repo": "eduardo-sl/go-agent-skills",
      "description": "Go documentation conventions: godoc comments, package docs, testable Example functions, deprecation notices, doc links, and project docs (README, CHANGELOG, llms.txt). Use when: \"add godoc\", \"document this package\", \"wri",
      "score": 95,
      "grade": "A",
      "category": "writing-content",
      "topics": [
        "technical-writing",
        "golang",
        "documentation"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/eduardo-sl/go-agent-skills/go-documentation/"
    },
    "eduardo-sl/go-agent-skills/go-error-handling": {
      "id": "eduardo-sl/go-agent-skills/go-error-handling",
      "name": "go-error-handling",
      "repo": "eduardo-sl/go-agent-skills",
      "description": "Go error handling patterns, wrapping, sentinel errors, custom error types, and the errors package. Grounded in Effective Go, Go Code Review Comments, and production-proven idioms. Use when implementing error handling, de",
      "score": 95,
      "grade": "A",
      "category": "developer-tools",
      "topics": [
        "golang"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/eduardo-sl/go-agent-skills/go-error-handling/"
    },
    "eduardo-sl/go-agent-skills/go-graphql": {
      "id": "eduardo-sl/go-agent-skills/go-graphql",
      "name": "go-graphql",
      "repo": "eduardo-sl/go-agent-skills",
      "description": "Build GraphQL servers in Go with gqlgen: schema-first generation, resolver structure, the N+1 problem and dataloaders, complexity and depth limits, error presentation, field-level authorization, and testing resolvers. Us",
      "score": 93,
      "grade": "A",
      "category": "developer-tools",
      "topics": [
        "golang",
        "graphql"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/eduardo-sl/go-agent-skills/go-graphql/"
    },
    "eduardo-sl/go-agent-skills/go-grpc": {
      "id": "eduardo-sl/go-agent-skills/go-grpc",
      "name": "go-grpc",
      "repo": "eduardo-sl/go-agent-skills",
      "description": "gRPC services in Go beyond the basics: proto design, status codes and error details, interceptors, deadlines, streaming, health checks, and graceful shutdown. Use when: \"gRPC service\", \"proto design\", \"gRPC error handlin",
      "score": 95,
      "grade": "A",
      "category": "developer-tools",
      "topics": [
        "golang",
        "graphql"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/eduardo-sl/go-agent-skills/go-grpc/"
    },
    "eduardo-sl/go-agent-skills/go-interface-design": {
      "id": "eduardo-sl/go-agent-skills/go-interface-design",
      "name": "go-interface-design",
      "repo": "eduardo-sl/go-agent-skills",
      "description": "Go interface design patterns: implicit interfaces, consumer-side definition, interface compliance verification, composition, the accept-interfaces-return-structs principle, and common pitfalls. Use when designing interfa",
      "score": 95,
      "grade": "A",
      "category": "developer-tools",
      "topics": [
        "golang"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/eduardo-sl/go-agent-skills/go-interface-design/"
    },
    "eduardo-sl/go-agent-skills/go-modernize": {
      "id": "eduardo-sl/go-agent-skills/go-modernize",
      "name": "go-modernize",
      "repo": "eduardo-sl/go-agent-skills",
      "description": "Modernize Go code to use current language features and standard library additions, Go 1.21 through 1.27: generics and generic methods, log/slog, errors.Join, slices/maps, iterators, encoding/json/v2, stdlib uuid. Use whe",
      "score": 95,
      "grade": "A",
      "category": "developer-tools",
      "topics": [
        "golang",
        "refactoring"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/eduardo-sl/go-agent-skills/go-modernize/"
    },
    "eduardo-sl/go-agent-skills/go-naming": {
      "id": "eduardo-sl/go-agent-skills/go-naming",
      "name": "go-naming",
      "repo": "eduardo-sl/go-agent-skills",
      "description": "Go naming conventions for packages, files, types, functions, methods, receivers, variables, constants, errors, acronyms and tests, grounded in Effective Go and Go Code Review Comments. Use when: \"what should I name this\"",
      "score": 95,
      "grade": "A",
      "category": "code-review-quality",
      "topics": [
        "golang",
        "code-quality-linting"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/eduardo-sl/go-agent-skills/go-naming/"
    },
    "eduardo-sl/go-agent-skills/go-observability": {
      "id": "eduardo-sl/go-agent-skills/go-observability",
      "name": "go-observability",
      "repo": "eduardo-sl/go-agent-skills",
      "description": "Structured logging, distributed tracing, metrics, and health checks for Go services. Covers slog, OpenTelemetry, Prometheus, and observability best practices. Use when: \"add logging\", \"structured logs\", \"add tracing\", \"O",
      "score": 95,
      "grade": "A",
      "category": "devops-cloud",
      "topics": [
        "golang",
        "observability"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/eduardo-sl/go-agent-skills/go-observability/"
    },
    "eduardo-sl/go-agent-skills/go-openapi": {
      "id": "eduardo-sl/go-agent-skills/go-openapi",
      "name": "go-openapi",
      "repo": "eduardo-sl/go-agent-skills",
      "description": "Spec-first REST development in Go with OpenAPI: generating server interfaces and clients with oapi-codegen, request validation middleware, RFC 9457 error bodies, contract testing, and detecting breaking API changes. Use ",
      "score": 90,
      "grade": "A",
      "category": "developer-tools",
      "topics": [
        "golang",
        "rest-apis",
        "documentation"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/eduardo-sl/go-agent-skills/go-openapi/"
    },
    "eduardo-sl/go-agent-skills/go-performance-review": {
      "id": "eduardo-sl/go-agent-skills/go-performance-review",
      "name": "go-performance-review",
      "repo": "eduardo-sl/go-agent-skills",
      "description": "Detect performance anti-patterns and apply optimization techniques in Go. Covers allocations, benchmarks and benchstat, pprof and traces, GC and GOMEMLIMIT tuning, PGO, and HTTP client reuse. Use when checking performanc",
      "score": 95,
      "grade": "A",
      "category": "developer-tools",
      "topics": [
        "golang",
        "performance-testing",
        "code-review"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/eduardo-sl/go-agent-skills/go-performance-review/"
    },
    "eduardo-sl/go-agent-skills/go-project-layout": {
      "id": "eduardo-sl/go-agent-skills/go-project-layout",
      "name": "go-project-layout",
      "repo": "eduardo-sl/go-agent-skills",
      "description": "Scaffold new Go projects and services: directory structure, cmd/ and internal/ conventions, when to use a flat layout, module naming, and main package wiring. Use when: \"new Go project\", \"scaffold a service\", \"create pro",
      "score": 92,
      "grade": "A",
      "category": "developer-tools",
      "topics": [
        "golang"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/eduardo-sl/go-agent-skills/go-project-layout/"
    },
    "eduardo-sl/go-agent-skills/go-refactoring": {
      "id": "eduardo-sl/go-agent-skills/go-refactoring",
      "name": "go-refactoring",
      "repo": "eduardo-sl/go-agent-skills",
      "description": "Safe refactoring workflow for Go: behavior-preserving steps, compiler-checked renames, extracting packages, breaking circular dependencies, and strangler migrations — always behind green tests. Use when: \"refactor this\",",
      "score": 95,
      "grade": "A",
      "category": "code-review-quality",
      "topics": [
        "code-assistant",
        "golang",
        "refactoring"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/eduardo-sl/go-agent-skills/go-refactoring/"
    },
    "eduardo-sl/go-agent-skills/go-semantic-tools": {
      "id": "eduardo-sl/go-agent-skills/go-semantic-tools",
      "name": "go-semantic-tools",
      "repo": "eduardo-sl/go-agent-skills",
      "description": "Navigate and analyze Go codebases semantically with the toolchain instead of text search: gopls via its MCP server or CLI (references, implementations, call hierarchy, rename, extract/inline code actions, diagnostics), g",
      "score": 93,
      "grade": "A",
      "category": "developer-tools",
      "topics": [
        "golang"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/eduardo-sl/go-agent-skills/go-semantic-tools/"
    },
    "eduardo-sl/go-agent-skills/go-test-quality": {
      "id": "eduardo-sl/go-agent-skills/go-test-quality",
      "name": "go-test-quality",
      "repo": "eduardo-sl/go-agent-skills",
      "description": "Go testing patterns for production-grade code: subtests, test helpers, fixtures, golden files, httptest, testcontainers, fuzz testing, and testing/synctest. Covers mocking strategies, test isolation, coverage analysis, a",
      "score": 93,
      "grade": "A",
      "category": "testing-qa",
      "topics": [
        "golang",
        "test-automation",
        "unit-testing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/eduardo-sl/go-agent-skills/go-test-quality/"
    },
    "eduardo-sl/go-agent-skills/go-test-table-driven": {
      "id": "eduardo-sl/go-agent-skills/go-test-table-driven",
      "name": "go-test-table-driven",
      "repo": "eduardo-sl/go-agent-skills",
      "description": "Deep dive on table-driven tests in Go: when to use them, when to avoid them, struct design, subtest naming, advanced patterns like test matrices and shared setup, and refactoring bloated tables into clean ones. Use when ",
      "score": 93,
      "grade": "A",
      "category": "testing-qa",
      "topics": [
        "golang",
        "test-automation",
        "unit-testing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/eduardo-sl/go-agent-skills/go-test-table-driven/"
    },
    "eduardo-sl/go-agent-skills/go-troubleshooting": {
      "id": "eduardo-sl/go-agent-skills/go-troubleshooting",
      "name": "go-troubleshooting",
      "repo": "eduardo-sl/go-agent-skills",
      "description": "Diagnose runtime problems in Go programs: panics and stack traces, deadlocks, goroutine leaks, memory leaks, OOM kills, race reports, and debugging with delve and pprof. Use when: \"debug this panic\", \"read this stack tra",
      "score": 95,
      "grade": "A",
      "category": "testing-qa",
      "topics": [
        "golang"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/eduardo-sl/go-agent-skills/go-troubleshooting/"
    },
    "emblemcompany/agent-skills/emblem-ai-agent-wallet": {
      "id": "emblemcompany/agent-skills/emblem-ai-agent-wallet",
      "name": "emblem-ai-agent-wallet",
      "repo": "EmblemCompany/Agent-skills",
      "description": "Connect to EmblemVault and manage wallet-aware workflows via EmblemAI with review-first, operator-controlled actions. Supports Solana, Ethereum, Base, BSC, Polygon, Hedera, and Bitcoin. Also use when the user needs Emble",
      "score": 83,
      "grade": "B",
      "category": "business-finance",
      "topics": [
        "finance",
        "smart-contract-security"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/emblemcompany/agent-skills/emblem-ai-agent-wallet/"
    },
    "emblemcompany/agent-skills/emblem-portfolio-tracker": {
      "id": "emblemcompany/agent-skills/emblem-portfolio-tracker",
      "name": "emblem-portfolio-tracker",
      "repo": "EmblemCompany/Agent-skills",
      "description": "Track crypto portfolio across 7 blockchains via EmblemAI. Aggregated balances with USD values, conditional trade P&L, and DeFi position tracking via Nansen. Use when the user wants to check their portfolio, see balances ",
      "score": 78,
      "grade": "C",
      "category": "business-finance",
      "topics": [
        "finance",
        "smart-contract-security",
        "personal-finance"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/emblemcompany/agent-skills/emblem-portfolio-tracker/"
    },
    "expo/skills/eas-hosting": {
      "id": "expo/skills/eas-hosting",
      "name": "eas-hosting",
      "repo": "expo/skills",
      "description": "Deploy Expo websites and Expo Router API routes to EAS Hosting - export the web bundle, run eas deploy for production and PR preview URLs, manage environment secrets and custom domains, and work within the Cloudflare Wor",
      "score": 84,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "expo-react-native",
        "cloudflare",
        "deployment-hosting"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/expo/skills/eas-hosting/"
    },
    "expo/skills/eas-simulator": {
      "id": "expo/skills/eas-simulator",
      "name": "eas-simulator",
      "repo": "expo/skills",
      "description": "Run and control a user's app on a remote iOS/Android simulator hosted on EAS cloud. Read before running any `eas simulator:*` commands - it has the current syntax for this experimental API. Use whenever the user needs a ",
      "score": 85,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "expo-react-native",
        "android-kotlin"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/expo/skills/eas-simulator/"
    },
    "expo/skills/eas-update": {
      "id": "expo/skills/eas-update",
      "name": "eas-update",
      "repo": "expo/skills",
      "description": "Configure and use EAS Update for over-the-air JavaScript and asset updates with expo-updates and EAS CLI. Use when setting up OTA updates, running eas update:configure or eas update, publishing to preview/staging/product",
      "score": 86,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "expo-react-native",
        "deployment-hosting"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/expo/skills/#eas-update"
    },
    "expo/skills/expo-dev-client": {
      "id": "expo/skills/expo-dev-client",
      "name": "expo-dev-client",
      "repo": "expo/skills",
      "description": "Build and distribute Expo development clients locally or via TestFlight for internal testing. For production TestFlight releases and store submission, use the eas-app-stores skill.",
      "score": 72,
      "grade": "C",
      "category": "developer-tools",
      "topics": [
        "expo-react-native"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/expo/skills/expo-dev-client/",
      "weekly_installs": 2333,
      "change_pct": 9
    },
    "expo/skills/expo-migrate-module": {
      "id": "expo/skills/expo-migrate-module",
      "name": "expo-migrate-module",
      "repo": "expo/skills",
      "description": "Migrate an existing Apple/Swift Expo native module from the Expo Modules API 1.0 definition DSL to the 2.0 macro API (sometimes called v2) while preserving its JavaScript and TypeScript contract. Use when converting or i",
      "score": 87,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "expo-react-native",
        "ios-swift"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/expo/skills/expo-migrate-module/"
    },
    "expo/skills/expo-module": {
      "id": "expo/skills/expo-module",
      "name": "expo-module",
      "repo": "expo/skills",
      "description": "Guide for creating and writing Expo native modules and views using the Expo Modules API (Swift, Kotlin, TypeScript). Covers module definition DSL, native views, shared objects, config plugins, lifecycle hooks, autolinkin",
      "score": 87,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "expo-react-native",
        "ios-swift",
        "android-kotlin"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/expo/skills/expo-module/"
    },
    "fal-ai-community/skills/character-design": {
      "id": "fal-ai-community/skills/character-design",
      "name": "character-design",
      "repo": "fal-ai-community/skills",
      "description": "Build consistent character designs and character media with genmedia. Use this for original characters, reference sheets, expression sheets, outfit variations, identity-preserving edits, and character-to-video workflows.",
      "score": 75,
      "grade": "C",
      "category": "frontend-design",
      "topics": [
        "characters-avatars"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/fal-ai-community/skills/#character-design"
    },
    "fal-ai-community/skills/cinematography": {
      "id": "fal-ai-community/skills/cinematography",
      "name": "cinematography",
      "repo": "fal-ai-community/skills",
      "description": "Design cinematic image and video prompts for genmedia. Use this for shot language, camera movement, lighting, lens choices, color grade, film texture, scene blocking, and production-ready visual direction.",
      "score": 75,
      "grade": "C",
      "category": "media-creative",
      "topics": [
        "video-scripts"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/fal-ai-community/skills/#cinematography"
    },
    "firebase/skills/firebase-remote-config-basics": {
      "id": "firebase/skills/firebase-remote-config-basics",
      "name": "firebase-remote-config-basics",
      "repo": "firebase/skills",
      "description": "Manages Firebase Remote Config templates, feature flags, loading strategies, and SDKs (Android, iOS). Use when downloading/deploying remoteconfig JSON templates, managing version history/feature flags, setting in-app def",
      "score": 86,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "supabase-firebase",
        "google-cloud"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/firebase/skills/firebase-remote-config-basics/"
    },
    "firecrawl/skills/firecrawl-job-postings": {
      "id": "firecrawl/skills/firecrawl-job-postings",
      "name": "firecrawl-job-postings",
      "repo": "firecrawl/skills",
      "description": "Find current job postings on employer career pages and job boards. Use when the user asks who's hiring, seeks remote or local jobs, or wants openings matched to their role, skills, experience, or salary preferences.",
      "score": 74,
      "grade": "C",
      "category": "business-finance",
      "topics": [
        "hr-recruiting",
        "job-search"
      ],
      "license": "ISC",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/firecrawl/skills/#firecrawl-job-postings"
    },
    "firecrawl/skills/firecrawl-lead-research": {
      "id": "firecrawl/skills/firecrawl-lead-research",
      "name": "firecrawl-lead-research",
      "repo": "firecrawl/skills",
      "description": "Enrich and research the people and companies the user names or supplies with Firecrawl Alexandria data: background on a person, a professional profile URL to look up, whether someone still holds a role, missing columns i",
      "score": 82,
      "grade": "B",
      "category": "business-finance",
      "topics": [
        "sales",
        "meeting-assistant"
      ],
      "license": "ISC",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/firecrawl/skills/firecrawl-lead-research/"
    },
    "firecrawl/skills/firecrawl-monitor": {
      "id": "firecrawl/skills/firecrawl-monitor",
      "name": "firecrawl-monitor",
      "repo": "firecrawl/skills",
      "description": "Alert by webhook/email on web changes — use for \"monitor/watch/track/alert me when\": recurring checks on known URLs (prefer over repeated one-off scrapes) or web-wide watches for new results (queries + goal).",
      "score": 82,
      "grade": "B",
      "category": "productivity-knowledge",
      "topics": [
        "workflow-automation"
      ],
      "license": "ISC",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/firecrawl/skills/#firecrawl-monitor"
    },
    "firecrawl/skills/firecrawl-search": {
      "id": "firecrawl/skills/firecrawl-search",
      "name": "firecrawl-search",
      "repo": "firecrawl/skills",
      "description": "Find web sources with query-relevant page excerpts and optional full-page content, and discover workflows, data APIs, and indexes. Use for web research or finding structured records, listings, transcripts, and datasets. ",
      "score": 79,
      "grade": "C",
      "category": "productivity-knowledge",
      "topics": [
        "search-engine"
      ],
      "license": "ISC",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/firecrawl/skills/firecrawl-search/"
    },
    "geekflare/geekflare-skills/geekflare": {
      "id": "geekflare/geekflare-skills/geekflare",
      "name": "geekflare",
      "repo": "geekflare/geekflare-skills",
      "description": "Use Geekflare for live web search (including full Google SERP results), scraping public webpages into Markdown or structured JSON, page metadata, brand identity (logos, colors, fonts), screenshots, URL-to-PDF, and websit",
      "score": 80,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "search-engine",
        "web-scraping",
        "mcp-servers"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/geekflare/geekflare-skills/geekflare/"
    },
    "getsentry/skills/secret-serialization": {
      "id": "getsentry/skills/secret-serialization",
      "name": "secret-serialization",
      "repo": "getsentry/skills",
      "description": "Finds secrets, tokens, passwords, and API keys that can leak through generated serialization: Python dataclass repr and asdict, attrs, pydantic model_dump, NamedTuple, JavaScript JSON.stringify and util.inspect, structur",
      "score": 86,
      "grade": "B",
      "category": "security",
      "topics": [
        "secrets-credentials"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/getsentry/skills/secret-serialization/"
    },
    "getsentry/skills/skill-scanner": {
      "id": "getsentry/skills/skill-scanner",
      "name": "skill-scanner",
      "repo": "getsentry/skills",
      "description": "Scan agent skills for security issues. Use when asked to \"scan a skill\", \"audit a skill\", \"review skill security\", \"check skill for injection\", \"validate SKILL.md\", or assess whether an agent skill is safe to install. Ch",
      "score": 88,
      "grade": "B",
      "category": "security",
      "topics": [
        "vulnerability-scanning",
        "dependency-management",
        "agent-safety"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/getsentry/skills/skill-scanner/"
    },
    "github/awesome-copilot/content-management-systems": {
      "id": "github/awesome-copilot/content-management-systems",
      "name": "content-management-systems",
      "repo": "github/awesome-copilot",
      "description": "Workflow for building and modifying content management systems across WordPress, Shopify, Wix, Squarespace, Drupal, WooCommerce, Joomla, HubSpot CMS Hub, Webflow, Adobe Experience Manager, and similar platforms. Use when",
      "score": 80,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "cms",
        "shopify-ecommerce-dev"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/github/awesome-copilot/#content-management-systems"
    },
    "github/awesome-copilot/convert-excel-to-md": {
      "id": "github/awesome-copilot/convert-excel-to-md",
      "name": "convert-excel-to-md",
      "repo": "github/awesome-copilot",
      "description": "Converts Excel (.xlsx) workbooks into Markdown so their contents can be accurately analyzed, summarized, searched, or extracted from. Use this skill whenever the user shares, references, or asks about a .xlsx file — even",
      "score": 81,
      "grade": "B",
      "category": "documents-office",
      "topics": [
        "spreadsheets",
        "documents"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/github/awesome-copilot/#convert-excel-to-md"
    },
    "github/awesome-copilot/daily-focus-board": {
      "id": "github/awesome-copilot/daily-focus-board",
      "name": "daily-focus-board",
      "repo": "github/awesome-copilot",
      "description": "Spin up a personal, motivating daily focus board that renders in a browser canvas and that the user drives by talking to their AI partner. Tasks track status (to-do → in progress → done) with timestamped progress notes a",
      "score": 83,
      "grade": "B",
      "category": "frontend-design",
      "topics": [
        "task-management"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/github/awesome-copilot/#daily-focus-board"
    },
    "github/awesome-copilot/flowstudio-power-automate-build": {
      "id": "github/awesome-copilot/flowstudio-power-automate-build",
      "name": "flowstudio-power-automate-build",
      "repo": "github/awesome-copilot",
      "description": "Build, scaffold, and deploy Power Automate cloud flows using the FlowStudio MCP server. Your agent constructs flow definitions, wires connections, deploys, and tests — all via MCP without opening the portal. Load this sk",
      "score": 80,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "workflow-automation",
        "low-code-no-code",
        "mcp-servers"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/github/awesome-copilot/#flowstudio-power-automate-build"
    },
    "github/awesome-copilot/flowstudio-power-automate-debug": {
      "id": "github/awesome-copilot/flowstudio-power-automate-debug",
      "name": "flowstudio-power-automate-debug",
      "repo": "github/awesome-copilot",
      "description": "Debug failing Power Automate cloud flows using the FlowStudio MCP server. The Graph API only shows top-level status codes. This skill gives your agent action-level inputs and outputs to find the actual root cause. Load t",
      "score": 78,
      "grade": "C",
      "category": "ai-agents-llm",
      "topics": [
        "workflow-automation",
        "low-code-no-code",
        "mcp-servers"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/github/awesome-copilot/#flowstudio-power-automate-debug"
    },
    "github/awesome-copilot/game-engine": {
      "id": "github/awesome-copilot/game-engine",
      "name": "game-engine",
      "repo": "github/awesome-copilot",
      "description": "Expert skill for building web-based game engines and games using HTML5, Canvas, WebGL, and JavaScript. Use when asked to create games, build game engines, implement game physics, handle collision detection, set up game l",
      "score": 80,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "game-development"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/github/awesome-copilot/#game-engine"
    },
    "github/awesome-copilot/java-mcp-server-generator": {
      "id": "github/awesome-copilot/java-mcp-server-generator",
      "name": "java-mcp-server-generator",
      "repo": "github/awesome-copilot",
      "description": "Use this skill when the user wants to create a Model Context Protocol (MCP) server in Java or in a Spring Boot app. Also use it when the user wants AI agents, such as GitHub Copilot or Claude, to use Java code, an API, o",
      "score": 89,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "java-jvm",
        "mcp-servers"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/github/awesome-copilot/java-mcp-server-generator/"
    },
    "github/awesome-copilot/make-blog-post": {
      "id": "github/awesome-copilot/make-blog-post",
      "name": "make-blog-post",
      "repo": "github/awesome-copilot",
      "description": "Turn code from the current session into a blog post written in the voice of its author. Covers one function, script, class, or tool as a focused walkthrough with a generalized sample and a usage example, learns tone and ",
      "score": 84,
      "grade": "B",
      "category": "writing-content",
      "topics": [
        "blog-writing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/github/awesome-copilot/#make-blog-post"
    },
    "github/awesome-copilot/minecraft-plugin-development": {
      "id": "github/awesome-copilot/minecraft-plugin-development",
      "name": "minecraft-plugin-development",
      "repo": "github/awesome-copilot",
      "description": "Use this skill when building or modifying Minecraft server plugins for Paper, Spigot, or Bukkit, including plugin.yml setup, commands, listeners, schedulers, player state, team or arena systems, persistent progression, e",
      "score": 83,
      "grade": "B",
      "category": "testing-qa",
      "topics": [
        "game-development"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/github/awesome-copilot/#minecraft-plugin-development"
    },
    "github/awesome-copilot/penpot-uiux-design": {
      "id": "github/awesome-copilot/penpot-uiux-design",
      "name": "penpot-uiux-design",
      "repo": "github/awesome-copilot",
      "description": "Comprehensive guide for creating professional UI/UX designs in Penpot using MCP tools. Use this skill when: (1) Creating new UI/UX designs for web, mobile, or desktop applications, (2) Building design systems with compon",
      "score": 81,
      "grade": "B",
      "category": "frontend-design",
      "topics": [
        "figma",
        "ui-ux-design"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/github/awesome-copilot/#penpot-uiux-design"
    },
    "github/awesome-copilot/power-platform-architect": {
      "id": "github/awesome-copilot/power-platform-architect",
      "name": "power-platform-architect",
      "repo": "github/awesome-copilot",
      "description": "Use this skill when the user needs to transform business requirements, use case descriptions, or meeting transcripts into a technical Power Platform solution architecture, including component selection and Mermaid.js dia",
      "score": 77,
      "grade": "C",
      "category": "frontend-design",
      "topics": [
        "low-code-no-code"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/github/awesome-copilot/#power-platform-architect"
    },
    "github/awesome-copilot/resemble-detect": {
      "id": "github/awesome-copilot/resemble-detect",
      "name": "resemble-detect",
      "repo": "github/awesome-copilot",
      "description": "Deepfake detection and media safety — detect AI-generated audio, images, video, and text, trace synthesis sources, apply watermarks, verify speaker identity, and analyze media intelligence using Resemble AI",
      "score": 74,
      "grade": "C",
      "category": "media-creative",
      "topics": [
        "image-analysis"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/github/awesome-copilot/#resemble-detect"
    },
    "github/awesome-copilot/scoutqa-test": {
      "id": "github/awesome-copilot/scoutqa-test",
      "name": "scoutqa-test",
      "repo": "github/awesome-copilot",
      "description": "This skill should be used when the user asks to \"test this website\", \"run exploratory testing\", \"check for accessibility issues\", \"verify the login flow works\", \"find bugs on this page\", or requests automated QA testing.",
      "score": 80,
      "grade": "B",
      "category": "testing-qa",
      "topics": [
        "test-automation",
        "e2e-browser-testing",
        "accessibility-testing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/github/awesome-copilot/#scoutqa-test"
    },
    "github/awesome-copilot/setup-my-iq": {
      "id": "github/awesome-copilot/setup-my-iq",
      "name": "setup-my-iq",
      "repo": "github/awesome-copilot",
      "description": "Create, set up, or update the personal context portfolio: structured markdown files describing who you are, how you work, your teams, and your tool/ADO configuration. Runs the interview workflow for first-time setup and ",
      "score": 62,
      "grade": "D",
      "category": "developer-tools",
      "topics": [
        "personal-productivity"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/github/awesome-copilot/#setup-my-iq"
    },
    "github/awesome-copilot/technical-job-search": {
      "id": "github/awesome-copilot/technical-job-search",
      "name": "technical-job-search",
      "repo": "github/awesome-copilot",
      "description": "Use this skill when a software engineer asks for help with job search tasks: parsing or analyzing a job description, tailoring a CV/resume, writing a cover letter, evaluating a job offer, or drafting a post-interview fol",
      "score": 77,
      "grade": "C",
      "category": "writing-content",
      "topics": [
        "hr-recruiting",
        "resume-builder",
        "job-search",
        "career-coaching"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/github/awesome-copilot/#technical-job-search"
    },
    "github/awesome-copilot/unit-test-vue-pinia": {
      "id": "github/awesome-copilot/unit-test-vue-pinia",
      "name": "unit-test-vue-pinia",
      "repo": "github/awesome-copilot",
      "description": "Write and review unit tests for Vue 3 + TypeScript + Vitest + Pinia codebases. Use when creating or updating tests for components, composables, and stores; mocking Pinia with createTestingPinia; applying Vue Test Utils p",
      "score": 80,
      "grade": "B",
      "category": "testing-qa",
      "topics": [
        "vue-nuxt",
        "test-automation",
        "unit-testing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/github/awesome-copilot/#unit-test-vue-pinia"
    },
    "google-labs-code/stitch-skills/design-md": {
      "id": "google-labs-code/stitch-skills/design-md",
      "name": "design-md",
      "repo": "google-labs-code/stitch-skills",
      "description": "Analyze Stitch projects and synthesize a semantic design system into DESIGN.md files",
      "score": 65,
      "grade": "D",
      "category": "frontend-design",
      "topics": [
        "design-systems",
        "figma"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google-labs-code/stitch-skills/design-md/",
      "weekly_installs": 641,
      "change_pct": -4
    },
    "google-labs-code/stitch-skills/stitch-loop": {
      "id": "google-labs-code/stitch-skills/stitch-loop",
      "name": "stitch-loop",
      "repo": "google-labs-code/stitch-skills",
      "description": "Teaches agents to iteratively build websites using Stitch with an autonomous baton-passing loop pattern",
      "score": 67,
      "grade": "D",
      "category": "ai-agents-llm",
      "topics": [
        "website-builders"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google-labs-code/stitch-skills/stitch-loop/"
    },
    "google/skills/agent-platform-alert-configuration": {
      "id": "google/skills/agent-platform-alert-configuration",
      "name": "agent-platform-alert-configuration",
      "repo": "google/skills",
      "description": "Configures best-practice alerting policies for AI agents using OpenTelemetry (OTel) metrics, generating output as Terraform (.tf) configuration files. Use when analyzing, writing, or deploying alerting policies to monito",
      "score": 89,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "infrastructure-as-code",
        "google-cloud",
        "observability"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/agent-platform-alert-configuration/"
    },
    "google/skills/agent-platform-deploy": {
      "id": "google/skills/agent-platform-deploy",
      "name": "agent-platform-deploy",
      "repo": "google/skills",
      "description": "Deploy open models or custom weights from Model Garden to Agent Platform endpoints, check the status of an in-progress deployment operation, or clean up resources by undeploying models and deleting endpoints. Use when as",
      "score": 90,
      "grade": "A",
      "category": "ai-agents-llm",
      "topics": [
        "google-cloud",
        "inference-serving"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/google/skills/agent-platform-deploy/"
    },
    "google/skills/agent-platform-prompt-management": {
      "id": "google/skills/agent-platform-prompt-management",
      "name": "agent-platform-prompt-management",
      "repo": "google/skills",
      "description": "Manages and orchestrates prompts in Agent Platform. Use when you need to create, list, retrieve, version, or delete managed prompts in Agent Platform. Don't use for model training, model deployment to endpoints, or manag",
      "score": 87,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "prompt-generators",
        "google-cloud",
        "prompt-engineering"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/agent-platform-prompt-management/"
    },
    "google/skills/api-gateway-backend-security-and-rate-limiting": {
      "id": "google/skills/api-gateway-backend-security-and-rate-limiting",
      "name": "api-gateway-backend-security-and-rate-limiting",
      "repo": "google/skills",
      "description": "Secures and rate limits backend services behind Google Cloud API Gateway across OpenAPI 2.0 and OpenAPI 3.0.x API configurations, including MCP-enabled gateways. Use when configuring API key or JWT authentication, lockin",
      "score": 89,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "google-cloud",
        "security-auditing",
        "mcp-servers"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/api-gateway-backend-security-and-rate-limiting/"
    },
    "google/skills/assuredworkloads-environment-assessor": {
      "id": "google/skills/assuredworkloads-environment-assessor",
      "name": "assuredworkloads-environment-assessor",
      "repo": "google/skills",
      "description": "Discover Google Cloud resource telemetry and effective Org Policies, evaluate brownfield workloads against sovereign data boundary and compliance standards (EU Data Boundary with Support, FedRAMP Moderate/High, DoD IL4/I",
      "score": 90,
      "grade": "A",
      "category": "security",
      "topics": [
        "google-cloud"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/assuredworkloads-environment-assessor/"
    },
    "google/skills/bigquery-bigframes": {
      "id": "google/skills/bigquery-bigframes",
      "name": "bigquery-bigframes",
      "repo": "google/skills",
      "description": "Generates Python code using BigQuery DataFrames (BigFrames). Use by default for any Python data task involving BigQuery, including data processing, analysis, and machine learning. Don't use for SQL-first workflows or the",
      "score": 87,
      "grade": "B",
      "category": "data-databases",
      "topics": [
        "google-cloud",
        "data-warehouses",
        "data-analysis"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/bigquery-bigframes/"
    },
    "google/skills/cloud-databases-onboarding": {
      "id": "google/skills/cloud-databases-onboarding",
      "name": "cloud-databases-onboarding",
      "repo": "google/skills",
      "description": "Guides users through discovering their database requirements, recommends a Google Cloud database based on a recommendation matrix, and assists in database creation. Use when a user asks 'What database service should I us",
      "score": 92,
      "grade": "A",
      "category": "data-databases",
      "topics": [
        "sql",
        "google-cloud"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/cloud-databases-onboarding/"
    },
    "google/skills/cloud-monitoring-notification-channels-configuration": {
      "id": "google/skills/cloud-monitoring-notification-channels-configuration",
      "name": "cloud-monitoring-notification-channels-configuration",
      "repo": "google/skills",
      "description": "Generates Terraform HCL configurations for Cloud Monitoring notification channels (`google_monitoring_notification_channel`) and adds notification channels to alerting policies (`google_monitoring_alert_policy`) in Googl",
      "score": 87,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "infrastructure-as-code",
        "google-cloud",
        "observability"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/cloud-monitoring-notification-channels-configuration/"
    },
    "google/skills/cloud-monitoring-promql-query": {
      "id": "google/skills/cloud-monitoring-promql-query",
      "name": "cloud-monitoring-promql-query",
      "repo": "google/skills",
      "description": "Generates valid PromQL queries from Cloud Monitoring metric descriptors and resource parameters. Use when asked to create, generate, write, or format PromQL queries, PromQL strings, or PromQL aggregations for Cloud Monit",
      "score": 89,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "google-cloud",
        "observability"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/cloud-monitoring-promql-query/"
    },
    "google/skills/cloud-run-alert-configuration": {
      "id": "google/skills/cloud-run-alert-configuration",
      "name": "cloud-run-alert-configuration",
      "repo": "google/skills",
      "description": "Configures best-practice, high-signal alerting policies for Cloud Run resources on Google Cloud (services, jobs, and worker pools) based on seasoned SRE practices. Use when analyzing, recommending, writing, or deploying ",
      "score": 89,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "google-cloud",
        "serverless",
        "observability",
        "incident-response"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/cloud-run-alert-configuration/"
    },
    "google/skills/datalineage-summary": {
      "id": "google/skills/datalineage-summary",
      "name": "datalineage-summary",
      "repo": "google/skills",
      "description": "Summarizes data lineage graphs on Google Cloud to help users debug data quality issues and understand data provenance for BigQuery and Cloud Storage. Use when summarizing upstream and downstream data flows, and presentin",
      "score": 87,
      "grade": "B",
      "category": "data-databases",
      "topics": [
        "google-cloud",
        "data-pipelines",
        "data-warehouses"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/datalineage-summary/"
    },
    "google/skills/dbt-sf-to-bq-translator": {
      "id": "google/skills/dbt-sf-to-bq-translator",
      "name": "dbt-sf-to-bq-translator",
      "repo": "google/skills",
      "description": "Translates Snowflake dbt SQL models to Standardized BigQuery SQL. Handles SQL compilation, Jinja macro placeholder masking, BigQuery Translation Service migration workflows, AST-based config transformations, explicit typ",
      "score": 89,
      "grade": "B",
      "category": "data-databases",
      "topics": [
        "sql",
        "google-cloud",
        "data-pipelines",
        "data-warehouses"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/dbt-sf-to-bq-translator/"
    },
    "google/skills/firebase-basics": {
      "id": "google/skills/firebase-basics",
      "name": "firebase-basics",
      "repo": "google/skills",
      "description": "Provides foundational Firebase CLI setup, CLI installation, version checks (`firebase-tools@latest --version`), CLI login (including --no-localhost), project creation, project selection (`firebase use`), and app config f",
      "score": 87,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "supabase-firebase",
        "google-cloud"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/#firebase-basics"
    },
    "google/skills/gemini-api": {
      "id": "google/skills/gemini-api",
      "name": "gemini-api",
      "repo": "google/skills",
      "description": "Use when the user asks about using Gemini in an enterprise environment or explicitly mentions Vertex AI, Google Cloud, or Agent Platform. Guides the usage of the Gemini API on Agent Platform with the Google Gen AI SDK. C",
      "score": 85,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "google-cloud",
        "llm-apis"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/google/skills/gemini-api/"
    },
    "google/skills/gemini-interactions-api": {
      "id": "google/skills/gemini-interactions-api",
      "name": "gemini-interactions-api",
      "repo": "google/skills",
      "description": "Guides the usage of Gemini Interactions API on Gemini Enterprise Agent Platform. Use when the user wants to use the stateful, server-managed Interactions API for multi-turn conversations, background execution, streaming,",
      "score": 83,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "llm-apis"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/#gemini-interactions-api"
    },
    "google/skills/gemini-live-api": {
      "id": "google/skills/gemini-live-api",
      "name": "gemini-live-api",
      "repo": "google/skills",
      "description": "Generates a Gemini LiveAPI client service class in the user's chosen programming language. Use when the user wants to build, scaffold, or integrate a client that connects to the Gemini Enterprise LiveAPI websocket endpoi",
      "score": 87,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "llm-apis",
        "voice-agents"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/gemini-live-api/"
    },
    "google/skills/gke-ai-troubleshooting-tpu-dynamic-slices-monitoring": {
      "id": "google/skills/gke-ai-troubleshooting-tpu-dynamic-slices-monitoring",
      "name": "gke-ai-troubleshooting-tpu-dynamic-slices-monitoring",
      "repo": "google/skills",
      "description": "Monitors, troubleshoots, and manages GKE TPU Dynamic Slices custom resources. Use when checking TPU slice lifecycle states, troubleshooting slice provisioning failures, validating single-slice or multi-slice (JobSet) wor",
      "score": 89,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "kubernetes",
        "google-cloud",
        "observability"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/gke-ai-troubleshooting-tpu-dynamic-slices-monitoring/"
    },
    "google/skills/gke-ai-troubleshooting-tpu-metrics-monitoring": {
      "id": "google/skills/gke-ai-troubleshooting-tpu-metrics-monitoring",
      "name": "gke-ai-troubleshooting-tpu-metrics-monitoring",
      "repo": "google/skills",
      "description": "Monitors and troubleshoots GKE TPU workloads, nodes, and node pools using GKE system metrics and PromQL. Use when monitoring TensorCore duty cycle, TPU memory, node readiness, multi-host TPU node pool availability, host ",
      "score": 89,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "kubernetes",
        "google-cloud",
        "observability"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/gke-ai-troubleshooting-tpu-metrics-monitoring/"
    },
    "google/skills/gke-ai-troubleshooting-tpu-vbar-oom": {
      "id": "google/skills/gke-ai-troubleshooting-tpu-vbar-oom",
      "name": "gke-ai-troubleshooting-tpu-vbar-oom",
      "repo": "google/skills",
      "description": "Diagnoses and prevents vbar_control_agent segfaults, out-of-memory (OOM) errors, and TPU device initialization failures on TPU v6e nodes in GKE caused by race conditions during TPU device resets or high-frequency metrics",
      "score": 89,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "kubernetes",
        "google-cloud"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/gke-ai-troubleshooting-tpu-vbar-oom/"
    },
    "google/skills/gke-alert-configuration": {
      "id": "google/skills/gke-alert-configuration",
      "name": "gke-alert-configuration",
      "repo": "google/skills",
      "description": "Configures alerting policies in Terraform for Google Kubernetes Engine (GKE) clusters, workloads, and services using PromQL and Google Cloud Managed Service for Prometheus. Use when writing, analyzing, validating, or dep",
      "score": 89,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "kubernetes",
        "infrastructure-as-code",
        "google-cloud",
        "observability"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/gke-alert-configuration/"
    },
    "google/skills/gke-app-onboarding": {
      "id": "google/skills/gke-app-onboarding",
      "name": "gke-app-onboarding",
      "repo": "google/skills",
      "description": "Manages GKE application onboarding, covering containerization, deployment manifests, and migration. Use when onboarding or deploying an application to GKE for the first time, or containerizing an app for GKE. Don't use f",
      "score": 87,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "kubernetes",
        "docker-containers",
        "google-cloud",
        "deployment-hosting"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/gke-app-onboarding/"
    },
    "google/skills/gke-cost-analysis": {
      "id": "google/skills/gke-cost-analysis",
      "name": "gke-cost-analysis",
      "repo": "google/skills",
      "description": "Answer natural language questions and perform analysis on GKE cluster and workload costs using BigQuery billing exports, cost allocation data, and live cluster monitoring metrics. Use when querying GKE costs across proje",
      "score": 87,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "finance",
        "kubernetes",
        "google-cloud"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/gke-cost-analysis/"
    },
    "google/skills/gke-workload-identity": {
      "id": "google/skills/gke-workload-identity",
      "name": "gke-workload-identity",
      "repo": "google/skills",
      "description": "Configures and diagnoses Workload Identity Federation for GKE authentication failures for Pods (403 \"iam.serviceAccounts.getAccessToken\" / permission denied, \"could not find default credentials\", or GKE metadata server u",
      "score": 85,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "kubernetes",
        "google-cloud",
        "secrets-credentials"
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      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/#gke-workload-identity"
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    "google/skills/google-ads-api-quickstart": {
      "id": "google/skills/google-ads-api-quickstart",
      "name": "google-ads-api-quickstart",
      "repo": "google/skills",
      "description": "Guides developers through Google Ads API quickstart: credential setup, choosing from 6 client libraries/REST, configuring environments, and running a \"retrieve campaigns\" script. Troubleshoots common setup errors: USER_P",
      "score": 86,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "ads"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/#google-ads-api-quickstart"
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    "google/skills/google-analytics-data-api-basics": {
      "id": "google/skills/google-analytics-data-api-basics",
      "name": "google-analytics-data-api-basics",
      "repo": "google/skills",
      "description": "Manages Google Analytics reporting data, enables the Analytics Data API via the Cloud CLI, and creates reports using the Google Analytics Data API (v1beta). Use when you need to interact with Google Analytics properties,",
      "score": 87,
      "grade": "B",
      "category": "data-databases",
      "topics": [
        "marketing-analytics",
        "data-analysis"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/google-analytics-data-api-basics/"
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    "google/skills/google-cloud-recipe-onboarding": {
      "id": "google/skills/google-cloud-recipe-onboarding",
      "name": "google-cloud-recipe-onboarding",
      "repo": "google/skills",
      "description": "Guides a developer's first steps on Google Cloud, covering account creation, billing setup, project management, and deploying a first resource. Use when a new developer wants to initialize their first Google Cloud projec",
      "score": 87,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "google-cloud",
        "deployment-hosting"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/google-cloud-recipe-onboarding/"
    },
    "google/skills/google-cloud-solution-agentic-ai-bidirectional-streaming": {
      "id": "google/skills/google-cloud-solution-agentic-ai-bidirectional-streaming",
      "name": "google-cloud-solution-agentic-ai-bidirectional-streaming",
      "repo": "google/skills",
      "description": "Guides agents to interactively discover customer requirements for live, bidirectional multi-agent AI systems that process continuous streams of multimodal data for real-time technical guidance and safety monitoring. Gene",
      "score": 87,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "google-cloud",
        "ai-agent-builders",
        "subagents",
        "voice-agents"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/google-cloud-solution-agentic-ai-bidirectional-streaming/"
    },
    "google/skills/google-cloud-solution-agentic-ai-data-science-workflow": {
      "id": "google/skills/google-cloud-solution-agentic-ai-data-science-workflow",
      "name": "google-cloud-solution-agentic-ai-data-science-workflow",
      "repo": "google/skills",
      "description": "Designs a tailored multi-product agentic data science architecture on Google Cloud that incorporates opinionated best practices. Use when architecting multi-product solutions for agent-based data analytics or ML workload",
      "score": 87,
      "grade": "B",
      "category": "data-databases",
      "topics": [
        "google-cloud",
        "ai-agent-builders",
        "data-analysis"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/google-cloud-solution-agentic-ai-data-science-workflow/"
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    "google/skills/google-cloud-solution-build-deploy-agents": {
      "id": "google/skills/google-cloud-solution-build-deploy-agents",
      "name": "google-cloud-solution-build-deploy-agents",
      "repo": "google/skills",
      "description": "Designs, builds, and deploys AI agents or multi-agent systems on Google Cloud. Provides an interactive workflow to gather requirements, recommend a tailored architecture, and generate deployment instructions. Use when de",
      "score": 87,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "google-cloud",
        "ai-agent-builders",
        "subagents"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/google-cloud-solution-build-deploy-agents/"
    },
    "google/skills/google-cloud-solution-hybrid-search-alloydb": {
      "id": "google/skills/google-cloud-solution-hybrid-search-alloydb",
      "name": "google-cloud-solution-hybrid-search-alloydb",
      "repo": "google/skills",
      "description": "Discovers requirements and generates architectural, design, and deployment guidance for dynamic hybrid search systems by combining semantic search and keyword search. Optimized for AlloyDB hybrid search use cases in Goog",
      "score": 85,
      "grade": "B",
      "category": "data-databases",
      "topics": [
        "google-cloud",
        "vector-databases"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/google/skills/google-cloud-solution-hybrid-search-alloydb/"
    },
    "google/skills/google-cloud-solution-n-tier-serverless-web-app": {
      "id": "google/skills/google-cloud-solution-n-tier-serverless-web-app",
      "name": "google-cloud-solution-n-tier-serverless-web-app",
      "repo": "google/skills",
      "description": "Assists in designing and implementing secure n-tier serverless web applications and microservices on Google Cloud. Use when users need architecture designs, security checklists, Terraform code, or deployment guidance for",
      "score": 87,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "app-builders",
        "google-cloud",
        "serverless"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/google-cloud-solution-n-tier-serverless-web-app/"
    },
    "google/skills/google-cloud-solution-rag-enterprise-search-gke-sqldb": {
      "id": "google/skills/google-cloud-solution-rag-enterprise-search-gke-sqldb",
      "name": "google-cloud-solution-rag-enterprise-search-gke-sqldb",
      "repo": "google/skills",
      "description": "Discovers requirements, and generates architectural, design, and deployment guidance for a retrieval-augmented generation (RAG)-capable enterprise search system in Google Cloud. Use when users need a vector-enabled SQL d",
      "score": 87,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "kubernetes",
        "google-cloud",
        "rag-retrieval"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/google/skills/google-cloud-solution-rag-enterprise-search-gke-sqldb/"
    },
    "google/skills/google-mobile-ads-interstitial": {
      "id": "google/skills/google-mobile-ads-interstitial",
      "name": "google-mobile-ads-interstitial",
      "repo": "google/skills",
      "description": "Provides instructions for implementing, integrating, or configuring Google Mobile Ads (GMA) SDK interstitial ads in Android, iOS, or Unity mobile applications. Use when the task involves setting up interstitial ads. Don'",
      "score": 84,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "android-kotlin"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/#google-mobile-ads-interstitial"
    },
    "google/skills/managed-airflow-migrations": {
      "id": "google/skills/managed-airflow-migrations",
      "name": "managed-airflow-migrations",
      "repo": "google/skills",
      "description": "Provides guidance for migrating Apache Airflow DAGs in Managed Service for Apache Airflow (MSAA; formerly Cloud Composer). Covers migration to Airflow 2.11.1 (MSAA Gen 2 and 3) and Airflow 3 (MSAA Gen 3), including envir",
      "score": 87,
      "grade": "B",
      "category": "data-databases",
      "topics": [
        "data-pipelines"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/managed-airflow-migrations/"
    },
    "google/skills/migrate-to-rust": {
      "id": "google/skills/migrate-to-rust",
      "name": "migrate-to-rust",
      "repo": "google/skills",
      "description": "Clones, analyzes, plans, and migrates legacy codebases (C++, Fortran, Java, Python, C, Shell) from a GitHub URL or local directory to a modern, high-performance, deterministic, 100% Safe Rust architecture, tracking live ",
      "score": 87,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "rust",
        "refactoring"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/#migrate-to-rust"
    },
    "google/skills/retrieving-developer-knowledge": {
      "id": "google/skills/retrieving-developer-knowledge",
      "name": "retrieving-developer-knowledge",
      "repo": "google/skills",
      "description": "Searches, retrieves, and synthesizes official Google developer documentation across Google Cloud, AI/Gemini, Android, Chrome, Web, Flutter, Go, Firebase, and other Google developer platforms. Integrates with the Develope",
      "score": 87,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "flutter-dart",
        "google-cloud",
        "rag-retrieval"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/retrieving-developer-knowledge/"
    },
    "google/skills/sign-in-with-google-web": {
      "id": "google/skills/sign-in-with-google-web",
      "name": "sign-in-with-google-web",
      "repo": "google/skills",
      "description": "Implement, configure, and secure Sign In With Google (SiwG) using Google Identity Services (GIS / `https://accounts.google.com/gsi/client`) across web architectures. Use when creating Google sign-in buttons, implementing",
      "score": 85,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "authentication"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/google/skills/#sign-in-with-google-web"
    },
    "googleworkspace/cli/gws-drive": {
      "id": "googleworkspace/cli/gws-drive",
      "name": "gws-drive",
      "repo": "googleworkspace/cli",
      "description": "Google Drive: Manage files, folders, and shared drives.",
      "score": 60,
      "grade": "D",
      "category": "productivity-knowledge",
      "topics": [],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/googleworkspace/cli/gws-drive/",
      "weekly_installs": 926,
      "change_pct": 1
    },
    "googleworkspace/cli/gws-shared": {
      "id": "googleworkspace/cli/gws-shared",
      "name": "gws-shared",
      "repo": "googleworkspace/cli",
      "description": "gws CLI: Shared patterns for authentication, global flags, and output formatting.",
      "score": 57,
      "grade": "D",
      "category": "developer-tools",
      "topics": [],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/googleworkspace/cli/gws-shared/",
      "weekly_installs": 877,
      "change_pct": -3
    },
    "googleworkspace/cli/persona-event-coordinator": {
      "id": "googleworkspace/cli/persona-event-coordinator",
      "name": "persona-event-coordinator",
      "repo": "googleworkspace/cli",
      "description": "Plan and manage events — scheduling, invitations, and logistics.",
      "score": 54,
      "grade": "D",
      "category": "productivity-knowledge",
      "topics": [
        "scheduling",
        "events-weddings"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/googleworkspace/cli/persona-event-coordinator/"
    },
    "googleworkspace/cli/recipe-batch-invite-to-event": {
      "id": "googleworkspace/cli/recipe-batch-invite-to-event",
      "name": "recipe-batch-invite-to-event",
      "repo": "googleworkspace/cli",
      "description": "Add a list of attendees to an existing Google Calendar event and send notifications.",
      "score": 53,
      "grade": "D",
      "category": "productivity-knowledge",
      "topics": [
        "scheduling",
        "events-weddings"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/googleworkspace/cli/recipe-batch-invite-to-event/"
    },
    "gooseworks-ai/goose-skills/audience-research": {
      "id": "gooseworks-ai/goose-skills/audience-research",
      "name": "audience-research",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Evaluate whether a creator, influencer, or brand account reaches the right audience using public profile, aggregate demographic, geography, language, content, comment, and commerce signals. Use for creator comparisons, s",
      "score": 78,
      "grade": "C",
      "category": "marketing-seo",
      "topics": [
        "influencer-marketing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#audience-research"
    },
    "gooseworks-ai/goose-skills/compose-creator-layer": {
      "id": "gooseworks-ai/goose-skills/compose-creator-layer",
      "name": "compose-creator-layer",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Composite a generated creator track into a product layer, per beat — in the creator's zone on split beats (either side of a seam), full frame on creator beats, hidden on product beats — with the creator's voice as the au",
      "score": 80,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "video-avatars"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#compose-creator-layer"
    },
    "gooseworks-ai/goose-skills/create-creator-takes-h3": {
      "id": "gooseworks-ai/goose-skills/create-creator-takes-h3",
      "name": "create-creator-takes-h3",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Generate an AI creator talking to camera, saying an approved script, as one continuous track — H3 Max reference-to-video through the GooseWorks fal-proxy (bills the Ads agent). Plans takes on line boundaries under H3's 1",
      "score": 77,
      "grade": "C",
      "category": "media-creative",
      "topics": [
        "video-avatars"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/create-creator-takes-h3/"
    },
    "gooseworks-ai/goose-skills/create-dashboard": {
      "id": "gooseworks-ai/goose-skills/create-dashboard",
      "name": "create-dashboard",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Create a custom web dashboard (React + Vite + Express) inside your sandbox to visualize the agent's Turso database. The dashboard is served on port 3847 and the user sees it live in the \"App\" tab in Gooseworks. Use when ",
      "score": 84,
      "grade": "B",
      "category": "data-databases",
      "topics": [
        "sql",
        "data-visualization"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#create-dashboard"
    },
    "gooseworks-ai/goose-skills/create-music-elevenlabs": {
      "id": "gooseworks-ai/goose-skills/create-music-elevenlabs",
      "name": "create-music-elevenlabs",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Generate an instrumental music bed via ElevenLabs Music, ROUTED THROUGH THE elevenlabs-proxy so it bills the Ads agent. Trims any sparse intro, loudnorm, fades the tail. Prompt + length from the template recipe. Use for ",
      "score": 80,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "music-audio"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#create-music-elevenlabs"
    },
    "gooseworks-ai/goose-skills/create-video-fal": {
      "id": "gooseworks-ai/goose-skills/create-video-fal",
      "name": "create-video-fal",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Image-to-video (or text-to-video) via any FAL video model (Kling, Seedance, Veo), ROUTED THROUGH THE GooseWorks fal-proxy so the call bills the Ads agent. The template recipe names the model + params; image_url inputs mu",
      "score": 83,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "video-generation"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#create-video-fal"
    },
    "gooseworks-ai/goose-skills/create-vo-elevenlabs": {
      "id": "gooseworks-ai/goose-skills/create-vo-elevenlabs",
      "name": "create-vo-elevenlabs",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Generate a voiceover (VO) clip via ElevenLabs text-to-speech, ROUTED THROUGH THE elevenlabs-proxy so it bills the Ads agent. Voice id + script text come from the template recipe. Use for the spoken narration of VO-driven",
      "score": 83,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "text-to-speech"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#create-vo-elevenlabs"
    },
    "gooseworks-ai/goose-skills/creator-profile-teardown": {
      "id": "gooseworks-ai/goose-skills/creator-profile-teardown",
      "name": "creator-profile-teardown",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Analyze a creator, influencer, founder, competitor, or brand social account to explain its positioning, content pillars, winning posts, hooks, formats, series, calls to action, and audience response. Use when the user wa",
      "score": 78,
      "grade": "C",
      "category": "marketing-seo",
      "topics": [
        "social-media",
        "influencer-marketing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#creator-profile-teardown"
    },
    "gooseworks-ai/goose-skills/customer-story-builder": {
      "id": "gooseworks-ai/goose-skills/customer-story-builder",
      "name": "customer-story-builder",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Take raw customer inputs — interview transcripts, survey responses, Slack quotes, support tickets, review excerpts — and generate a structured case study draft with problem/solution/result narrative, pull-quotes, metric ",
      "score": 81,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "customer-service",
        "content-marketing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#customer-story-builder"
    },
    "gooseworks-ai/goose-skills/find-twitter-influencers": {
      "id": "gooseworks-ai/goose-skills/find-twitter-influencers",
      "name": "find-twitter-influencers",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Find Twitter/X influencers to promote a product or brand. Use when asked to find influencers, discover Twitter accounts for partnerships, identify creators in a niche, or build an influencer outreach list.",
      "score": 78,
      "grade": "C",
      "category": "marketing-seo",
      "topics": [
        "social-media",
        "influencer-marketing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#find-twitter-influencers"
    },
    "gooseworks-ai/goose-skills/footage-cutlist": {
      "id": "gooseworks-ai/goose-skills/footage-cutlist",
      "name": "footage-cutlist",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Watch a brand's own product footage (screen recording, product film), pick the moment that proves each line with the user, and render those picks as a product layer — free, local. survey.py turns footage into timestamped",
      "score": 81,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "video-editing",
        "screen-recording"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#footage-cutlist"
    },
    "gooseworks-ai/goose-skills/investor-call-prep": {
      "id": "gooseworks-ai/goose-skills/investor-call-prep",
      "name": "investor-call-prep",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Prepare for investor calls by pulling upcoming meetings from Google Calendar, deeply researching each investor and their firm (website scraping, portfolio analysis, thesis extraction), checking for competitor conflicts, ",
      "score": 81,
      "grade": "B",
      "category": "business-finance",
      "topics": [
        "startup-tools",
        "scheduling",
        "meeting-assistant"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#investor-call-prep"
    },
    "gooseworks-ai/goose-skills/meeting-brief": {
      "id": "gooseworks-ai/goose-skills/meeting-brief",
      "name": "meeting-brief",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Daily meeting preparation system that checks your calendar each morning, deeply researches external attendees (LinkedIn, company info, GitHub, past notes), and sends you personalized briefs via email (1 per person). Use ",
      "score": 83,
      "grade": "B",
      "category": "productivity-knowledge",
      "topics": [
        "scheduling",
        "meeting-assistant"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#meeting-brief"
    },
    "gooseworks-ai/goose-skills/mix-master": {
      "id": "gooseworks-ai/goose-skills/mix-master",
      "name": "mix-master",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Canonical short-form-ad audio mix in one FFmpeg pass. VO loudnorm + 3.0× per-clip + 2.0× mix, music 0.13 base + apad+afade, sidechain compress 20:1 @ 0.01, climax line +20%, optional video-to-music duration sync. Replace",
      "score": 75,
      "grade": "C",
      "category": "media-creative",
      "topics": [
        "audio-editing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#mix-master"
    },
    "gooseworks-ai/goose-skills/newsletter-signal-scanner": {
      "id": "gooseworks-ai/goose-skills/newsletter-signal-scanner",
      "name": "newsletter-signal-scanner",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Subscribe to and scan industry newsletters for buying signals, competitor mentions, ICP pain-point language, and market shifts. Parses incoming newsletter emails via AgentMail, matches against keyword campaigns, and deli",
      "score": 81,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "sales",
        "email",
        "newsletters"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#newsletter-signal-scanner"
    },
    "gooseworks-ai/goose-skills/render-3d-product-showcase": {
      "id": "gooseworks-ai/goose-skills/render-3d-product-showcase",
      "name": "render-3d-product-showcase",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Assemble a premium 3D product-showcase ad from a config — four beat clips (an orbiting hero rotation, a macro push-in, a physics reveal, a typographic close) normalized to the chosen backdrop colour, hard-concatenated in",
      "score": 81,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "3d-generation",
        "video-ads"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#render-3d-product-showcase"
    },
    "gooseworks-ai/goose-skills/render-absurdist-explainer": {
      "id": "gooseworks-ai/goose-skills/render-absurdist-explainer",
      "name": "render-absurdist-explainer",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Assemble an absurdist animated-explainer video ad (~38s, 9:16) from per-scene i2v clips + their measured VO windows — retime each clip to its VO, re-encode every segment to identical 30fps/libx264/yuv420p so the concat d",
      "score": 81,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "video-generation",
        "animation-motion",
        "video-ads"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#render-absurdist-explainer"
    },
    "gooseworks-ai/goose-skills/render-brand-identity-reveal": {
      "id": "gooseworks-ai/goose-skills/render-brand-identity-reveal",
      "name": "render-brand-identity-reveal",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Render a 'brand identity reveal' video from a config — a single poster frame in a real, softly-lit space (real wall, soft-focus plant in the corner, dappled leaf shadow, illuminated poster) whose artwork HARD-CUTS throug",
      "score": 84,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "branding",
        "video-ads"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#render-brand-identity-reveal"
    },
    "gooseworks-ai/goose-skills/render-cosmic-mythology-voiceover": {
      "id": "gooseworks-ai/goose-skills/render-cosmic-mythology-voiceover",
      "name": "render-cosmic-mythology-voiceover",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Assemble a cosmic-mythology-voiceover reel from a config — one spoken voiceover carries the whole narrative while N curated stills in one chosen look are weighted beat-synced across the delivered VO duration (cut_dur = V",
      "score": 79,
      "grade": "C",
      "category": "media-creative",
      "topics": [
        "short-form-clips",
        "video-ads",
        "text-to-speech"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#render-cosmic-mythology-voiceover"
    },
    "gooseworks-ai/goose-skills/render-editorial-motion-podcast": {
      "id": "gooseworks-ai/goose-skills/render-editorial-motion-podcast",
      "name": "render-editorial-motion-podcast",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Assemble an editorial-motion podcast-clip ad from a config — a real clipped podcast MP3 carries the narrative while N flat limited-palette editorial-illustration keyframes (one look pack) are animated NOT by generative i",
      "score": 81,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "video-generation",
        "animation-motion",
        "video-ads",
        "podcasts"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#render-editorial-motion-podcast"
    },
    "gooseworks-ai/goose-skills/render-glassy-matte-grwm": {
      "id": "gooseworks-ai/goose-skills/render-glassy-matte-grwm",
      "name": "render-glassy-matte-grwm",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Assemble a multi-scene GRWM beauty-demo ad from a config — a locked-identity creator applies ~5 products step by step while a SEPARATE ElevenLabs voiceover narrates and every scene cut is snapped to the VO's product-name",
      "score": 79,
      "grade": "C",
      "category": "media-creative",
      "topics": [
        "video-avatars",
        "video-ads"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#render-glassy-matte-grwm"
    },
    "gooseworks-ai/goose-skills/render-hook-replacement": {
      "id": "gooseworks-ai/goose-skills/render-hook-replacement",
      "name": "render-hook-replacement",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Replace an existing video's opening with a supplied clip or free kinetic text hook while retaining and verifying every original body frame, audio, captions and ending. Use for surgical hook tests rather than regenerating",
      "score": 86,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "video-editing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/render-hook-replacement/"
    },
    "gooseworks-ai/goose-skills/render-mosaic-grid-reveal": {
      "id": "gooseworks-ai/goose-skills/render-mosaic-grid-reveal",
      "name": "render-mosaic-grid-reveal",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Render a 'mosaic-grid-reveal' video from a config — a real-DOM FULL-BLEED N×N mosaic of real product tiles that pops in one tile at a time (scatter order, ease-out-back overshoot), the grid clears, then the brand wordmar",
      "score": 86,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "video-ads"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#render-mosaic-grid-reveal"
    },
    "gooseworks-ai/goose-skills/render-podcast-skit": {
      "id": "gooseworks-ai/goose-skills/render-podcast-skit",
      "name": "render-podcast-skit",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Render a two-host podcast ad from a brand config and dialogue script. Includes the working planner, full-frame and split-screen assembly, captions from measured character timings, brand end card, approved paid-step adapt",
      "score": 80,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "video-ads",
        "podcasts"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#render-podcast-skit"
    },
    "gooseworks-ai/goose-skills/render-proof-points-overlay": {
      "id": "gooseworks-ai/goose-skills/render-proof-points-overlay",
      "name": "render-proof-points-overlay",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Build the deterministic PIL pill overlays for a 'perfect-score + proof-points' UGC video ad (white 10/10 score header with a medal + orange sub with a finger-down + 3-4 green-check proof pills) and composite them onto a ",
      "score": 89,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "video-ads"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/render-proof-points-overlay/"
    },
    "gooseworks-ai/goose-skills/render-search-grid": {
      "id": "gooseworks-ai/goose-skills/render-search-grid",
      "name": "render-search-grid",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Render a 'search-grid' (Pinterest search-moodboard) video from a config — a real-DOM page with four continuous beats (masonry search grid + typing hook with counter-drift columns → 3 cards slide in from the right and sta",
      "score": 86,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "video-ads"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#render-search-grid"
    },
    "gooseworks-ai/goose-skills/render-song-mv": {
      "id": "gooseworks-ai/goose-skills/render-song-mv",
      "name": "render-song-mv",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Assemble a song-driven music-video ad from a config — a generated sung track carries the whole narration across N tableaux (one keyframe -> one i2v clip per lyric beat) with NO separate voiceover, captions synced to the ",
      "score": 81,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "video-generation",
        "video-ads",
        "music-audio"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#render-song-mv"
    },
    "gooseworks-ai/goose-skills/render-vo-anchored-motion-listicle": {
      "id": "gooseworks-ai/goose-skills/render-vo-anchored-motion-listicle",
      "name": "render-vo-anchored-motion-listicle",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Assemble a narrated motion-graphic LISTICLE video ad from a config — a spoken voiceover (cloned or cast, in the chosen tone) carries a numbered listicle while N web-animated hyperframe beats (HTML plus the Web Animations",
      "score": 70,
      "grade": "C",
      "category": "media-creative",
      "topics": [
        "animation-motion",
        "video-ads",
        "text-to-speech",
        "voice-cloning"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#render-vo-anchored-motion-listicle"
    },
    "gooseworks-ai/goose-skills/restaurant-booking": {
      "id": "gooseworks-ai/goose-skills/restaurant-booking",
      "name": "restaurant-booking",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Book restaurant reservations via browser automation. Use when asked to make dinner reservations, book a table, or find availability at restaurants. Supports OpenTable, Resy, and direct restaurant booking sites.",
      "score": 81,
      "grade": "B",
      "category": "productivity-knowledge",
      "topics": [
        "personal-assistant",
        "scheduling",
        "browser-agents"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#restaurant-booking"
    },
    "gooseworks-ai/goose-skills/send-sms-textbelt": {
      "id": "gooseworks-ai/goose-skills/send-sms-textbelt",
      "name": "send-sms-textbelt",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Send SMS text messages to phone numbers. Use when the user asks to send a text, send an SMS, text someone, message a phone number, or send a notification via text message.",
      "score": 78,
      "grade": "C",
      "category": "productivity-knowledge",
      "topics": [
        "personal-assistant"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#send-sms-textbelt"
    },
    "gooseworks-ai/goose-skills/sponsored-newsletter-finder": {
      "id": "gooseworks-ai/goose-skills/sponsored-newsletter-finder",
      "name": "sponsored-newsletter-finder",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Discover newsletters in a target niche relevant to your ICP, evaluate audience fit, estimate reach and CPM, and output a ranked shortlist of sponsorship opportunities. Uses web search to find newsletters, then scores eac",
      "score": 81,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "newsletters"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#sponsored-newsletter-finder"
    },
    "gooseworks-ai/goose-skills/terminal-gif-recordings": {
      "id": "gooseworks-ai/goose-skills/terminal-gif-recordings",
      "name": "terminal-gif-recordings",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Create polished terminal GIF recordings using VHS (Video Hardware Software) by Charmbracelet. Use when asked to create terminal demos, CLI gifs, command-line recordings, or animated terminal screenshots for documentation",
      "score": 81,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "cli-tools",
        "screen-recording"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#terminal-gif-recordings"
    },
    "gooseworks-ai/goose-skills/update-brand-kit": {
      "id": "gooseworks-ai/goose-skills/update-brand-kit",
      "name": "update-brand-kit",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Maintain a brand kit — the canonical brand context an ad or content pipeline reads (positioning, audience, voice, standing instructions, brand-type, value-props, colors), plus manage the product list and attach product p",
      "score": 84,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "branding",
        "logo-generation"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#update-brand-kit"
    },
    "gooseworks-ai/goose-skills/verify-product-image": {
      "id": "gooseworks-ai/goose-skills/verify-product-image",
      "name": "verify-product-image",
      "repo": "gooseworks-ai/goose-skills",
      "description": "QC gate for a generated static ad image — verify the file opens, matches the requested dimensions, shows the correct product/subject (right shape, colour, label, logo), and has no garbled text or severe artifacts. Record",
      "score": 67,
      "grade": "D",
      "category": "media-creative",
      "topics": [
        "product-photography",
        "image-analysis"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#verify-product-image"
    },
    "gooseworks-ai/goose-skills/video-polish": {
      "id": "gooseworks-ai/goose-skills/video-polish",
      "name": "video-polish",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Takes an existing screen recording or demo video and adds professional zoom/pan effects synchronized to the narration. Uses transcript-driven zoom targeting and Remotion for rendering. Optionally replaces audio with a so",
      "score": 75,
      "grade": "C",
      "category": "media-creative",
      "topics": [
        "video-editing",
        "video-enhancement",
        "screen-recording"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#video-polish"
    },
    "gooseworks-ai/goose-skills/voice-of-customer-synthesizer": {
      "id": "gooseworks-ai/goose-skills/voice-of-customer-synthesizer",
      "name": "voice-of-customer-synthesizer",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Aggregate customer feedback from multiple sources — support tickets, NPS comments, Slack messages, G2 reviews, call transcripts, survey responses — into a unified VoC report with theme clustering, sentiment analysis, tre",
      "score": 73,
      "grade": "C",
      "category": "product-management",
      "topics": [
        "customer-service"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#voice-of-customer-synthesizer"
    },
    "gooseworks-ai/goose-skills/weather": {
      "id": "gooseworks-ai/goose-skills/weather",
      "name": "weather",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Get current weather and forecasts using free APIs (no API key required). Use when asked about weather, temperature, forecasts, or climate conditions for any location.",
      "score": 75,
      "grade": "C",
      "category": "productivity-knowledge",
      "topics": [
        "personal-assistant"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#weather"
    },
    "gooseworks-ai/goose-skills/web-search": {
      "id": "gooseworks-ai/goose-skills/web-search",
      "name": "web-search",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Search the web, platforms, and datasets. Use when asked to search, find, look up, research, or discover information from the web, YouTube, Amazon, eBay, news, academic sources, or any online platform.",
      "score": 81,
      "grade": "B",
      "category": "productivity-knowledge",
      "topics": [
        "search-engine"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#web-search"
    },
    "gooseworks-ai/goose-skills/write-video-ad-script": {
      "id": "gooseworks-ai/goose-skills/write-video-ad-script",
      "name": "write-video-ad-script",
      "repo": "gooseworks-ai/goose-skills",
      "description": "Write or revise a short-form ad from a sourced angle and reference. Plan connected words, product proof and sound; expose production gaps before script review.",
      "score": 78,
      "grade": "C",
      "category": "marketing-seo",
      "topics": [
        "ads",
        "scriptwriting",
        "video-scripts",
        "video-ads"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/gooseworks-ai/goose-skills/#write-video-ad-script"
    },
    "heygen-com/hyperframes/embedded-captions": {
      "id": "heygen-com/hyperframes/embedded-captions",
      "name": "embedded-captions",
      "repo": "heygen-com/hyperframes",
      "description": "Add captions or subtitles to an existing single-subject talking-head video without editing the footage. Use for plain verbatim captions, cinematic captions embedded behind the subject, VFX captions, “炸/特效/酷炫字幕,” or a nam",
      "score": 82,
      "grade": "B",
      "category": "writing-content",
      "topics": [
        "subtitles-captions"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/heygen-com/hyperframes/embedded-captions/",
      "weekly_installs": 323,
      "change_pct": -99
    },
    "heygen-com/hyperframes/faceless-explainer": {
      "id": "heygen-com/hyperframes/faceless-explainer",
      "name": "faceless-explainer",
      "repo": "heygen-com/hyperframes",
      "description": "Turn arbitrary text — an article, notes, a topic, a brief — into a faceless explainer video: there is no site or footage to capture, so the visuals are invented per scene (typography, abstract graphics, diagrams, data-vi",
      "score": 79,
      "grade": "C",
      "category": "media-creative",
      "topics": [],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/heygen-com/hyperframes/faceless-explainer/",
      "weekly_installs": 332,
      "change_pct": -99
    },
    "heygen-com/hyperframes/figma": {
      "id": "heygen-com/hyperframes/figma",
      "name": "figma",
      "repo": "heygen-com/hyperframes",
      "description": "Import Figma content into a HyperFrames composition — rendered assets, brand tokens, components, storyboard sections → reconstructed motion (frames read as states, not slides) (REST/CLI), connector-assisted motion when a",
      "score": 79,
      "grade": "C",
      "category": "frontend-design",
      "topics": [
        "figma"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/heygen-com/hyperframes/figma/",
      "weekly_installs": 40421,
      "change_pct": 16
    },
    "heygen-com/hyperframes/general-video": {
      "id": "heygen-com/hyperframes/general-video",
      "name": "general-video",
      "repo": "heygen-com/hyperframes",
      "description": "Author or edit a custom HyperFrames composition when no specialized workflow fits, or when BRIEF.md sets flow: companion. Use for longer or multi-scene pieces, brand and sizzle reels, montages, static loops, static title",
      "score": 83,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "animation-motion"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/heygen-com/hyperframes/general-video/",
      "weekly_installs": 327,
      "change_pct": -99
    },
    "heygen-com/hyperframes/hyperframes": {
      "id": "heygen-com/hyperframes/hyperframes",
      "name": "hyperframes",
      "repo": "heygen-com/hyperframes",
      "description": "Mandatory entry point: read this first for any request to make, create, edit, animate, or render a video, animation, or motion graphic, including a promo, explainer, captioned clip, title card, overlay, slideshow or inte",
      "score": 80,
      "grade": "B",
      "category": "frontend-design",
      "topics": [
        "animation-motion"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/heygen-com/hyperframes/hyperframes/",
      "weekly_installs": 121306,
      "change_pct": -22
    },
    "heygen-com/hyperframes/hyperframes-animation": {
      "id": "heygen-com/hyperframes/hyperframes-animation",
      "name": "hyperframes-animation",
      "repo": "heygen-com/hyperframes",
      "description": "All animation knowledge for HyperFrames — atomic motion rules, multi-phase scene blueprints, scene transitions, broader motion-design techniques, AND the seven runtime adapters (GSAP default, plus Lottie, Three.js, Anime",
      "score": 80,
      "grade": "B",
      "category": "frontend-design",
      "topics": [
        "animation-motion"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/heygen-com/hyperframes/hyperframes-animation/",
      "weekly_installs": 335,
      "change_pct": -99
    },
    "heygen-com/hyperframes/hyperframes-audio": {
      "id": "heygen-com/hyperframes/hyperframes-audio",
      "name": "hyperframes-audio",
      "repo": "heygen-com/hyperframes",
      "description": "Use when audio already placed in a HyperFrames composition needs to be mixed: fade-in/fade-out, crossfade, track gain or volume, volume automation, ducking, a music bed that fights a voiceover (voiceover carve), effects ",
      "score": 81,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "audio-editing",
        "sound-effects"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/heygen-com/hyperframes/hyperframes-audio/",
      "weekly_installs": 325,
      "change_pct": -99
    },
    "heygen-com/hyperframes/hyperframes-cli": {
      "id": "heygen-com/hyperframes/hyperframes-cli",
      "name": "hyperframes-cli",
      "repo": "heygen-com/hyperframes",
      "description": "Use the HyperFrames CLI development loop: init, add, catalog, capture, lint, check, snapshot, compare, grade-compare, preview, play, present, beats, keyframes, single or batch render, publish, cloud, cloudrun, feedback, ",
      "score": 77,
      "grade": "C",
      "category": "developer-tools",
      "topics": [],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/heygen-com/hyperframes/hyperframes-cli/",
      "weekly_installs": 125767,
      "change_pct": -13
    },
    "heygen-com/hyperframes/hyperframes-core": {
      "id": "heygen-com/hyperframes/hyperframes-core",
      "name": "hyperframes-core",
      "repo": "heygen-com/hyperframes",
      "description": "The HyperFrames composition contract — build one renderable project. Use for composition structure, the `data-*` timing attributes, `class=\"clip\"`, tracks, sub-compositions, variables, framework-owned media playback, det",
      "score": 83,
      "grade": "B",
      "category": "writing-content",
      "topics": [
        "animation-motion"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/heygen-com/hyperframes/hyperframes-core/",
      "weekly_installs": 330,
      "change_pct": -99
    },
    "heygen-com/hyperframes/hyperframes-creative": {
      "id": "heygen-com/hyperframes/hyperframes-creative",
      "name": "hyperframes-creative",
      "repo": "heygen-com/hyperframes",
      "description": "Non-animation creative direction for HyperFrames videos. Use for design spec (frame.md / design.md) handling, palettes, typography, narration, beat planning, audio-reactive visuals, composition patterns, and brand / styl",
      "score": 82,
      "grade": "B",
      "category": "frontend-design",
      "topics": [
        "animation-motion"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/heygen-com/hyperframes/hyperframes-creative/",
      "weekly_installs": 332,
      "change_pct": -99
    },
    "heygen-com/hyperframes/hyperframes-keyframes": {
      "id": "heygen-com/hyperframes/hyperframes-keyframes",
      "name": "hyperframes-keyframes",
      "repo": "heygen-com/hyperframes",
      "description": "Use when a HyperFrames composition needs a punch-in, punch-out, zoom, reframe, Ken Burns treatment, camera move, visual match/whip handoff, or other seek-safe 2D/3D keyframes; also for GSAP, CSS keyframes, Anime.js, WAAP",
      "score": 84,
      "grade": "B",
      "category": "frontend-design",
      "topics": [
        "animation-motion"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/heygen-com/hyperframes/hyperframes-keyframes/",
      "weekly_installs": 327,
      "change_pct": -99
    },
    "heygen-com/hyperframes/hyperframes-registry": {
      "id": "heygen-com/hyperframes/hyperframes-registry",
      "name": "hyperframes-registry",
      "repo": "heygen-com/hyperframes",
      "description": "Search, install, and wire registry blocks and components into HyperFrames compositions. Use BEFORE hand-building any named visual — whenever a brief, a user, or a storyboard names a look, effect, treatment, or transition",
      "score": 78,
      "grade": "C",
      "category": "frontend-design",
      "topics": [],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/heygen-com/hyperframes/hyperframes-registry/",
      "weekly_installs": 117525,
      "change_pct": 5
    },
    "heygen-com/hyperframes/hyperframes-studio": {
      "id": "heygen-com/hyperframes/hyperframes-studio",
      "name": "hyperframes-studio",
      "repo": "heygen-com/hyperframes",
      "description": "Use when working with a person on a HyperFrames project in Studio: first, whether their message asks for a change at all (questions, loose ideas and \"don't change anything\" get an answer and a plan, not an edit); for a n",
      "score": 82,
      "grade": "B",
      "category": "writing-content",
      "topics": [],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/heygen-com/hyperframes/hyperframes-studio/",
      "weekly_installs": 313,
      "change_pct": -99
    },
    "heygen-com/hyperframes/media-use": {
      "id": "heygen-com/hyperframes/media-use",
      "name": "media-use",
      "repo": "heygen-com/hyperframes",
      "description": "Agent Media OS for a HyperFrames project. Resolve BGM, SFX, image, icon, brand logo, voice, color grade, or LUT into a frozen local file or paste-ready block + ledger record (one verb, `resolve`); generate via TTS / musi",
      "score": 80,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "sound-effects"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/heygen-com/hyperframes/media-use/",
      "weekly_installs": 125622,
      "change_pct": -17
    },
    "heygen-com/hyperframes/motion-graphics": {
      "id": "heygen-com/hyperframes/motion-graphics",
      "name": "motion-graphics",
      "repo": "heygen-com/hyperframes",
      "description": "Use when creating a short, design-led motion graphic where motion is the message — kinetic typography, stat count-up, chart/data-viz hit, logo sting / brand lockup, lower-third / callout / social overlay, animated map (h",
      "score": 80,
      "grade": "B",
      "category": "frontend-design",
      "topics": [
        "animation-motion"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/heygen-com/hyperframes/motion-graphics/",
      "weekly_installs": 324,
      "change_pct": -99
    },
    "heygen-com/hyperframes/music-to-video": {
      "id": "heygen-com/hyperframes/music-to-video",
      "name": "music-to-video",
      "repo": "heygen-com/hyperframes",
      "description": "Turn a music track (an audio file, a video to pull audio from, or a track generated from a mood brief) into a beat-synced video — lyric video, slideshow, or kinetic promo. The music drives all pacing; any user-supplied i",
      "score": 74,
      "grade": "C",
      "category": "media-creative",
      "topics": [
        "music-audio"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/heygen-com/hyperframes/music-to-video/",
      "weekly_installs": 321,
      "change_pct": -98
    },
    "heygen-com/hyperframes/pr-to-video": {
      "id": "heygen-com/hyperframes/pr-to-video",
      "name": "pr-to-video",
      "repo": "heygen-com/hyperframes",
      "description": "Turn a GitHub pull request (a PR URL, owner/repo#N, or 'this PR' in a checked-out repo) into a code-change explainer video — changelog, feature reveal, fix, or refactor walkthrough built from the diff, commits, and files",
      "score": 74,
      "grade": "C",
      "category": "media-creative",
      "topics": [
        "screen-recording"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/heygen-com/hyperframes/pr-to-video/",
      "weekly_installs": 321,
      "change_pct": -99
    },
    "heygen-com/hyperframes/product-launch-video": {
      "id": "heygen-com/hyperframes/product-launch-video",
      "name": "product-launch-video",
      "repo": "heygen-com/hyperframes",
      "description": "Turn a product or marketing URL, pasted script, or brief into a product launch / promo video — SaaS promos, feature reveals, product demos, app and company launches. Use when the user wants to market, launch, promote, or",
      "score": 76,
      "grade": "C",
      "category": "media-creative",
      "topics": [
        "marketing-strategy",
        "screen-recording"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/heygen-com/hyperframes/product-launch-video/",
      "weekly_installs": 324,
      "change_pct": -99
    },
    "heygen-com/hyperframes/remotion-to-hyperframes": {
      "id": "heygen-com/hyperframes/remotion-to-hyperframes",
      "name": "remotion-to-hyperframes",
      "repo": "heygen-com/hyperframes",
      "description": "Port an existing Remotion (React) composition's source to HyperFrames HTML. Use ONLY on an explicit ask to port/convert/migrate/translate a Remotion source — one-way, Remotion-only. A passing Remotion mention, reference-",
      "score": 77,
      "grade": "C",
      "category": "media-creative",
      "topics": [
        "animation-motion"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/heygen-com/hyperframes/remotion-to-hyperframes/",
      "weekly_installs": 44877,
      "change_pct": 18
    },
    "heygen-com/hyperframes/talking-head-recut": {
      "id": "heygen-com/hyperframes/talking-head-recut",
      "name": "talking-head-recut",
      "repo": "heygen-com/hyperframes",
      "description": "Package an existing talking-head / interview / podcast video with timed, designed GRAPHIC OVERLAY cards — kinetic titles, lower-thirds, data callouts, quotes, side panels, picture-in-picture — synced to the transcript, o",
      "score": 69,
      "grade": "D",
      "category": "media-creative",
      "topics": [
        "video-avatars",
        "podcasts"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/heygen-com/hyperframes/talking-head-recut/",
      "weekly_installs": 321,
      "change_pct": -98
    },
    "huggingface/skills/huggingface-community-evals": {
      "id": "huggingface/skills/huggingface-community-evals",
      "name": "huggingface-community-evals",
      "repo": "huggingface/skills",
      "description": "Run evaluations for Hugging Face Hub models using inspect-ai and lighteval on local hardware. Use for backend selection, local GPU evals, and choosing between vLLM / Transformers / accelerate. Not for HF Jobs orchestrati",
      "score": 86,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "evals",
        "inference-serving"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/huggingface/skills/huggingface-community-evals/"
    },
    "huggingface/skills/huggingface-trackio": {
      "id": "huggingface/skills/huggingface-trackio",
      "name": "huggingface-trackio",
      "repo": "huggingface/skills",
      "description": "Track and visualize ML training experiments with Trackio. Use when logging metrics during training (Python API), firing alerts for training diagnostics, or retrieving/analyzing logged metrics (CLI). Supports real-time da",
      "score": 83,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "data-visualization",
        "machine-learning"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/huggingface/skills/huggingface-trackio/"
    },
    "infrasity-labs/dev-gtm-claude-skills/apply": {
      "id": "infrasity-labs/dev-gtm-claude-skills/apply",
      "name": "apply",
      "repo": "infrasity-labs/dev-gtm-claude-skills",
      "description": "Fill out a job application on Greenhouse, Lever, or Workday",
      "score": 67,
      "grade": "D",
      "category": "business-finance",
      "topics": [
        "hr-recruiting",
        "job-search"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/infrasity-labs/dev-gtm-claude-skills/#apply"
    },
    "infrasity-labs/dev-gtm-claude-skills/blog-audio": {
      "id": "infrasity-labs/dev-gtm-claude-skills/blog-audio",
      "name": "blog-audio",
      "repo": "infrasity-labs/dev-gtm-claude-skills",
      "description": "Generate audio narration of blog posts using Google Gemini TTS. Supports summary narration, full article read-aloud, and two-speaker podcast/dialogue mode with 30 voice options. Outputs MP3 with HTML5 audio embed code. W",
      "score": 82,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "text-to-speech",
        "podcasts"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/infrasity-labs/dev-gtm-claude-skills/blog-audio/"
    },
    "infrasity-labs/dev-gtm-claude-skills/blog-flow": {
      "id": "infrasity-labs/dev-gtm-claude-skills/blog-flow",
      "name": "blog-flow",
      "repo": "infrasity-labs/dev-gtm-claude-skills",
      "description": "FLOW framework integration for bloggers. Evidence-led content workflow using the Find, Optimize, Win loop with stage-specific AI prompts from the FLOW knowledge base (30 blog-applicable prompts). Use when user says \"FLOW",
      "score": 82,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "blog-writing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/infrasity-labs/dev-gtm-claude-skills/#blog-flow"
    },
    "infrasity-labs/dev-gtm-claude-skills/blog-image": {
      "id": "infrasity-labs/dev-gtm-claude-skills/blog-image",
      "name": "blog-image",
      "repo": "infrasity-labs/dev-gtm-claude-skills",
      "description": "AI image generation and editing for blog content powered by Gemini via MCP. Claude acts as Creative Director - interpreting intent, selecting domain expertise, constructing optimized 6-component prompts (Subject + Action",
      "score": 80,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "social-media-graphics",
        "icons-illustrations"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/infrasity-labs/dev-gtm-claude-skills/blog-image/"
    },
    "infrasity-labs/dev-gtm-claude-skills/blog-repurpose": {
      "id": "infrasity-labs/dev-gtm-claude-skills/blog-repurpose",
      "name": "blog-repurpose",
      "repo": "infrasity-labs/dev-gtm-claude-skills",
      "description": "Repurpose blog posts for social media, email, YouTube, Reddit, and LinkedIn. Generates Twitter/X threads, LinkedIn articles, YouTube scripts, Reddit discussion posts, email newsletter excerpts. Adapts tone for each platf",
      "score": 77,
      "grade": "C",
      "category": "marketing-seo",
      "topics": [
        "social-media",
        "content-marketing",
        "blog-writing",
        "scriptwriting"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/infrasity-labs/dev-gtm-claude-skills/#blog-repurpose"
    },
    "infrasity-labs/dev-gtm-claude-skills/capture": {
      "id": "infrasity-labs/dev-gtm-claude-skills/capture",
      "name": "capture",
      "repo": "infrasity-labs/dev-gtm-claude-skills",
      "description": "Captures and organizes chaotic brain dumps into a structured, actionable system with zero information loss. Use this skill whenever the user says 'capture this', 'brain dump', 'let me dump some ideas', 'I've got a bunch ",
      "score": 78,
      "grade": "C",
      "category": "productivity-knowledge",
      "topics": [
        "note-taking",
        "task-management",
        "personal-productivity"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/infrasity-labs/dev-gtm-claude-skills/capture/"
    },
    "infrasity-labs/dev-gtm-claude-skills/career-changer-translator": {
      "id": "infrasity-labs/dev-gtm-claude-skills/career-changer-translator",
      "name": "career-changer-translator",
      "repo": "infrasity-labs/dev-gtm-claude-skills",
      "description": "Translate skills from one industry to another, identify transferable skills",
      "score": 62,
      "grade": "D",
      "category": "business-finance",
      "topics": [
        "hr-recruiting",
        "career-coaching"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/infrasity-labs/dev-gtm-claude-skills/#career-changer-translator"
    },
    "infrasity-labs/dev-gtm-claude-skills/cover-letter": {
      "id": "infrasity-labs/dev-gtm-claude-skills/cover-letter",
      "name": "cover-letter",
      "repo": "infrasity-labs/dev-gtm-claude-skills",
      "description": "Write a tailored cover letter for a specific job posting",
      "score": 64,
      "grade": "D",
      "category": "business-finance",
      "topics": [
        "hr-recruiting",
        "resume-builder",
        "job-search"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/infrasity-labs/dev-gtm-claude-skills/#cover-letter"
    },
    "infrasity-labs/dev-gtm-claude-skills/critique-color": {
      "id": "infrasity-labs/dev-gtm-claude-skills/critique-color",
      "name": "critique-color",
      "repo": "infrasity-labs/dev-gtm-claude-skills",
      "description": "Critique a screen's colour usage — contrast ratios, palette coherence, semantic meaning, and colour accessibility.",
      "score": 61,
      "grade": "D",
      "category": "frontend-design",
      "topics": [
        "accessibility-testing",
        "color-typography"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/infrasity-labs/dev-gtm-claude-skills/#critique-color"
    },
    "infrasity-labs/dev-gtm-claude-skills/seo-ecommerce": {
      "id": "infrasity-labs/dev-gtm-claude-skills/seo-ecommerce",
      "name": "seo-ecommerce",
      "repo": "infrasity-labs/dev-gtm-claude-skills",
      "description": "E-commerce SEO analysis: Google Shopping visibility, Amazon marketplace intelligence, product schema validation, competitor pricing analysis, and marketplace keyword gaps. Combines on-page product SEO with marketplace da",
      "score": 82,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "e-commerce",
        "seo",
        "product-descriptions"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/infrasity-labs/dev-gtm-claude-skills/#seo-ecommerce"
    },
    "inhouseseo/superseo-skills/write-content": {
      "id": "inhouseseo/superseo-skills/write-content",
      "name": "write-content",
      "repo": "inhouseseo/superseo-skills",
      "description": "Use when writing a complete SEO article. Includes the full anti-AI-slop ruleset (banned vocabulary, banned phrases, banned structural patterns) and voice rules. The agent researches the SERP itself if needed — no keyword",
      "score": 81,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "seo",
        "blog-writing"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/inhouseseo/superseo-skills/write-content/"
    },
    "jakedahn/pomodoro/pomodoro": {
      "id": "jakedahn/pomodoro/pomodoro",
      "name": "pomodoro",
      "repo": "jakedahn/pomodoro",
      "description": "Simple Pomodoro timer for focused work sessions with session tracking and productivity analytics. Use when users request focus timers, ask about productivity patterns, or want to track work sessions over time. Demonstrat",
      "score": 66,
      "grade": "D",
      "category": "productivity-knowledge",
      "topics": [
        "task-management",
        "personal-productivity"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/jakedahn/pomodoro/#pomodoro"
    },
    "jeffallan/claude-skills/angular-architect": {
      "id": "jeffallan/claude-skills/angular-architect",
      "name": "angular-architect",
      "repo": "jeffallan/claude-skills",
      "description": "Generates Angular 17+ standalone components, configures advanced routing with lazy loading and guards, implements NgRx state management, applies RxJS patterns, and optimizes bundle performance. Use when building Angular ",
      "score": 84,
      "grade": "B",
      "category": "frontend-design",
      "topics": [
        "angular"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/jeffallan/claude-skills/#angular-architect"
    },
    "jeffallan/claude-skills/cli-developer": {
      "id": "jeffallan/claude-skills/cli-developer",
      "name": "cli-developer",
      "repo": "jeffallan/claude-skills",
      "description": "Use when building CLI tools, implementing argument parsing, or adding interactive prompts. Invoke for parsing flags and subcommands, displaying progress bars and spinners, generating bash/zsh/fish completion scripts, CLI",
      "score": 84,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "cli-tools"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/jeffallan/claude-skills/#cli-developer"
    },
    "jeffallan/claude-skills/cpp-pro": {
      "id": "jeffallan/claude-skills/cpp-pro",
      "name": "cpp-pro",
      "repo": "jeffallan/claude-skills",
      "description": "Writes, optimizes, and debugs C++ applications using modern C++20/23 features, template metaprogramming, and high-performance systems techniques. Use when building or refactoring C++ code requiring concepts, ranges, coro",
      "score": 81,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "c-cpp-embedded"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/jeffallan/claude-skills/#cpp-pro"
    },
    "jeffallan/claude-skills/csharp-developer": {
      "id": "jeffallan/claude-skills/csharp-developer",
      "name": "csharp-developer",
      "repo": "jeffallan/claude-skills",
      "description": "Use when building C# applications with .NET 8+, ASP.NET Core APIs, or Blazor web apps. Builds REST APIs using minimal or controller-based routing, configures database access with Entity Framework Core, implements async p",
      "score": 84,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "dotnet-csharp"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/jeffallan/claude-skills/#csharp-developer"
    },
    "jeffallan/claude-skills/devops-engineer": {
      "id": "jeffallan/claude-skills/devops-engineer",
      "name": "devops-engineer",
      "repo": "jeffallan/claude-skills",
      "description": "Creates Dockerfiles, configures CI/CD pipelines, writes Kubernetes manifests, and generates Terraform/Pulumi infrastructure templates. Handles deployment automation, GitOps configuration, incident response runbooks, and ",
      "score": 84,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "ci-cd",
        "kubernetes",
        "docker-containers",
        "infrastructure-as-code",
        "incident-response"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/jeffallan/claude-skills/devops-engineer/"
    },
    "jeffallan/claude-skills/dotnet-core-expert": {
      "id": "jeffallan/claude-skills/dotnet-core-expert",
      "name": "dotnet-core-expert",
      "repo": "jeffallan/claude-skills",
      "description": "Use when building .NET 8 applications with minimal APIs, clean architecture, or cloud-native microservices. Invoke for Entity Framework Core, CQRS with MediatR, JWT authentication, AOT compilation.",
      "score": 84,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "dotnet-csharp"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/jeffallan/claude-skills/#dotnet-core-expert"
    },
    "jeffallan/claude-skills/embedded-systems": {
      "id": "jeffallan/claude-skills/embedded-systems",
      "name": "embedded-systems",
      "repo": "jeffallan/claude-skills",
      "description": "Use when developing firmware for microcontrollers, implementing RTOS applications, or optimizing power consumption. Invoke for STM32, ESP32, FreeRTOS, bare-metal, power optimization, real-time systems, configure peripher",
      "score": 84,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "c-cpp-embedded"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/jeffallan/claude-skills/#embedded-systems"
    },
    "jeffallan/claude-skills/flutter-expert": {
      "id": "jeffallan/claude-skills/flutter-expert",
      "name": "flutter-expert",
      "repo": "jeffallan/claude-skills",
      "description": "Use when building cross-platform applications with Flutter 3+ and Dart. Invoke for widget development, Riverpod/Bloc state management, GoRouter navigation, platform-specific implementations, performance optimization.",
      "score": 84,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "flutter-dart"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/jeffallan/claude-skills/#flutter-expert"
    },
    "jeffallan/claude-skills/game-developer": {
      "id": "jeffallan/claude-skills/game-developer",
      "name": "game-developer",
      "repo": "jeffallan/claude-skills",
      "description": "Use when building game systems, implementing Unity/Unreal Engine features, or optimizing game performance. Invoke to implement ECS architecture, configure physics systems and colliders, set up multiplayer networking with",
      "score": 84,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "game-development"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/jeffallan/claude-skills/#game-developer"
    },
    "jeffallan/claude-skills/java-architect": {
      "id": "jeffallan/claude-skills/java-architect",
      "name": "java-architect",
      "repo": "jeffallan/claude-skills",
      "description": "Use when building, configuring, or debugging enterprise Java applications with Spring Boot 3.x, microservices, or reactive programming. Invoke to implement WebFlux endpoints, optimize JPA queries and database performance",
      "score": 84,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "java-jvm"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/jeffallan/claude-skills/#java-architect"
    },
    "jeffallan/claude-skills/javascript-pro": {
      "id": "jeffallan/claude-skills/javascript-pro",
      "name": "javascript-pro",
      "repo": "jeffallan/claude-skills",
      "description": "Writes, debugs, and refactors JavaScript code using modern ES2023+ features, async/await patterns, ESM module systems, and Node.js APIs. Use when building vanilla JavaScript applications, implementing Promise-based async",
      "score": 84,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "code-assistant",
        "typescript-node"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/jeffallan/claude-skills/#javascript-pro"
    },
    "jeffallan/claude-skills/laravel-specialist": {
      "id": "jeffallan/claude-skills/laravel-specialist",
      "name": "laravel-specialist",
      "repo": "jeffallan/claude-skills",
      "description": "Build and configure Laravel 10+ applications, including creating Eloquent models and relationships, implementing Sanctum authentication, configuring Horizon queues, designing RESTful APIs with API resources, and building",
      "score": 84,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "php-laravel"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/jeffallan/claude-skills/laravel-specialist/"
    },
    "jeffallan/claude-skills/monitoring-expert": {
      "id": "jeffallan/claude-skills/monitoring-expert",
      "name": "monitoring-expert",
      "repo": "jeffallan/claude-skills",
      "description": "Configures monitoring systems, implements structured logging pipelines, creates Prometheus/Grafana dashboards, defines alerting rules, and instruments distributed tracing. Implements Prometheus/Grafana stacks, conducts l",
      "score": 84,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "observability",
        "performance-testing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/jeffallan/claude-skills/monitoring-expert/"
    },
    "jeffallan/claude-skills/nextjs-developer": {
      "id": "jeffallan/claude-skills/nextjs-developer",
      "name": "nextjs-developer",
      "repo": "jeffallan/claude-skills",
      "description": "Use when building Next.js 14+ applications with App Router, server components, or server actions. Invoke to configure route handlers, implement middleware, set up API routes, add streaming SSR, write generateMetadata for",
      "score": 84,
      "grade": "B",
      "category": "frontend-design",
      "topics": [
        "react-nextjs"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/jeffallan/claude-skills/nextjs-developer/"
    },
    "jeffallan/claude-skills/php-pro": {
      "id": "jeffallan/claude-skills/php-pro",
      "name": "php-pro",
      "repo": "jeffallan/claude-skills",
      "description": "Use when building PHP applications with modern PHP 8.3+ features, Laravel, or Symfony frameworks. Invokes strict typing, PHPStan level 9, async patterns with Swoole, and PSR standards. Creates controllers, configures mid",
      "score": 84,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "php-laravel"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/jeffallan/claude-skills/#php-pro"
    },
    "jeffallan/claude-skills/prompt-engineer": {
      "id": "jeffallan/claude-skills/prompt-engineer",
      "name": "prompt-engineer",
      "repo": "jeffallan/claude-skills",
      "description": "Writes, refactors, and evaluates prompts for LLMs — generating optimized prompt templates, structured output schemas, evaluation rubrics, and test suites. Use when designing prompts for new LLM applications, refactoring ",
      "score": 84,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "prompt-generators",
        "prompt-engineering",
        "evals"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/jeffallan/claude-skills/#prompt-engineer"
    },
    "jeffallan/claude-skills/rails-expert": {
      "id": "jeffallan/claude-skills/rails-expert",
      "name": "rails-expert",
      "repo": "jeffallan/claude-skills",
      "description": "Rails 7+ specialist that optimizes Active Record queries with includes/eager_load, implements Turbo Frames and Turbo Streams for partial page updates, configures Action Cable for WebSocket connections, sets up Sidekiq wo",
      "score": 84,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "ruby-rails"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/jeffallan/claude-skills/#rails-expert"
    },
    "jeffallan/claude-skills/salesforce-developer": {
      "id": "jeffallan/claude-skills/salesforce-developer",
      "name": "salesforce-developer",
      "repo": "jeffallan/claude-skills",
      "description": "Writes and debugs Apex code, builds Lightning Web Components, optimizes SOQL queries, implements triggers, batch jobs, platform events, and integrations on the Salesforce platform. Use when developing Salesforce applicat",
      "score": 84,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "crm"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/jeffallan/claude-skills/#salesforce-developer"
    },
    "jeffallan/claude-skills/shopify-expert": {
      "id": "jeffallan/claude-skills/shopify-expert",
      "name": "shopify-expert",
      "repo": "jeffallan/claude-skills",
      "description": "Builds and debugs Shopify themes (.liquid files, theme.json, sections), develops custom Shopify apps (shopify.app.toml, OAuth, webhooks), and implements Storefront API integrations for headless storefronts. Use when buil",
      "score": 82,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "e-commerce",
        "shopify-ecommerce-dev"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/jeffallan/claude-skills/#shopify-expert"
    },
    "jeffallan/claude-skills/spring-boot-engineer": {
      "id": "jeffallan/claude-skills/spring-boot-engineer",
      "name": "spring-boot-engineer",
      "repo": "jeffallan/claude-skills",
      "description": "Generates Spring Boot 3.x configurations, creates REST controllers, implements Spring Security 6 authentication flows, sets up Spring Data JPA repositories, and configures reactive WebFlux endpoints. Use when building Sp",
      "score": 84,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "java-jvm",
        "authentication"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/jeffallan/claude-skills/#spring-boot-engineer"
    },
    "jeffallan/claude-skills/typescript-pro": {
      "id": "jeffallan/claude-skills/typescript-pro",
      "name": "typescript-pro",
      "repo": "jeffallan/claude-skills",
      "description": "Implements advanced TypeScript type systems, creates custom type guards, utility types, and branded types, and configures tRPC for end-to-end type safety. Use when building TypeScript applications requiring advanced gene",
      "score": 84,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "typescript-node"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/jeffallan/claude-skills/#typescript-pro"
    },
    "jeffallan/claude-skills/vue-expert": {
      "id": "jeffallan/claude-skills/vue-expert",
      "name": "vue-expert",
      "repo": "jeffallan/claude-skills",
      "description": "Builds Vue 3 components with Composition API patterns, configures Nuxt 3 SSR/SSG projects, sets up Pinia stores, scaffolds Quasar/Capacitor mobile apps, implements PWA features, and optimises Vite builds. Use when creati",
      "score": 81,
      "grade": "B",
      "category": "frontend-design",
      "topics": [
        "vue-nuxt"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/jeffallan/claude-skills/#vue-expert"
    },
    "jeffallan/claude-skills/vue-expert-js": {
      "id": "jeffallan/claude-skills/vue-expert-js",
      "name": "vue-expert-js",
      "repo": "jeffallan/claude-skills",
      "description": "Creates Vue 3 components, builds vanilla JS composables, configures Vite projects, and sets up routing and state management using JavaScript only — no TypeScript. Generates JSDoc-typed code with @typedef, @param, and @re",
      "score": 84,
      "grade": "B",
      "category": "frontend-design",
      "topics": [
        "vue-nuxt"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/jeffallan/claude-skills/#vue-expert-js"
    },
    "jeffallan/claude-skills/wordpress-pro": {
      "id": "jeffallan/claude-skills/wordpress-pro",
      "name": "wordpress-pro",
      "repo": "jeffallan/claude-skills",
      "description": "Develops custom WordPress themes and plugins, creates and registers Gutenberg blocks and block patterns, configures WooCommerce stores, implements WordPress REST API endpoints, applies security hardening (nonces, sanitiz",
      "score": 84,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "e-commerce",
        "cms",
        "shopify-ecommerce-dev"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/jeffallan/claude-skills/#wordpress-pro"
    },
    "k-dense-ai/claude-scientific-skills/citation-management": {
      "id": "k-dense-ai/claude-scientific-skills/citation-management",
      "name": "citation-management",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Comprehensive citation management for academic research. Search OpenAlex, PubMed, and Google Scholar for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill s",
      "score": 89,
      "grade": "B",
      "category": "science-research",
      "topics": [
        "research",
        "literature-search"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/citation-management/"
    },
    "k-dense-ai/claude-scientific-skills/diffdock": {
      "id": "k-dense-ai/claude-scientific-skills/diffdock",
      "name": "diffdock",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Predicts protein-small-molecule binding poses with DiffDock and DiffDock-L from PDB or sequence plus SMILES/SDF/MOL2. Covers batch docking, pose triage, confidence interpretation, and validation. Use for molecular dockin",
      "score": 89,
      "grade": "B",
      "category": "science-research",
      "topics": [
        "bioinformatics",
        "chemistry"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/diffdock/"
    },
    "k-dense-ai/claude-scientific-skills/flowio": {
      "id": "k-dense-ai/claude-scientific-skills/flowio",
      "name": "flowio",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Reads, inspects, and writes Flow Cytometry Standard (FCS) 2.0, 3.0, and 3.1 files with FlowIO. Use for low-level FCS metadata and channel inspection, NumPy event extraction, multi-dataset files, table export, and FCS 3.1",
      "score": 89,
      "grade": "B",
      "category": "science-research",
      "topics": [
        "bioinformatics"
      ],
      "license": "BSD-3-Clause",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/flowio/"
    },
    "k-dense-ai/claude-scientific-skills/fluidsim": {
      "id": "k-dense-ai/claude-scientific-skills/fluidsim",
      "name": "fluidsim",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Plans, configures, inspects, restarts, and analyzes bounded FluidSim computational-fluid-dynamics simulations with explicit numerical-validity and HPC safety checks. Use for FluidSim solver selection, parameter review, F",
      "score": 89,
      "grade": "B",
      "category": "science-research",
      "topics": [
        "materials-science",
        "physics"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/fluidsim/"
    },
    "k-dense-ai/claude-scientific-skills/generate-image": {
      "id": "k-dense-ai/claude-scientific-skills/generate-image",
      "name": "generate-image",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Generates or edits images with AI models through the OpenRouter Image API (Gemini, Seedream, Recraft, GPT-Image, Riverflow). Use for photos, illustrations, artwork, concept art, visual assets, logos, and image editing or",
      "score": 93,
      "grade": "A",
      "category": "media-creative",
      "topics": [
        "image-generation",
        "image-editing"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/generate-image/"
    },
    "k-dense-ai/claude-scientific-skills/hypogenic": {
      "id": "k-dense-ai/claude-scientific-skills/hypogenic",
      "name": "hypogenic",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Plans and audits use of ChicagoHAI HypoGeniC/HypoRefine for LLM-assisted hypothesis generation from labeled text datasets. Use for the `hypogenic` package, its task configs, hypothesis banks, or HypoBench datasets—not fo",
      "score": 93,
      "grade": "A",
      "category": "science-research",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/hypogenic/"
    },
    "k-dense-ai/claude-scientific-skills/infographics": {
      "id": "k-dense-ai/claude-scientific-skills/infographics",
      "name": "infographics",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Creates and reviews infographics with Nano Banana 2 via OpenRouter. Use for statistical summaries, timelines, comparisons, processes, and visual explanations with supplied data or optional Sonar research. Supports ten la",
      "score": 89,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "image-generation",
        "diagrams-infographics"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/infographics/"
    },
    "k-dense-ai/claude-scientific-skills/iso-standards-readiness": {
      "id": "k-dense-ai/claude-scientific-skills/iso-standards-readiness",
      "name": "iso-standards-readiness",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Prepares and structurally reviews readiness evidence for ISO management-system and laboratory-competence standards - ISO 13485 medical device QMS, ISO 14971 device risk management, ISO/IEC 17025 testing and calibration l",
      "score": 91,
      "grade": "A",
      "category": "business-finance",
      "topics": [
        "legal"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/iso-standards-readiness/"
    },
    "k-dense-ai/claude-scientific-skills/latchbio-integration": {
      "id": "k-dense-ai/claude-scientific-skills/latchbio-integration",
      "name": "latchbio-integration",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Builds, registers, debugs, and operates bioinformatics workflows on Latch using the Python SDK, CLI, Latch Data and Registry, Nextflow, Snakemake, programmatic execution, and Latch MCP. Use when authoring or deploying La",
      "score": 89,
      "grade": "B",
      "category": "science-research",
      "topics": [
        "bioinformatics"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/latchbio-integration/"
    },
    "k-dense-ai/claude-scientific-skills/latex-posters": {
      "id": "k-dense-ai/claude-scientific-skills/latex-posters",
      "name": "latex-posters",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Creates research posters in LaTeX using beamerposter, tikzposter, or baposter. Use for conference posters, academic presentations, multi-column scientific layouts, figure integration, typography, compilation, and PDF pre",
      "score": 89,
      "grade": "B",
      "category": "science-research",
      "topics": [
        "scientific-writing",
        "graphic-design"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/latex-posters/"
    },
    "k-dense-ai/claude-scientific-skills/liteparse": {
      "id": "k-dense-ai/claude-scientific-skills/liteparse",
      "name": "liteparse",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Local document and PDF parsing that returns spatial text with bounding boxes. Use for extracting text from PDFs, DOCX, Office files, and images; running OCR on scans; producing layout-preserved JSON for RAG; batch-ingest",
      "score": 89,
      "grade": "B",
      "category": "documents-office",
      "topics": [
        "documents",
        "pdf"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/liteparse/"
    },
    "k-dense-ai/claude-scientific-skills/literature-review": {
      "id": "k-dense-ai/claude-scientific-skills/literature-review",
      "name": "literature-review",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Conducts systematic, scoping, and narrative literature reviews using PubMed, arXiv, bioRxiv, Semantic Scholar, and other appropriate sources. Use for research synthesis, reproducible literature searches, screening, citat",
      "score": 89,
      "grade": "B",
      "category": "science-research",
      "topics": [
        "essay-writing",
        "research",
        "literature-search"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/literature-review/"
    },
    "k-dense-ai/claude-scientific-skills/markdown-mermaid-writing": {
      "id": "k-dense-ai/claude-scientific-skills/markdown-mermaid-writing",
      "name": "markdown-mermaid-writing",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Writes scientific Markdown documentation and Mermaid diagrams for workflows, relationships, timelines, and schemas. Provides syntax references, document templates, accessibility guidance, and version-aware rendering chec",
      "score": 87,
      "grade": "B",
      "category": "writing-content",
      "topics": [
        "technical-writing",
        "diagrams-infographics"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/#markdown-mermaid-writing"
    },
    "k-dense-ai/claude-scientific-skills/market-research-reports": {
      "id": "k-dense-ai/claude-scientific-skills/market-research-reports",
      "name": "market-research-reports",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Builds evidence-traceable market research reports and assumption-driven market sizing or forecast scenarios. Use for market definition, industry and customer evidence, competitive landscapes, TAM/SAM/SOM reconciliation, ",
      "score": 87,
      "grade": "B",
      "category": "business-finance",
      "topics": [
        "market-research"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/#market-research-reports"
    },
    "k-dense-ai/claude-scientific-skills/matchms": {
      "id": "k-dense-ai/claude-scientific-skills/matchms",
      "name": "matchms",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Processes, cleans, compares, and searches tandem mass spectra with matchms. Use for MS/MS file I/O, metadata harmonization, peak filtering, spectral similarity, library matching, score matrices, and molecular-similarity ",
      "score": 93,
      "grade": "A",
      "category": "science-research",
      "topics": [
        "chemistry"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/matchms/"
    },
    "k-dense-ai/claude-scientific-skills/modal": {
      "id": "k-dense-ai/claude-scientific-skills/modal",
      "name": "modal",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Modal is a serverless cloud platform for running Python on demand, including on-demand GPUs. Use when deploying or serving AI/ML models, running GPU-accelerated workloads (training, fine-tuning, inference), serving web e",
      "score": 85,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "serverless"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/#modal"
    },
    "k-dense-ai/claude-scientific-skills/ncats-arax": {
      "id": "k-dense-ai/claude-scientific-skills/ncats-arax",
      "name": "ncats-arax",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Queries the NCATS Translator ARAX production API for bounded, typed, provenance-rich one-hop and endpoint-pinned two-hop biomedical knowledge-graph relationships. Use for Biolink-constrained RTX-KG2 lookup, explicit sele",
      "score": 93,
      "grade": "A",
      "category": "science-research",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/ncats-arax/"
    },
    "k-dense-ai/claude-scientific-skills/neurokit2": {
      "id": "k-dense-ai/claude-scientific-skills/neurokit2",
      "name": "neurokit2",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Builds and audits reproducible NeuroKit2 research workflows for physiological time-series preprocessing, event/interval analysis, multimodal alignment, variability, and complexity. Use when code imports neurokit2 or need",
      "score": 93,
      "grade": "A",
      "category": "science-research",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/neurokit2/"
    },
    "k-dense-ai/claude-scientific-skills/open-notebook": {
      "id": "k-dense-ai/claude-scientific-skills/open-notebook",
      "name": "open-notebook",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Organizes research with the self-hosted Open Notebook alternative to NotebookLM. Supports source ingestion (PDFs, web pages, audio, video, and Office documents), cited document chat, text and vector search, notes, custom",
      "score": 87,
      "grade": "B",
      "category": "productivity-knowledge",
      "topics": [
        "note-taking",
        "notebooks"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/#open-notebook"
    },
    "k-dense-ai/claude-scientific-skills/openpiv": {
      "id": "k-dense-ai/claude-scientific-skills/openpiv",
      "name": "openpiv",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Performs Particle Image Velocimetry (PIV) analysis with OpenPIV. Use when extracting velocity fields from PIV image pairs, analyzing fluid dynamics or flow visualization experiments, cross-correlating interrogation windo",
      "score": 89,
      "grade": "B",
      "category": "science-research",
      "topics": [
        "physics"
      ],
      "license": "BSD-3-Clause",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/openpiv/"
    },
    "k-dense-ai/claude-scientific-skills/opentrons-integration": {
      "id": "k-dense-ai/claude-scientific-skills/opentrons-integration",
      "name": "opentrons-integration",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Authors, reviews, migrates, simulates, and troubleshoots official Opentrons Python Protocol API v2 protocols for Flex and OT-2 robots. Use for robot-specific liquid handling, deck and labware setup, pipettes, modules, ru",
      "score": 93,
      "grade": "A",
      "category": "science-research",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/opentrons-integration/"
    },
    "k-dense-ai/claude-scientific-skills/paper-lookup": {
      "id": "k-dense-ai/claude-scientific-skills/paper-lookup",
      "name": "paper-lookup",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Searches 18 scholarly APIs for papers, preprints, citations, open-access full text, repository records, and journal OA status, and returns results with reproducible provenance. Covers PubMed, PMC, Europe PMC, bioRxiv, me",
      "score": 87,
      "grade": "B",
      "category": "science-research",
      "topics": [
        "research",
        "literature-search"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/#paper-lookup"
    },
    "k-dense-ai/claude-scientific-skills/pymatgen": {
      "id": "k-dense-ai/claude-scientific-skills/pymatgen",
      "name": "pymatgen",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Analyzes, validates, converts, and transforms materials structures and computed materials data with pymatgen. Use for local phase diagrams, symmetry sensitivity, electronic-structure I/O, and bounded Materials Project qu",
      "score": 89,
      "grade": "B",
      "category": "science-research",
      "topics": [
        "materials-science"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/pymatgen/"
    },
    "k-dense-ai/claude-scientific-skills/pymc": {
      "id": "k-dense-ai/claude-scientific-skills/pymc",
      "name": "pymc",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Builds and checks Bayesian models with PyMC, including hierarchical models, NUTS MCMC, variational inference, mutable-data predictions, posterior predictive checks, diagnostics, and PSIS-LOO model comparison. Use for pro",
      "score": 89,
      "grade": "B",
      "category": "science-research",
      "topics": [
        "statistics"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/pymc/"
    },
    "k-dense-ai/claude-scientific-skills/pytdc": {
      "id": "k-dense-ai/claude-scientific-skills/pytdc",
      "name": "pytdc",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Provides Therapeutics Data Commons workflows through PyTDC for registry discovery, dataset access, task-aware splits, evaluator metrics, benchmark groups, and bounded molecular-oracle scoring. Use when working with TDC t",
      "score": 89,
      "grade": "B",
      "category": "science-research",
      "topics": [
        "chemistry"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/pytdc/"
    },
    "k-dense-ai/claude-scientific-skills/research-grants": {
      "id": "k-dense-ai/claude-scientific-skills/research-grants",
      "name": "research-grants",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Supports research proposal preparation and review for NSF, NIH, DOE, DARPA, and Taiwan NSTC, including opportunity-specific requirements, aims, review criteria, budgets, broader impacts, forms, and resubmissions. Use for",
      "score": 87,
      "grade": "B",
      "category": "science-research",
      "topics": [
        "essay-writing",
        "research",
        "scientific-writing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/#research-grants"
    },
    "k-dense-ai/claude-scientific-skills/scholar-evaluation": {
      "id": "k-dense-ai/claude-scientific-skills/scholar-evaluation",
      "name": "scholar-evaluation",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Provides qualitative-first, evidence-traceable developmental review of scholarly works and audit low-stakes research-assessment rubrics with optional local quality controls. Never use for ranking people or consequential ",
      "score": 89,
      "grade": "B",
      "category": "science-research",
      "topics": [
        "scientific-writing"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/scholar-evaluation/"
    },
    "k-dense-ai/claude-scientific-skills/scientific-visualization": {
      "id": "k-dense-ai/claude-scientific-skills/scientific-visualization",
      "name": "scientific-visualization",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Creates and audits truthful, accessible, publication-ready scientific figures with Matplotlib, Seaborn, or Plotly. Use it for figure design, multi-panel layouts, uncertainty and missing-data displays, color/contrast revi",
      "score": 89,
      "grade": "B",
      "category": "science-research",
      "topics": [
        "scientific-writing",
        "data-visualization"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/scientific-visualization/"
    },
    "k-dense-ai/claude-scientific-skills/scientific-writing": {
      "id": "k-dense-ai/claude-scientific-skills/scientific-writing",
      "name": "scientific-writing",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Drafts, revises, and audits scientific manuscripts or reports with explicit evidence provenance, reporting-guideline coverage, authorship accountability, confidentiality controls, and local consistency checks. Use for ma",
      "score": 87,
      "grade": "B",
      "category": "writing-content",
      "topics": [
        "essay-writing",
        "scientific-writing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/scientific-writing/"
    },
    "k-dense-ai/claude-scientific-skills/scikit-learn": {
      "id": "k-dense-ai/claude-scientific-skills/scikit-learn",
      "name": "scikit-learn",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Supports machine learning in Python with scikit-learn. Applies when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality reduction), model evaluation, hyperpara",
      "score": 89,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "machine-learning"
      ],
      "license": "BSD-3-Clause",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/scikit-learn/"
    },
    "k-dense-ai/claude-scientific-skills/simpy": {
      "id": "k-dense-ai/claude-scientific-skills/simpy",
      "name": "simpy",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Builds, inspects, tests, and analyzes bounded process-based discrete-event simulations with SimPy. Use for event scheduling, resource queues, interrupts, monitoring, independent replications, warm-up, and reproducible ou",
      "score": 89,
      "grade": "B",
      "category": "science-research",
      "topics": [
        "materials-science",
        "physics"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/simpy/"
    },
    "k-dense-ai/claude-scientific-skills/statistical-power": {
      "id": "k-dense-ai/claude-scientific-skills/statistical-power",
      "name": "statistical-power",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Calculates sample sizes and statistical power for study planning. Applies when someone asks \"how many subjects/samples/replicates do I need\", wants an a priori power analysis, a minimum detectable effect (MDE), a power c",
      "score": 90,
      "grade": "A",
      "category": "science-research",
      "topics": [
        "statistics"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/statistical-power/"
    },
    "k-dense-ai/claude-scientific-skills/treatment-plans": {
      "id": "k-dense-ai/claude-scientific-skills/treatment-plans",
      "name": "treatment-plans",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Formats and structurally validates local treatment-plan documentation after clinical decisions have already been supplied and verified by authorized licensed professionals. Use for source traceability, clinician-authored",
      "score": 91,
      "grade": "A",
      "category": "science-research",
      "topics": [
        "health-medical"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/treatment-plans/"
    },
    "k-dense-ai/claude-scientific-skills/uncertainty-and-units": {
      "id": "k-dense-ai/claude-scientific-skills/uncertainty-and-units",
      "name": "uncertainty-and-units",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Tracks physical units and propagates measurement uncertainty in scientific calculations using pint and uncertainties. Use for unit conversion and dimensional checking, GUM uncertainty budgets, Type A and Type B evaluatio",
      "score": 90,
      "grade": "A",
      "category": "science-research",
      "topics": [
        "statistics",
        "physics"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/uncertainty-and-units/"
    },
    "k-dense-ai/claude-scientific-skills/usfiscaldata": {
      "id": "k-dense-ai/claude-scientific-skills/usfiscaldata",
      "name": "usfiscaldata",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Queries the U.S. Treasury Fiscal Data REST API for federal financial data. No API key required. Use for national debt (Debt to the Penny), Daily Treasury Statements, Monthly Treasury Statements, Treasury securities aucti",
      "score": 87,
      "grade": "B",
      "category": "business-finance",
      "topics": [
        "finance"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/#usfiscaldata"
    },
    "k-dense-ai/claude-scientific-skills/what-if-oracle": {
      "id": "k-dense-ai/claude-scientific-skills/what-if-oracle",
      "name": "what-if-oracle",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Supports structured what-if scenario analysis for research planning, experimental contingencies, and scientific project decisions. Explores favorable, reference, adverse, wild-card, contrarian, and second-order scenarios",
      "score": 83,
      "grade": "B",
      "category": "science-research",
      "topics": [
        "experiments-playgrounds"
      ],
      "license": "CC-BY-NC-SA-4.0",
      "cost_lane": "noncommercial",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/#what-if-oracle"
    },
    "k-dense-ai/claude-scientific-skills/zarr-python": {
      "id": "k-dense-ai/claude-scientific-skills/zarr-python",
      "name": "zarr-python",
      "repo": "K-Dense-AI/claude-scientific-skills",
      "description": "Stores and queries chunked N-D scientific arrays with Zarr-Python 3, including codecs, sharding, S3/GCS storage, and NumPy/Dask/Xarray integration. Use for array layout, bounded I/O, format migration, or scientific metad",
      "score": 87,
      "grade": "B",
      "category": "data-databases",
      "topics": [
        "python"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/k-dense-ai/claude-scientific-skills/#zarr-python"
    },
    "lackeyjb/playwright-skill/playwright-skill": {
      "id": "lackeyjb/playwright-skill/playwright-skill",
      "name": "playwright-skill",
      "repo": "lackeyjb/playwright-skill",
      "description": "Complete browser automation with Playwright. Auto-detects dev servers, writes reusable test scripts, and supports screenshots, responsive checks, UX validation, login flows, link checks, and arbitrary browser automation.",
      "score": 85,
      "grade": "B",
      "category": "testing-qa",
      "topics": [
        "test-automation",
        "e2e-browser-testing",
        "browser-agents"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/lackeyjb/playwright-skill/playwright-skill/"
    },
    "lambdatest/agent-skills/accessibility-skill": {
      "id": "lambdatest/agent-skills/accessibility-skill",
      "name": "accessibility-skill",
      "repo": "LambdaTest/agent-skills",
      "description": "Adds automated accessibility (a11y) testing to test suites on TestMu AI cloud by enabling WCAG scans through driver capabilities. Framework-agnostic, works with Selenium, Playwright, and Cypress. Use when user mentions \"",
      "score": 84,
      "grade": "B",
      "category": "testing-qa",
      "topics": [
        "test-automation",
        "accessibility-testing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/lambdatest/agent-skills/#accessibility-skill"
    },
    "lambdatest/agent-skills/behat-skill": {
      "id": "lambdatest/agent-skills/behat-skill",
      "name": "behat-skill",
      "repo": "LambdaTest/agent-skills",
      "description": "Generates Behat BDD tests for PHP with Gherkin feature files and MinkContext for browser testing. Use when user mentions \"Behat\", \"PHP BDD\", \"Mink\", \"behat.yml\". Triggers on: \"Behat\", \"PHP BDD\", \"Mink\", \"behat.yml\", \"Fea",
      "score": 84,
      "grade": "B",
      "category": "testing-qa",
      "topics": [
        "php-laravel",
        "test-automation",
        "e2e-browser-testing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/lambdatest/agent-skills/#behat-skill"
    },
    "lambdatest/agent-skills/flutter-testing-skill": {
      "id": "lambdatest/agent-skills/flutter-testing-skill",
      "name": "flutter-testing-skill",
      "repo": "LambdaTest/agent-skills",
      "description": "Generates Flutter widget tests, integration tests, and golden tests in Dart. Supports local execution and TestMu AI cloud for real device testing. Use when user mentions \"Flutter\", \"widget test\", \"WidgetTester\", \"testWid",
      "score": 84,
      "grade": "B",
      "category": "testing-qa",
      "topics": [
        "flutter-dart",
        "test-automation",
        "e2e-browser-testing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/lambdatest/agent-skills/#flutter-testing-skill"
    },
    "lambdatest/agent-skills/playwright-skill": {
      "id": "lambdatest/agent-skills/playwright-skill",
      "name": "playwright-skill",
      "repo": "LambdaTest/agent-skills",
      "description": "Generates production-grade Playwright automation scripts and E2E tests in TypeScript, JavaScript, Python, Java, or C#. Supports local execution and TestMu AI cloud across 3000+ browser/OS combinations and real mobile dev",
      "score": 86,
      "grade": "B",
      "category": "testing-qa",
      "topics": [
        "test-automation",
        "e2e-browser-testing"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/lambdatest/agent-skills/playwright-skill/"
    },
    "lambdatest/agent-skills/protractor-skill": {
      "id": "lambdatest/agent-skills/protractor-skill",
      "name": "protractor-skill",
      "repo": "LambdaTest/agent-skills",
      "description": "Generates Protractor E2E tests for Angular/AngularJS apps in JS/TS. NOTE: Protractor is officially deprecated — recommend Playwright or Cypress. Use when user mentions \"Protractor\", \"element(by.model())\", \"Angular E2E\". ",
      "score": 81,
      "grade": "B",
      "category": "testing-qa",
      "topics": [
        "angular",
        "test-automation",
        "e2e-browser-testing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/lambdatest/agent-skills/#protractor-skill"
    },
    "lambdatest/agent-skills/reqnroll-skill": {
      "id": "lambdatest/agent-skills/reqnroll-skill",
      "name": "reqnroll-skill",
      "repo": "LambdaTest/agent-skills",
      "description": "Generates production-grade Reqnroll BDD automation scripts for web (Selenium 3/4) and mobile (Appium 2) testing in C#. Supports parallel NUnit execution locally and on TestMu AI cloud. Use when the user asks to write BDD",
      "score": 84,
      "grade": "B",
      "category": "testing-qa",
      "topics": [
        "dotnet-csharp",
        "test-automation",
        "e2e-browser-testing"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/lambdatest/agent-skills/reqnroll-skill/"
    },
    "lambdatest/agent-skills/rspec-skill": {
      "id": "lambdatest/agent-skills/rspec-skill",
      "name": "rspec-skill",
      "repo": "LambdaTest/agent-skills",
      "description": "Generates RSpec tests in Ruby with describe/context/it blocks, matchers, let/before hooks, and mocking. Use when user mentions \"RSpec\", \"describe do\", \"expect().to\", \"Ruby test\". Triggers on: \"RSpec\", \"expect().to eq()\",",
      "score": 81,
      "grade": "B",
      "category": "testing-qa",
      "topics": [
        "ruby-rails",
        "test-automation",
        "unit-testing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/lambdatest/agent-skills/#rspec-skill"
    },
    "leonxlnx/taste-skill/brandkit": {
      "id": "leonxlnx/taste-skill/brandkit",
      "name": "brandkit",
      "repo": "Leonxlnx/taste-skill",
      "description": "Moved to github.com/Leonxlnx/imagegen-skills. Runs only when called by name.",
      "score": 61,
      "grade": "D",
      "category": "media-creative",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/leonxlnx/taste-skill/brandkit/",
      "weekly_installs": 26,
      "change_pct": -99
    },
    "leonxlnx/taste-skill/imagegen-frontend-mobile": {
      "id": "leonxlnx/taste-skill/imagegen-frontend-mobile",
      "name": "imagegen-frontend-mobile",
      "repo": "Leonxlnx/taste-skill",
      "description": "Moved to github.com/Leonxlnx/imagegen-skills. Runs only when called by name.",
      "score": 61,
      "grade": "D",
      "category": "frontend-design",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/leonxlnx/taste-skill/imagegen-frontend-mobile/",
      "weekly_installs": 14,
      "change_pct": -99
    },
    "leonxlnx/taste-skill/imagegen-frontend-web": {
      "id": "leonxlnx/taste-skill/imagegen-frontend-web",
      "name": "imagegen-frontend-web",
      "repo": "Leonxlnx/taste-skill",
      "description": "Moved to github.com/Leonxlnx/imagegen-skills. Runs only when called by name.",
      "score": 61,
      "grade": "D",
      "category": "frontend-design",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/leonxlnx/taste-skill/imagegen-frontend-web/",
      "weekly_installs": 13,
      "change_pct": -100
    },
    "mailtrap/mailtrap-skills/converting-email-templates": {
      "id": "mailtrap/mailtrap-skills/converting-email-templates",
      "name": "converting-email-templates",
      "repo": "mailtrap/mailtrap-skills",
      "description": "Use when converting or migrating email templates from another provider (SendGrid, Mailgun, Mandrill, Postmark, Brevo, Amazon SES) to Mailtrap-compatible Handlebars syntax. Supports single file, bulk directory, and inline",
      "score": 85,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "email",
        "email-sending"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mailtrap/mailtrap-skills/converting-email-templates/"
    },
    "mailtrap/mailtrap-skills/managing-contacts": {
      "id": "mailtrap/mailtrap-skills/managing-contacts",
      "name": "managing-contacts",
      "repo": "mailtrap/mailtrap-skills",
      "description": "Use when using Mailtrap Contacts API or UI to add, update, bulk import, list, segment marketing contacts, custom fields, or custom events. Use when syncing contacts from a CRM or warehouse, or building audiences for camp",
      "score": 80,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "crm"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/mailtrap/mailtrap-skills/managing-contacts/"
    },
    "mattpocock/skills/ask-matt": {
      "id": "mattpocock/skills/ask-matt",
      "name": "ask-matt",
      "repo": "mattpocock/skills",
      "description": "Ask which skill or flow fits your situation. A router over the skills in this repo.",
      "score": 66,
      "grade": "D",
      "category": "developer-tools",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mattpocock/skills/ask-matt/",
      "weekly_installs": 30020,
      "change_pct": -9
    },
    "mattpocock/skills/code-review": {
      "id": "mattpocock/skills/code-review",
      "name": "code-review",
      "repo": "mattpocock/skills",
      "description": "Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes: Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match what the originating iss",
      "score": 81,
      "grade": "B",
      "category": "code-review-quality",
      "topics": [
        "code-review"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mattpocock/skills/code-review/",
      "weekly_installs": 38125,
      "change_pct": -1
    },
    "mattpocock/skills/codebase-design": {
      "id": "mattpocock/skills/codebase-design",
      "name": "codebase-design",
      "repo": "mattpocock/skills",
      "description": "Shared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interface, find deepening opportunities, decide where a seam goes, make code more testable or AI-navigable, or when an",
      "score": 78,
      "grade": "C",
      "category": "frontend-design",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mattpocock/skills/codebase-design/",
      "weekly_installs": 38595,
      "change_pct": 2
    },
    "mattpocock/skills/diagnosing-bugs": {
      "id": "mattpocock/skills/diagnosing-bugs",
      "name": "diagnosing-bugs",
      "repo": "mattpocock/skills",
      "description": "Diagnosis loop for hard bugs and performance regressions. Use when the user says \"diagnose\"/\"debug this\", or reports something broken/throwing/failing/slow.",
      "score": 83,
      "grade": "B",
      "category": "testing-qa",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mattpocock/skills/diagnosing-bugs/",
      "weekly_installs": 34921,
      "change_pct": -7
    },
    "mattpocock/skills/domain-modeling": {
      "id": "mattpocock/skills/domain-modeling",
      "name": "domain-modeling",
      "repo": "mattpocock/skills",
      "description": "Build and sharpen a project's domain model. Use when discussing codebase terminology, writing or editing a GLOSSARY.md, or recording or editing an ADR.",
      "score": 75,
      "grade": "C",
      "category": "writing-content",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mattpocock/skills/domain-modeling/",
      "weekly_installs": 36477,
      "change_pct": -8
    },
    "mattpocock/skills/git-guardrails-claude-code": {
      "id": "mattpocock/skills/git-guardrails-claude-code",
      "name": "git-guardrails-claude-code",
      "repo": "mattpocock/skills",
      "description": "Set up Claude Code hooks to block dangerous git commands (push, reset --hard, clean, branch -D, etc.) before they execute. Use when user wants to prevent destructive git operations, add git safety hooks, or block git pus",
      "score": 77,
      "grade": "C",
      "category": "developer-tools",
      "topics": [
        "git-version-control",
        "agent-safety",
        "claude-code-config"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mattpocock/skills/git-guardrails-claude-code/",
      "weekly_installs": 21442,
      "change_pct": -8
    },
    "mattpocock/skills/grill-me": {
      "id": "mattpocock/skills/grill-me",
      "name": "grill-me",
      "repo": "mattpocock/skills",
      "description": "A relentless interview to sharpen a plan or design.",
      "score": 59,
      "grade": "D",
      "category": "frontend-design",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mattpocock/skills/grill-me/",
      "weekly_installs": 43368,
      "change_pct": -11
    },
    "mattpocock/skills/grill-with-docs": {
      "id": "mattpocock/skills/grill-with-docs",
      "name": "grill-with-docs",
      "repo": "mattpocock/skills",
      "description": "A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.",
      "score": 61,
      "grade": "D",
      "category": "frontend-design",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mattpocock/skills/grill-with-docs/",
      "weekly_installs": 37516,
      "change_pct": -9
    },
    "mattpocock/skills/grilling": {
      "id": "mattpocock/skills/grilling",
      "name": "grilling",
      "repo": "mattpocock/skills",
      "description": "Grill the user relentlessly about a plan, decision, or idea. Use when the user wants to stress-test their thinking, or uses any 'grill' trigger phrases.",
      "score": 78,
      "grade": "C",
      "category": "testing-qa",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mattpocock/skills/grilling/",
      "weekly_installs": 46289,
      "change_pct": -2
    },
    "mattpocock/skills/handoff": {
      "id": "mattpocock/skills/handoff",
      "name": "handoff",
      "repo": "mattpocock/skills",
      "description": "Compact the current conversation into a handoff document for another agent to pick up.",
      "score": 60,
      "grade": "D",
      "category": "ai-agents-llm",
      "topics": [
        "context-memory"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mattpocock/skills/handoff/",
      "weekly_installs": 35344,
      "change_pct": -10
    },
    "mattpocock/skills/improve-codebase-architecture": {
      "id": "mattpocock/skills/improve-codebase-architecture",
      "name": "improve-codebase-architecture",
      "repo": "mattpocock/skills",
      "description": "Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.",
      "score": 68,
      "grade": "D",
      "category": "developer-tools",
      "topics": [
        "refactoring"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mattpocock/skills/improve-codebase-architecture/",
      "weekly_installs": 38379,
      "change_pct": -1
    },
    "mattpocock/skills/migrate-to-shoehorn": {
      "id": "mattpocock/skills/migrate-to-shoehorn",
      "name": "migrate-to-shoehorn",
      "repo": "mattpocock/skills",
      "description": "Migrate test files from `as` type assertions to @total-typescript/shoehorn. Use when user mentions shoehorn, wants to replace `as` in tests, or needs partial test data.",
      "score": 75,
      "grade": "C",
      "category": "testing-qa",
      "topics": [
        "test-automation"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mattpocock/skills/migrate-to-shoehorn/",
      "weekly_installs": 20924,
      "change_pct": -8
    },
    "mattpocock/skills/pr": {
      "id": "mattpocock/skills/pr",
      "name": "pr",
      "repo": "mattpocock/skills",
      "description": "Use when writing a PR body.",
      "score": 65,
      "grade": "D",
      "category": "writing-content",
      "topics": [
        "pull-requests"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mattpocock/skills/pr/",
      "weekly_installs": 28973,
      "change_pct": -7
    },
    "mattpocock/skills/prototype": {
      "id": "mattpocock/skills/prototype",
      "name": "prototype",
      "repo": "mattpocock/skills",
      "description": "Build a throwaway prototype to answer a design question. Use when the user wants to sanity-check whether a state model or logic feels right, or explore what a UI should look like.",
      "score": 75,
      "grade": "C",
      "category": "frontend-design",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mattpocock/skills/prototype/",
      "weekly_installs": 32445,
      "change_pct": -6
    },
    "mattpocock/skills/research": {
      "id": "mattpocock/skills/research",
      "name": "research",
      "repo": "mattpocock/skills",
      "description": "Investigate a question against high-trust primary sources and capture the findings as a Markdown file in the repo. Use when the user wants a topic researched, docs or API facts gathered, or reading legwork delegated to a",
      "score": 71,
      "grade": "C",
      "category": "ai-agents-llm",
      "topics": [
        "research"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mattpocock/skills/research/",
      "weekly_installs": 34879,
      "change_pct": 3
    },
    "mattpocock/skills/scaffold-exercises": {
      "id": "mattpocock/skills/scaffold-exercises",
      "name": "scaffold-exercises",
      "repo": "mattpocock/skills",
      "description": "Create exercise directory structures with sections, problems, solutions, and explainers that pass linting. Use when user wants to scaffold exercises, create exercise stubs, or set up a new course section.",
      "score": 75,
      "grade": "C",
      "category": "code-review-quality",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mattpocock/skills/scaffold-exercises/",
      "weekly_installs": 20977,
      "change_pct": -8
    },
    "mattpocock/skills/setup-matt-pocock-skills": {
      "id": "mattpocock/skills/setup-matt-pocock-skills",
      "name": "setup-matt-pocock-skills",
      "repo": "mattpocock/skills",
      "description": "Configure this repo for the engineering skills: set up its issue tracker, triage label vocabulary, and domain doc layout. Run once before first use of the other engineering skills.",
      "score": 70,
      "grade": "C",
      "category": "documents-office",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mattpocock/skills/setup-matt-pocock-skills/",
      "weekly_installs": 36026,
      "change_pct": 1
    },
    "mattpocock/skills/setup-pre-commit": {
      "id": "mattpocock/skills/setup-pre-commit",
      "name": "setup-pre-commit",
      "repo": "mattpocock/skills",
      "description": "Set up Husky pre-commit hooks with lint-staged (Prettier), type checking, and tests in the current repo. Use when user wants to add pre-commit hooks, set up Husky, configure lint-staged, or add commit-time formatting/typ",
      "score": 75,
      "grade": "C",
      "category": "testing-qa",
      "topics": [
        "test-automation",
        "code-quality-linting",
        "git-version-control",
        "pull-requests"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mattpocock/skills/setup-pre-commit/",
      "weekly_installs": 21314,
      "change_pct": -8
    },
    "mattpocock/skills/tdd": {
      "id": "mattpocock/skills/tdd",
      "name": "tdd",
      "repo": "mattpocock/skills",
      "description": "Test-driven development. Use when the user wants to build features or fix bugs test-first, mentions \"red-green-refactor\", or wants integration tests.",
      "score": 79,
      "grade": "C",
      "category": "testing-qa",
      "topics": [
        "test-automation",
        "unit-testing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mattpocock/skills/tdd/",
      "weekly_installs": 35932,
      "change_pct": -8
    },
    "mattpocock/skills/teach": {
      "id": "mattpocock/skills/teach",
      "name": "teach",
      "repo": "mattpocock/skills",
      "description": "Teach the user a new skill or concept, within this workspace.",
      "score": 66,
      "grade": "D",
      "category": "developer-tools",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mattpocock/skills/teach/",
      "weekly_installs": 31831,
      "change_pct": -9
    },
    "mattpocock/skills/to-questionnaire": {
      "id": "mattpocock/skills/to-questionnaire",
      "name": "to-questionnaire",
      "repo": "mattpocock/skills",
      "description": "Turn a decision you can't fully answer into a questionnaire for someone else to fill in.",
      "score": 63,
      "grade": "D",
      "category": "developer-tools",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mattpocock/skills/to-questionnaire/",
      "weekly_installs": 28664,
      "change_pct": -7
    },
    "mattpocock/skills/to-spec": {
      "id": "mattpocock/skills/to-spec",
      "name": "to-spec",
      "repo": "mattpocock/skills",
      "description": "Turn the current conversation into a spec and publish it to the project issue tracker: no interview, just synthesis of what you've already discussed.",
      "score": 65,
      "grade": "D",
      "category": "developer-tools",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mattpocock/skills/to-spec/",
      "weekly_installs": 32683,
      "change_pct": -6
    },
    "mattpocock/skills/to-tickets": {
      "id": "mattpocock/skills/to-tickets",
      "name": "to-tickets",
      "repo": "mattpocock/skills",
      "description": "Break a plan, spec, or the current conversation into a set of tracer-bullet tickets, each declaring its blocking edges, published to the configured tracker (edges as text in one file per ticket locally, or native blockin",
      "score": 70,
      "grade": "C",
      "category": "developer-tools",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mattpocock/skills/to-tickets/",
      "weekly_installs": 33358,
      "change_pct": -7
    },
    "mattpocock/skills/triage": {
      "id": "mattpocock/skills/triage",
      "name": "triage",
      "repo": "mattpocock/skills",
      "description": "Move issues and external PRs through a state machine of triage roles, categorise, verify, grill if needed, and write agent-ready briefs.",
      "score": 68,
      "grade": "D",
      "category": "ai-agents-llm",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mattpocock/skills/triage/",
      "weekly_installs": 30497,
      "change_pct": -9
    },
    "mattpocock/skills/wait-what": {
      "id": "mattpocock/skills/wait-what",
      "name": "wait-what",
      "repo": "mattpocock/skills",
      "description": "Stop. That last message did not land: re-pitch it.",
      "score": 59,
      "grade": "D",
      "category": "developer-tools",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mattpocock/skills/wait-what/",
      "weekly_installs": 28926,
      "change_pct": -9
    },
    "mattpocock/skills/wayfinder": {
      "id": "mattpocock/skills/wayfinder",
      "name": "wayfinder",
      "repo": "mattpocock/skills",
      "description": "Plan a huge chunk of work (more than one agent session can hold) as a shared map of decision tickets on your issue tracker, and resolve them one at a time until the way to the destination is clear.",
      "score": 70,
      "grade": "C",
      "category": "ai-agents-llm",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mattpocock/skills/wayfinder/",
      "weekly_installs": 34461,
      "change_pct": -1
    },
    "mattpocock/skills/wizard": {
      "id": "mattpocock/skills/wizard",
      "name": "wizard",
      "repo": "mattpocock/skills",
      "description": "Generate an interactive bash wizard that walks a human through steps only they can perform. Use when provisioning infrastructure, setting up credentials or CI secrets, walking an unfamiliar third-party dashboard, or runn",
      "score": 78,
      "grade": "C",
      "category": "devops-cloud",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mattpocock/skills/wizard/",
      "weekly_installs": 28988,
      "change_pct": -10
    },
    "mattpocock/skills/writing-for-agents": {
      "id": "mattpocock/skills/writing-for-agents",
      "name": "writing-for-agents",
      "repo": "mattpocock/skills",
      "description": "Writing documents for agents. Use when creating or editing skills, or modifying AGENTS.md or CLAUDE.md.",
      "score": 76,
      "grade": "C",
      "category": "ai-agents-llm",
      "topics": [
        "skill-authoring"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mattpocock/skills/writing-for-agents/",
      "weekly_installs": 31691,
      "change_pct": -8
    },
    "mblode/agent-skills/agent-skills-creator": {
      "id": "mblode/agent-skills/agent-skills-creator",
      "name": "agent-skills-creator",
      "repo": "mblode/agent-skills",
      "description": "Creates and improves portable Agent Skills with a validator, routing scenarios, and evidence-based keep, cut, merge, or retire decisions. Use when asked to \"write a skill\", \"update all skills\", \"audit my SKILL.md\", \"remo",
      "score": 91,
      "grade": "A",
      "category": "ai-agents-llm",
      "topics": [
        "skill-authoring"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mblode/agent-skills/agent-skills-creator/"
    },
    "mblode/agent-skills/agents-md": {
      "id": "mblode/agent-skills/agents-md",
      "name": "agents-md",
      "repo": "mblode/agent-skills",
      "description": "Audits and edits agent instruction files, verifies repository commands, and migrates repositories to AGENTS.md as the single shared source. Use when asked to \"improve my AGENTS.md\", \"migrate CLAUDE.md to AGENTS.md\", or m",
      "score": 87,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "documentation",
        "claude-code-config"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mblode/agent-skills/agents-md/"
    },
    "mblode/agent-skills/app-verification": {
      "id": "mblode/agent-skills/app-verification",
      "name": "app-verification",
      "repo": "mblode/agent-skills",
      "description": "Builds and maintains a repo's own verification harness (verify CLI, doctor, worktree isolation, feature map, seed data) and a reproduce-first bug handoff. Use when asked to \"build a verification harness\", \"add a doctor c",
      "score": 89,
      "grade": "B",
      "category": "testing-qa",
      "topics": [
        "e2e-browser-testing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mblode/agent-skills/app-verification/"
    },
    "mblode/agent-skills/ax-audit": {
      "id": "mblode/agent-skills/ax-audit",
      "name": "ax-audit",
      "repo": "mblode/agent-skills",
      "description": "Audits agentic products for tool parity, authority, approval payloads, recovery, and trust using 24 rules and a ship verdict. Use when asked for an \"AX audit\", to review an agent approval flow, or whether an agent can op",
      "score": 87,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "agent-safety"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mblode/agent-skills/ax-audit/"
    },
    "mblode/agent-skills/chat-history": {
      "id": "mblode/agent-skills/chat-history",
      "name": "chat-history",
      "repo": "mblode/agent-skills",
      "description": "Recovers decisions, previous fixes, research, and what followed a prompt from past AI conversations, with source evidence. Use when asked to \"search past chats\", \"we fixed this before\", \"what followed this prompt\", or \"w",
      "score": 91,
      "grade": "A",
      "category": "ai-agents-llm",
      "topics": [
        "context-memory",
        "coding-agents"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mblode/agent-skills/chat-history/"
    },
    "mblode/agent-skills/ci-speedup": {
      "id": "mblode/agent-skills/ci-speedup",
      "name": "ci-speedup",
      "repo": "mblode/agent-skills",
      "description": "Cuts the wait from push to green by measuring a pipeline's critical path from run timestamps, then splitting, sharding, trimming setup and sharing test module state, with a before/after ledger. Use when asked to \"speed u",
      "score": 91,
      "grade": "A",
      "category": "devops-cloud",
      "topics": [
        "ci-cd",
        "performance-testing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mblode/agent-skills/ci-speedup/"
    },
    "mblode/agent-skills/ghostwriter": {
      "id": "mblode/agent-skills/ghostwriter",
      "name": "ghostwriter",
      "repo": "mblode/agent-skills",
      "description": "Writes, rewrites, and critiques messages, posts, review comments, tickets, PRDs, design docs, talk scripts, docs, READMEs, and copy as the user or their company, in a private profile's voice with machine tells stripped. ",
      "score": 87,
      "grade": "B",
      "category": "writing-content",
      "topics": [
        "paraphrasing",
        "general-writing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mblode/agent-skills/ghostwriter/"
    },
    "mblode/agent-skills/multi-tenant-architecture": {
      "id": "mblode/agent-skills/multi-tenant-architecture",
      "name": "multi-tenant-architecture",
      "repo": "mblode/agent-skills",
      "description": "Designs tenant isolation, hostname routing, custom-domain lifecycle, and plan limits on Cloudflare or Vercel. Use when asked to \"isolate tenant data\", \"support custom domains\", \"build a white-label platform\", or assess P",
      "score": 87,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "cloudflare"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mblode/agent-skills/multi-tenant-architecture/"
    },
    "mblode/agent-skills/pr-babysitter": {
      "id": "mblode/agent-skills/pr-babysitter",
      "name": "pr-babysitter",
      "repo": "mblode/agent-skills",
      "description": "Monitors or repairs an open GitHub PR: CI failures, conflicts, review threads, and merge readiness, reporting state changes. Use when asked to \"watch this PR\", \"fix CI\", \"resolve conflicts\", or \"address review comments\".",
      "score": 91,
      "grade": "A",
      "category": "code-review-quality",
      "topics": [
        "ci-cd",
        "code-review",
        "pull-requests"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mblode/agent-skills/pr-babysitter/"
    },
    "mblode/agent-skills/presentation-creator": {
      "id": "mblode/agent-skills/presentation-creator",
      "name": "presentation-creator",
      "repo": "mblode/agent-skills",
      "description": "Builds decks with a story spine, house visual system, setting-specific density, and speaker notes. Use when asked to \"create a presentation\", \"write a pitch deck\", or \"turn this doc into slides\". Defaults to Marp; use an",
      "score": 87,
      "grade": "B",
      "category": "documents-office",
      "topics": [
        "presentations"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mblode/agent-skills/presentation-creator/"
    },
    "mblode/agent-skills/save-md": {
      "id": "mblode/agent-skills/save-md",
      "name": "save-md",
      "repo": "mblode/agent-skills",
      "description": "Saves a named source to Markdown with provenance and faithful extraction through direct export endpoints. Use when asked to \"save this article\", \"get the markdown\", \"transcribe this\", or \"keep this source\". A URL supplie",
      "score": 84,
      "grade": "B",
      "category": "productivity-knowledge",
      "topics": [
        "note-taking"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mblode/agent-skills/#save-md"
    },
    "mblode/agent-skills/scaffold-cli": {
      "id": "mblode/agent-skills/scaffold-cli",
      "name": "scaffold-cli",
      "repo": "mblode/agent-skills",
      "description": "Scaffolds a TypeScript CLI and npm package with the house toolchain, dual tsdown outputs, CLI contracts, changesets, and publishing templates. Use when asked to \"scaffold a CLI\" or \"start an npm package\".",
      "score": 89,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "cli-tools",
        "typescript-node"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/mblode/agent-skills/scaffold-cli/"
    },
    "mblode/agent-skills/scaffold-nextjs": {
      "id": "mblode/agent-skills/scaffold-nextjs",
      "name": "scaffold-nextjs",
      "repo": "mblode/agent-skills",
      "description": "Scaffolds a Next.js turborepo with Blode UI, icons, Ultracite (oxlint/shadcn), workspace hooks, and GitHub/Vercel setup. Use when asked to \"create a Next.js project\", \"bootstrap a turborepo\", or \"start a new web app\".",
      "score": 89,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "app-builders",
        "react-nextjs"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mblode/agent-skills/scaffold-nextjs/"
    },
    "mblode/agent-skills/seo": {
      "id": "mblode/agent-skills/seo",
      "name": "seo",
      "repo": "mblode/agent-skills",
      "description": "Audits and fixes technical SEO, researches search demand, creates content briefs, and measures SEO, AEO and GEO performance. Use when asked to \"audit SEO\", \"fix indexing\", \"improve AI visibility\", \"do AEO or GEO\", \"check",
      "score": 87,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "seo",
        "ai-search-visibility"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mblode/agent-skills/seo/"
    },
    "mblode/agent-skills/typography-audit": {
      "id": "mblode/agent-skills/typography-audit",
      "name": "typography-audit",
      "repo": "mblode/agent-skills",
      "description": "Audits font loading, type scales, measure, spacing, OpenType, and rendered punctuation with 78 scoped rules. Use when asked to \"audit typography\", \"fix the fonts\", or \"review my type system\". For a new visual direction u",
      "score": 84,
      "grade": "B",
      "category": "frontend-design",
      "topics": [
        "color-typography"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mblode/agent-skills/#typography-audit"
    },
    "mblode/agent-skills/ui-design": {
      "id": "mblode/agent-skills/ui-design",
      "name": "ui-design",
      "repo": "mblode/agent-skills",
      "description": "Designs and builds React/Next/Tailwind UI, audits visual and interaction defects, and stress-tests components with worst-case data. Use when asked to \"build a landing page\", \"extract our design system\", \"add dark mode\", ",
      "score": 84,
      "grade": "B",
      "category": "frontend-design",
      "topics": [
        "react-nextjs",
        "ui-ux-design"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mblode/agent-skills/ui-design/"
    },
    "mblode/agent-skills/ui-verification": {
      "id": "mblode/agent-skills/ui-verification",
      "name": "ui-verification",
      "repo": "mblode/agent-skills",
      "description": "Runs scoped browser probes for focus, hit targets, overflow, themes, request failures, and performance attribution, with evidence linked to UI rule IDs. Use when asked to \"verify this in the browser\", \"reproduce this UI ",
      "score": 89,
      "grade": "B",
      "category": "testing-qa",
      "topics": [
        "e2e-browser-testing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mblode/agent-skills/ui-verification/"
    },
    "mcollina/skills/fastify-best-practices": {
      "id": "mcollina/skills/fastify-best-practices",
      "name": "fastify-best-practices",
      "repo": "mcollina/skills",
      "description": "Guides development of Fastify Node.js backend servers and REST APIs using TypeScript or JavaScript. Use when building, configuring, or debugging a Fastify application — including defining routes, implementing plugins, se",
      "score": 67,
      "grade": "D",
      "category": "developer-tools",
      "topics": [
        "typescript-node",
        "rest-apis"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mcollina/skills/fastify-best-practices/",
      "weekly_installs": 6291,
      "change_pct": -3
    },
    "mcollina/skills/snipgrapher": {
      "id": "mcollina/skills/snipgrapher",
      "name": "snipgrapher",
      "repo": "mcollina/skills",
      "description": "Configures and uses snipgrapher to generate polished code snippet images, including syntax-highlighted PNGs, SVGs, and WebP exports with custom themes, profiles, and styling options. Use when the user wants to create cod",
      "score": 77,
      "grade": "C",
      "category": "media-creative",
      "topics": [
        "icons-illustrations"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mcollina/skills/snipgrapher/"
    },
    "melmayssonowen/agent-skills/amazon-listing-checker": {
      "id": "melmayssonowen/agent-skills/amazon-listing-checker",
      "name": "amazon-listing-checker",
      "repo": "MelMayssonOwen/agent-skills",
      "description": "Audit pasted Amazon listing text for length, structure, risky claims, repeated terms, and keyword coverage. Use when asked to review or improve a product title, bullets, description, or backend search terms.",
      "score": 73,
      "grade": "C",
      "category": "marketing-seo",
      "topics": [
        "e-commerce",
        "product-descriptions"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/melmayssonowen/agent-skills/amazon-listing-checker/"
    },
    "melmayssonowen/agent-skills/clef-music-tools": {
      "id": "melmayssonowen/agent-skills/clef-music-tools",
      "name": "clef-music-tools",
      "repo": "MelMayssonOwen/agent-skills",
      "description": "Practice note reading and solve common chord or guitar-tab questions with Clef's public music MCP or an offline transposition helper. Use when asked to transpose chord symbols, spell piano chords, map ASCII guitar tab to",
      "score": 76,
      "grade": "C",
      "category": "media-creative",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/melmayssonowen/agent-skills/clef-music-tools/"
    },
    "melmayssonowen/agent-skills/sheetfolk-budget-builder": {
      "id": "melmayssonowen/agent-skills/sheetfolk-budget-builder",
      "name": "sheetfolk-budget-builder",
      "repo": "MelMayssonOwen/agent-skills",
      "description": "Create a local Excel workbook for a monthly budget, sinking funds, or side-hustle income and expenses. Use when asked to build a budget spreadsheet, plan recurring costs, track savings goals, or organize small business c",
      "score": 73,
      "grade": "C",
      "category": "business-finance",
      "topics": [
        "finance",
        "spreadsheets",
        "personal-finance"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/melmayssonowen/agent-skills/sheetfolk-budget-builder/"
    },
    "melmayssonowen/agent-skills/timetopost-autoseo-blog": {
      "id": "melmayssonowen/agent-skills/timetopost-autoseo-blog",
      "name": "timetopost-autoseo-blog",
      "repo": "MelMayssonOwen/agent-skills",
      "description": "Connect a site and run a human-reviewed AutoSEO blog workflow with TimeToPost MCP. Use when asked to set up an SEO blog pipeline, research article topics, generate a blog draft, review an AutoSEO post, or assess SEO and ",
      "score": 77,
      "grade": "C",
      "category": "marketing-seo",
      "topics": [
        "blog-writing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/melmayssonowen/agent-skills/timetopost-autoseo-blog/"
    },
    "melmayssonowen/agent-skills/timetopost-social-scheduler": {
      "id": "melmayssonowen/agent-skills/timetopost-social-scheduler",
      "name": "timetopost-social-scheduler",
      "repo": "MelMayssonOwen/agent-skills",
      "description": "Draft, review, and schedule distinct social posts with the TimeToPost MCP. Use when asked to plan a social calendar, draft a post or thread, check approval drafts, choose a posting time, or schedule content.",
      "score": 79,
      "grade": "C",
      "category": "marketing-seo",
      "topics": [
        "social-media"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/melmayssonowen/agent-skills/timetopost-social-scheduler/"
    },
    "melmayssonowen/agent-skills/toolfound-launch-kit": {
      "id": "melmayssonowen/agent-skills/toolfound-launch-kit",
      "name": "toolfound-launch-kit",
      "repo": "MelMayssonOwen/agent-skills",
      "description": "Research, prepare, submit, and track a maker product launch through the Toolfound MCP. Use when asked to list a product, compare directory alternatives, choose a launch date, verify ownership, check launch status, or get",
      "score": 74,
      "grade": "C",
      "category": "marketing-seo",
      "topics": [
        "marketing-strategy"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/melmayssonowen/agent-skills/toolfound-launch-kit/"
    },
    "michalparkola/tapestry-skills-for-claude-code/ship-learn-next": {
      "id": "michalparkola/tapestry-skills-for-claude-code/ship-learn-next",
      "name": "ship-learn-next",
      "repo": "michalparkola/tapestry-skills-for-claude-code",
      "description": "Transform learning content (like YouTube transcripts, articles, tutorials) into actionable implementation plans using the Ship-Learn-Next framework. Use when user wants to turn advice, lessons, or educational content int",
      "score": 74,
      "grade": "C",
      "category": "productivity-knowledge",
      "topics": [
        "youtube",
        "tutoring-courses"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/michalparkola/tapestry-skills-for-claude-code/ship-learn-next/"
    },
    "microsoft/azure-skills/airunway-aks-setup": {
      "id": "microsoft/azure-skills/airunway-aks-setup",
      "name": "airunway-aks-setup",
      "repo": "microsoft/azure-skills",
      "description": "Set up AI Runway on AKS — from bare cluster to running model. Covers cluster verification, controller install, GPU assessment, provider setup, and first deployment. WHEN: \"setup AI Runway\", \"onboard AKS cluster\", \"instal",
      "score": 75,
      "grade": "C",
      "category": "devops-cloud",
      "topics": [
        "kubernetes",
        "azure"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/microsoft/azure-skills/airunway-aks-setup/",
      "weekly_installs": 7739,
      "change_pct": 10
    },
    "microsoft/azure-skills/aks-troubleshooting": {
      "id": "microsoft/azure-skills/aks-troubleshooting",
      "name": "aks-troubleshooting",
      "repo": "microsoft/azure-skills",
      "description": "Debug live Azure Kubernetes Service (AKS) incidents with a read-only, evidence-first investigation. WHEN: pod crashes or Pending, CrashLoopBackOff, OOMKilled, ImagePullBackOff, node NotReady, DNS or ingress failure, conn",
      "score": 85,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "kubernetes",
        "azure",
        "incident-response"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/microsoft/azure-skills/#aks-troubleshooting"
    },
    "microsoft/azure-skills/appinsights-instrumentation": {
      "id": "microsoft/azure-skills/appinsights-instrumentation",
      "name": "appinsights-instrumentation",
      "repo": "microsoft/azure-skills",
      "description": "Guidance for instrumenting webapps with Azure Application Insights. Provides telemetry patterns, SDK setup, and configuration references. WHEN: how to instrument app, App Insights SDK, telemetry patterns, what is App Ins",
      "score": 71,
      "grade": "C",
      "category": "developer-tools",
      "topics": [
        "azure",
        "observability"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/microsoft/azure-skills/appinsights-instrumentation/",
      "weekly_installs": 7745,
      "change_pct": 10
    },
    "microsoft/azure-skills/azure-ai": {
      "id": "microsoft/azure-skills/azure-ai",
      "name": "azure-ai",
      "repo": "microsoft/azure-skills",
      "description": "Use for Azure AI: Search, Speech, OpenAI, Document Intelligence. Helps with search, vector/hybrid search, speech-to-text, text-to-speech, transcription, OCR. WHEN: AI Search, query search, vector search, hybrid search, s",
      "score": 77,
      "grade": "C",
      "category": "devops-cloud",
      "topics": [
        "azure"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/microsoft/azure-skills/azure-ai/",
      "weekly_installs": 7791,
      "change_pct": 10
    },
    "microsoft/azure-skills/azure-aigateway": {
      "id": "microsoft/azure-skills/azure-aigateway",
      "name": "azure-aigateway",
      "repo": "microsoft/azure-skills",
      "description": "Configure Azure API Management as an AI Gateway for AI models, MCP tools, and agents. WHEN: semantic caching, token limit, content safety, load balancing, AI model governance, MCP rate limiting, jailbreak detection, add ",
      "score": 71,
      "grade": "C",
      "category": "ai-agents-llm",
      "topics": [
        "azure",
        "mcp-servers",
        "llm-apis"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/microsoft/azure-skills/azure-aigateway/",
      "weekly_installs": 7715,
      "change_pct": 11
    },
    "microsoft/azure-skills/azure-app-onboard": {
      "id": "microsoft/azure-skills/azure-app-onboard",
      "name": "azure-app-onboard",
      "repo": "microsoft/azure-skills",
      "description": "End-to-end orchestrator: from a business idea, app idea, or existing app to running Azure deployment with cost estimates and pre-deploy approval. Analyzes your app, auto-detects the right Azure services, scaffolds infras",
      "score": 80,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "app-builders",
        "azure",
        "deployment-hosting"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/microsoft/azure-skills/azure-app-onboard/",
      "weekly_installs": 7719,
      "change_pct": 10
    },
    "microsoft/azure-skills/azure-app-onboard-prereq": {
      "id": "microsoft/azure-skills/azure-app-onboard-prereq",
      "name": "azure-app-onboard-prereq",
      "repo": "microsoft/azure-skills",
      "description": "Assess whether source code is ready to deploy to Azure — the check BEFORE infrastructure work. Evaluates build health, app completeness, dependencies and local services, stack compatibility, and deployment feasibility. A",
      "score": 71,
      "grade": "C",
      "category": "devops-cloud",
      "topics": [
        "azure",
        "deployment-hosting"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/microsoft/azure-skills/azure-app-onboard-prereq/",
      "weekly_installs": 7713,
      "change_pct": 10
    },
    "microsoft/azure-skills/azure-cloud-migrate": {
      "id": "microsoft/azure-skills/azure-cloud-migrate",
      "name": "azure-cloud-migrate",
      "repo": "microsoft/azure-skills",
      "description": "Assess and migrate cross-cloud workloads to Azure with reports and code conversion. Supports Lambda→Functions, Beanstalk/Heroku/App Engine→App Service, Fargate/Kubernetes/Cloud Run/Spring Boot→Container Apps. WHEN: migra",
      "score": 69,
      "grade": "D",
      "category": "devops-cloud",
      "topics": [
        "azure"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/microsoft/azure-skills/azure-cloud-migrate/",
      "weekly_installs": 7711,
      "change_pct": 10
    },
    "microsoft/azure-skills/azure-compliance": {
      "id": "microsoft/azure-skills/azure-compliance",
      "name": "azure-compliance",
      "repo": "microsoft/azure-skills",
      "description": "Run Azure compliance and security audits with azqr plus Key Vault expiration checks. Covers best-practice assessment, resource review, policy/compliance validation, and security posture checks. WHEN: compliance scan, sec",
      "score": 69,
      "grade": "D",
      "category": "devops-cloud",
      "topics": [
        "azure",
        "security-auditing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/microsoft/azure-skills/azure-compliance/",
      "weekly_installs": 7772,
      "change_pct": 10
    },
    "microsoft/azure-skills/azure-compute": {
      "id": "microsoft/azure-skills/azure-compute",
      "name": "azure-compute",
      "repo": "microsoft/azure-skills",
      "description": "Azure VM/VMSS router. WHEN: create / provision / deploy / spin-up VM, recommend VM size, compare VM pricing, VMSS, scale set, autoscale, burstable, lightweight server, website, backend, GPU, machine learning, HPC simulat",
      "score": 64,
      "grade": "D",
      "category": "devops-cloud",
      "topics": [
        "azure"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/microsoft/azure-skills/azure-compute/",
      "weekly_installs": 7726,
      "change_pct": 10
    },
    "microsoft/azure-skills/azure-deploy": {
      "id": "microsoft/azure-skills/azure-deploy",
      "name": "azure-deploy",
      "repo": "microsoft/azure-skills",
      "description": "Execute Azure deployments for ALREADY-PREPARED applications that have existing .azure/deployment-plan.md and infrastructure files. DO NOT use this skill when the user asks to CREATE a new application — use azure-prepare ",
      "score": 85,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "azure",
        "deployment-hosting"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/microsoft/azure-skills/azure-deploy/",
      "weekly_installs": 7774,
      "change_pct": 10
    },
    "microsoft/azure-skills/azure-diagnostics": {
      "id": "microsoft/azure-skills/azure-diagnostics",
      "name": "azure-diagnostics",
      "repo": "microsoft/azure-skills",
      "description": "Debug Azure production issues on Azure using AppLens, Azure Monitor, resource health, and safe triage. WHEN: debug production issues, troubleshoot app service, app service high CPU, app service deployment failure, troubl",
      "score": 70,
      "grade": "C",
      "category": "devops-cloud",
      "topics": [
        "azure"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/microsoft/azure-skills/azure-diagnostics/",
      "weekly_installs": 8314,
      "change_pct": 16
    },
    "microsoft/azure-skills/azure-enterprise-infra-planner": {
      "id": "microsoft/azure-skills/azure-enterprise-infra-planner",
      "name": "azure-enterprise-infra-planner",
      "repo": "microsoft/azure-skills",
      "description": "Architect and provision enterprise Azure infrastructure from workload descriptions. For cloud architects and platform engineers planning networking, identity, security, compliance, and multi-resource topologies with WAF ",
      "score": 75,
      "grade": "C",
      "category": "devops-cloud",
      "topics": [
        "azure"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/microsoft/azure-skills/azure-enterprise-infra-planner/",
      "weekly_installs": 7758,
      "change_pct": 10
    },
    "microsoft/azure-skills/azure-kubernetes": {
      "id": "microsoft/azure-skills/azure-kubernetes",
      "name": "azure-kubernetes",
      "repo": "microsoft/azure-skills",
      "description": "Plan, create, and configure production-ready Azure Kubernetes Service (AKS) clusters. Covers Day-0 checklist, SKU selection (Automatic vs Standard), networking options (private API server, Azure CNI Overlay, egress confi",
      "score": 70,
      "grade": "C",
      "category": "devops-cloud",
      "topics": [
        "kubernetes",
        "azure"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/microsoft/azure-skills/azure-kubernetes/",
      "weekly_installs": 8159,
      "change_pct": 11
    },
    "microsoft/azure-skills/azure-kusto": {
      "id": "microsoft/azure-skills/azure-kusto",
      "name": "azure-kusto",
      "repo": "microsoft/azure-skills",
      "description": "Query and analyze data in Azure Data Explorer (Kusto/ADX) using KQL for log analytics, telemetry, and time series analysis. WHEN: KQL queries, Kusto database queries, Azure Data Explorer, ADX clusters, log analytics, tim",
      "score": 69,
      "grade": "D",
      "category": "devops-cloud",
      "topics": [
        "azure"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/microsoft/azure-skills/azure-kusto/",
      "weekly_installs": 7748,
      "change_pct": 10
    },
    "microsoft/azure-skills/azure-messaging": {
      "id": "microsoft/azure-skills/azure-messaging",
      "name": "azure-messaging",
      "repo": "microsoft/azure-skills",
      "description": "Troubleshoot and resolve issues with Azure Messaging SDKs for Event Hubs and Service Bus. Covers connection failures, authentication errors, message processing issues, and SDK configuration problems. WHEN: event hub SDK ",
      "score": 62,
      "grade": "D",
      "category": "developer-tools",
      "topics": [
        "azure"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/microsoft/azure-skills/azure-messaging/",
      "weekly_installs": 7706,
      "change_pct": 10
    },
    "microsoft/azure-skills/azure-prepare": {
      "id": "microsoft/azure-skills/azure-prepare",
      "name": "azure-prepare",
      "repo": "microsoft/azure-skills",
      "description": "Prepare azd-based Azure projects for deployment: generates azure.yaml, infrastructure (Bicep/Terraform), and Dockerfiles for the Azure Developer CLI (azd) workflow. USE ONLY when the user explicitly wants to use azd as t",
      "score": 82,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "docker-containers",
        "infrastructure-as-code",
        "azure"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/microsoft/azure-skills/azure-prepare/",
      "weekly_installs": 8327,
      "change_pct": 18
    },
    "microsoft/azure-skills/azure-quotas": {
      "id": "microsoft/azure-skills/azure-quotas",
      "name": "azure-quotas",
      "repo": "microsoft/azure-skills",
      "description": "Check/manage Azure quotas and usage across providers. For deployment planning, capacity validation, region selection. WHEN: \"check quotas\", \"service limits\", \"current usage\", \"request quota increase\", \"quota exceeded\", \"",
      "score": 77,
      "grade": "C",
      "category": "devops-cloud",
      "topics": [
        "azure"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/microsoft/azure-skills/azure-quotas/",
      "weekly_installs": 7755,
      "change_pct": 9
    },
    "microsoft/azure-skills/azure-reliability": {
      "id": "microsoft/azure-skills/azure-reliability",
      "name": "azure-reliability",
      "repo": "microsoft/azure-skills",
      "description": "Assess and improve the reliability posture of PaaS Applications (Azure Functions and Azure App Service). Scans deployed resources for zone redundancy, ZRS storage, health probes, and multi-region failover. Presents a fea",
      "score": 72,
      "grade": "C",
      "category": "devops-cloud",
      "topics": [
        "azure",
        "incident-response"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/microsoft/azure-skills/azure-reliability/",
      "weekly_installs": 7726,
      "change_pct": 10
    },
    "microsoft/azure-skills/azure-resource-lookup": {
      "id": "microsoft/azure-skills/azure-resource-lookup",
      "name": "azure-resource-lookup",
      "repo": "microsoft/azure-skills",
      "description": "List, find, and show Azure resources across subscriptions or resource groups. Handles prompts like \"list the websites in my subscription\", \"list my web apps\", \"show my app services\", \"list virtual machines\", \"list my VMs",
      "score": 85,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "azure"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/microsoft/azure-skills/azure-resource-lookup/",
      "weekly_installs": 7742,
      "change_pct": 10
    },
    "microsoft/azure-skills/azure-resource-visualizer": {
      "id": "microsoft/azure-skills/azure-resource-visualizer",
      "name": "azure-resource-visualizer",
      "repo": "microsoft/azure-skills",
      "description": "Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. WHEN: create architecture diagram, visualize Azure resources, show resource relati",
      "score": 72,
      "grade": "C",
      "category": "devops-cloud",
      "topics": [
        "azure"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/microsoft/azure-skills/azure-resource-visualizer/",
      "weekly_installs": 7751,
      "change_pct": 10
    },
    "microsoft/azure-skills/azure-storage": {
      "id": "microsoft/azure-skills/azure-storage",
      "name": "azure-storage",
      "repo": "microsoft/azure-skills",
      "description": "Azure Storage Services including Blob Storage, File Shares, Queue Storage, Table Storage, and Data Lake. Answers questions about storage access tiers (hot, cool, cold, archive), when to use each tier, and tier comparison",
      "score": 82,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "azure"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/microsoft/azure-skills/azure-storage/",
      "weekly_installs": 7763,
      "change_pct": 10
    },
    "microsoft/azure-skills/azure-upgrade": {
      "id": "microsoft/azure-skills/azure-upgrade",
      "name": "azure-upgrade",
      "repo": "microsoft/azure-skills",
      "description": "Assess and upgrade Azure workloads between plans, tiers, or SKUs, or modernize Azure SDK dependencies in source code. WHEN: upgrade Consumption to Flex Consumption, upgrade Azure Functions plan, change hosting plan, func",
      "score": 74,
      "grade": "C",
      "category": "devops-cloud",
      "topics": [
        "azure"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/microsoft/azure-skills/azure-upgrade/",
      "weekly_installs": 7809,
      "change_pct": 5
    },
    "microsoft/azure-skills/azure-validate": {
      "id": "microsoft/azure-skills/azure-validate",
      "name": "azure-validate",
      "repo": "microsoft/azure-skills",
      "description": "Pre-deployment validation for Azure readiness. Run deep checks on configuration, infrastructure (Bicep or Terraform), RBAC role assignments, managed identity permissions, and prerequisites before deploying. WHEN: validat",
      "score": 67,
      "grade": "D",
      "category": "devops-cloud",
      "topics": [
        "azure"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/microsoft/azure-skills/azure-validate/",
      "weekly_installs": 7992,
      "change_pct": 13
    },
    "microsoft/azure-skills/discover-azure-skills": {
      "id": "microsoft/azure-skills/discover-azure-skills",
      "name": "discover-azure-skills",
      "repo": "microsoft/azure-skills",
      "description": "Searches the Azure skills catalog and recommends installable agent skills by matching an Azure task to skill metadata and plugin installation guidance. WHEN: before starting any task that involves an Azure or Microsoft-c",
      "score": 66,
      "grade": "D",
      "category": "devops-cloud",
      "topics": [
        "azure"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/microsoft/azure-skills/discover-azure-skills/",
      "weekly_installs": 7690,
      "change_pct": 11
    },
    "microsoft/azure-skills/entra-agent-id": {
      "id": "microsoft/azure-skills/entra-agent-id",
      "name": "entra-agent-id",
      "repo": "microsoft/azure-skills",
      "description": "Provision Microsoft Entra Agent Identity Blueprints, BlueprintPrincipals, and per-instance Agent Identities via Microsoft Graph, and configure OAuth 2.0 token exchange (fmi_path, OBO, cross-tenant) including the Microsof",
      "score": 84,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "azure",
        "agent-safety"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/microsoft/azure-skills/entra-agent-id/",
      "weekly_installs": 7699,
      "change_pct": 11
    },
    "microsoft/azure-skills/entra-app-registration": {
      "id": "microsoft/azure-skills/entra-app-registration",
      "name": "entra-app-registration",
      "repo": "microsoft/azure-skills",
      "description": "Guides Microsoft Entra ID app registration, OAuth 2.0 authentication, and MSAL integration. USE FOR: create app registration, register Azure AD app, configure OAuth, set up authentication, add API permissions, generate s",
      "score": 84,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "authentication",
        "azure"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/microsoft/azure-skills/entra-app-registration/",
      "weekly_installs": 7721,
      "change_pct": 11
    },
    "microsoft/azure-skills/microsoft-foundry": {
      "id": "microsoft/azure-skills/microsoft-foundry",
      "name": "microsoft-foundry",
      "repo": "microsoft/azure-skills",
      "description": "Build, deploy, evaluate, optimize, fine-tune, and manage Microsoft Foundry agents, models, and resources end to end. USE FOR: foundry, azd ai agent, azd provision/deploy, hosted agent scaffold/develop/run/deploy/troubles",
      "score": 79,
      "grade": "C",
      "category": "ai-agents-llm",
      "topics": [
        "fine-tuning"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/microsoft/azure-skills/microsoft-foundry/",
      "weekly_installs": 8608,
      "change_pct": 13
    },
    "microsoft/azure-skills/python-appservice-deploy": {
      "id": "microsoft/azure-skills/python-appservice-deploy",
      "name": "python-appservice-deploy",
      "repo": "microsoft/azure-skills",
      "description": "Deploy Python (Flask/Django/FastAPI) code to Azure App Service Linux. WHEN: \"Flask App Service\", \"Django App Service\", \"FastAPI App Service\", \"deploy Python to App Service\". DO NOT USE FOR: Container Apps, Functions, non",
      "score": 86,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "python",
        "azure",
        "deployment-hosting"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/microsoft/azure-skills/python-appservice-deploy/",
      "weekly_installs": 7703,
      "change_pct": 11
    },
    "minimax-ai/skills/gif-sticker-maker": {
      "id": "minimax-ai/skills/gif-sticker-maker",
      "name": "gif-sticker-maker",
      "repo": "MiniMax-AI/skills",
      "description": "Convert photos (people, pets, objects, logos) into 4 animated GIF stickers with captions. Use when: user wants to create cartoon stickers, GIF expressions, emoji packs, animated avatars, or convert photos to Funko Pop / ",
      "score": 75,
      "grade": "C",
      "category": "media-creative",
      "topics": [
        "characters-avatars",
        "icons-illustrations",
        "animation-motion",
        "fun-tools"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/minimax-ai/skills/gif-sticker-maker/"
    },
    "minimax-ai/skills/shader-dev": {
      "id": "minimax-ai/skills/shader-dev",
      "name": "shader-dev",
      "repo": "MiniMax-AI/skills",
      "description": "Comprehensive GLSL shader techniques for creating stunning visual effects — ray marching, SDF modeling, fluid simulation, particle systems, procedural generation, lighting, post-processing, and more.",
      "score": 73,
      "grade": "C",
      "category": "media-creative",
      "topics": [
        "generative-art"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/minimax-ai/skills/shader-dev/"
    },
    "minimax-ai/skills/vision-analysis": {
      "id": "minimax-ai/skills/vision-analysis",
      "name": "vision-analysis",
      "repo": "MiniMax-AI/skills",
      "description": "Analyze, describe, and extract information from images using the MiniMax vision MCP tool. Use when: user shares an image file path or URL (any message containing .jpg, .jpeg, .png, .gif, .webp, .bmp, or .svg file extensi",
      "score": 69,
      "grade": "D",
      "category": "media-creative",
      "topics": [
        "image-analysis"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/minimax-ai/skills/vision-analysis/"
    },
    "mohamedabdallah-14/unslop/unslop": {
      "id": "mohamedabdallah-14/unslop/unslop",
      "name": "unslop",
      "repo": "MohamedAbdallah-14/unslop",
      "description": "Humanize LLM output so it reads like a careful human wrote it. Subtracts AI-isms (sycophancy, tricolons, em-dash overuse, \"delve\"/\"tapestry\"/\"testament\", hedging stacks, tidy five-paragraph shapes), engineers burstiness ",
      "score": 84,
      "grade": "B",
      "category": "writing-content",
      "topics": [
        "ai-humanizer"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mohamedabdallah-14/unslop/unslop/"
    },
    "mohamedabdallah-14/unslop/unslop-review": {
      "id": "mohamedabdallah-14/unslop/unslop-review",
      "name": "unslop-review",
      "repo": "MohamedAbdallah-14/unslop",
      "description": "Rewrites code review comments so they read like a human teammate wrote them. Cuts corporate-AI throat-clearing (\"I noticed...\", \"I was wondering if perhaps...\", \"It might be worth considering...\"). Each comment is direct",
      "score": 84,
      "grade": "B",
      "category": "writing-content",
      "topics": [
        "paraphrasing",
        "ai-humanizer"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/mohamedabdallah-14/unslop/unslop-review/"
    },
    "muratcankoylan/agent-skills-for-context-engineering/advanced-evaluation": {
      "id": "muratcankoylan/agent-skills-for-context-engineering/advanced-evaluation",
      "name": "advanced-evaluation",
      "repo": "muratcankoylan/Agent-Skills-for-Context-Engineering",
      "description": "This skill should be used for advanced LLM evaluation: LLM-as-judge systems, direct scoring, pairwise comparison, rubric calibration, evaluator bias mitigation, confidence scoring, and automated quality assessment.",
      "score": 86,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "evals"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/muratcankoylan/agent-skills-for-context-engineering/advanced-evaluation/"
    },
    "muratcankoylan/agent-skills-for-context-engineering/evaluation": {
      "id": "muratcankoylan/agent-skills-for-context-engineering/evaluation",
      "name": "evaluation",
      "repo": "muratcankoylan/Agent-Skills-for-Context-Engineering",
      "description": "This skill should be used when building agent evaluation systems: deterministic checks, regression suites, multi-dimensional rubrics, quality gates, production monitoring, baseline comparison, and outcome measurement for",
      "score": 86,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "evals"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/muratcankoylan/agent-skills-for-context-engineering/evaluation/"
    },
    "muratcankoylan/agent-skills-for-context-engineering/hosted-agents": {
      "id": "muratcankoylan/agent-skills-for-context-engineering/hosted-agents",
      "name": "hosted-agents",
      "repo": "muratcankoylan/Agent-Skills-for-Context-Engineering",
      "description": "This skill should be used when designing hosted or background agent infrastructure: sandboxed execution, remote coding environments, warm pools, session persistence, multiplayer collaboration, self-spawning agents, or Mo",
      "score": 86,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "agent-safety"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/muratcankoylan/agent-skills-for-context-engineering/hosted-agents/"
    },
    "neondatabase/agent-skills/neon": {
      "id": "neondatabase/agent-skills/neon",
      "name": "neon",
      "repo": "neondatabase/agent-skills",
      "description": "Overview of Neon, a complete set of cloud backend primitives around Lakebase Postgres: Auth, Object Storage, Functions, the AI Gateway, and Realtime. Start here to choose Neon for undecided login, files, APIs, and LLM ca",
      "score": 74,
      "grade": "C",
      "category": "data-databases",
      "topics": [
        "sql",
        "supabase-firebase"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/neondatabase/agent-skills/neon/",
      "weekly_installs": 18317,
      "change_pct": -19
    },
    "neondatabase/agent-skills/neon-postgres": {
      "id": "neondatabase/agent-skills/neon-postgres",
      "name": "neon-postgres",
      "repo": "neondatabase/agent-skills",
      "description": "Guides and best practices for working with Lakebase Postgres on Neon: connections, pooled vs direct, schema migrations, branching, autoscaling, scale-to-zero, instant restore, read replicas, IP allow lists, logical repli",
      "score": 82,
      "grade": "B",
      "category": "data-databases",
      "topics": [
        "sql",
        "supabase-firebase"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/neondatabase/agent-skills/neon-postgres/",
      "weekly_installs": 18319,
      "change_pct": -20
    },
    "nextlevelbuilder/ui-ux-pro-max-skill/design": {
      "id": "nextlevelbuilder/ui-ux-pro-max-skill/design",
      "name": "design",
      "repo": "nextlevelbuilder/ui-ux-pro-max-skill",
      "description": "Comprehensive design skill: brand identity, design tokens, UI styling, logo generation (55 styles, Gemini, Atlas Cloud, or MuAPI AI), corporate identity program (50 deliverables, CIP mockups), HTML presentations (Chart.j",
      "score": 73,
      "grade": "C",
      "category": "frontend-design",
      "topics": [
        "logo-generation",
        "icons-illustrations",
        "design-systems"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/nextlevelbuilder/ui-ux-pro-max-skill/design/"
    },
    "nextlevelbuilder/ui-ux-pro-max-skill/design-system": {
      "id": "nextlevelbuilder/ui-ux-pro-max-skill/design-system",
      "name": "design-system",
      "repo": "nextlevelbuilder/ui-ux-pro-max-skill",
      "description": "Token architecture, component specifications, and slide generation. Three-layer tokens (primitive→semantic→component), CSS variables, spacing/typography scales, component specs, strategic slide creation. Use for design t",
      "score": 83,
      "grade": "B",
      "category": "frontend-design",
      "topics": [
        "design-systems"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/nextlevelbuilder/ui-ux-pro-max-skill/design-system/"
    },
    "nextlevelbuilder/ui-ux-pro-max-skill/ui-ux-pro-max": {
      "id": "nextlevelbuilder/ui-ux-pro-max-skill/ui-ux-pro-max",
      "name": "ui-ux-pro-max",
      "repo": "nextlevelbuilder/ui-ux-pro-max-skill",
      "description": "UI/UX design intelligence for web, mobile, and desktop. This skill should be used when designing, building, reviewing, or fixing interfaces, including pages, components, design systems, accessibility, interaction, respon",
      "score": 83,
      "grade": "B",
      "category": "frontend-design",
      "topics": [
        "ui-ux-design"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/nextlevelbuilder/ui-ux-pro-max-skill/ui-ux-pro-max/",
      "weekly_installs": 14025,
      "change_pct": 17
    },
    "nvidia/skills/digital-health-clinical-asr-build": {
      "id": "nvidia/skills/digital-health-clinical-asr-build",
      "name": "digital-health-clinical-asr-build",
      "repo": "NVIDIA/skills",
      "description": "Stage 2 of the Clinical ASR Flywheel. Use when curating clinical terms, tagging IPA, and synthesizing a NeMo manifest. NOT for scoring (use /digital-health-clinical-asr-eval).",
      "score": 87,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "speech-to-text",
        "health-medical"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/nvidia/skills/digital-health-clinical-asr-build/"
    },
    "nvidia/skills/digital-health-clinical-asr-finetune": {
      "id": "nvidia/skills/digital-health-clinical-asr-finetune",
      "name": "digital-health-clinical-asr-finetune",
      "repo": "NVIDIA/skills",
      "description": "Stage 4 of the Clinical ASR Flywheel. Use when priority KER is above 0.3 to run stock NeMo SFT on Parakeet TDT v2 and offline cycle N+1 re-eval. NOT for generic word boosting (use /finetune-asr).",
      "score": 87,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "fine-tuning",
        "speech-to-text",
        "health-medical"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/nvidia/skills/digital-health-clinical-asr-finetune/"
    },
    "nvidia/skills/digital-health-clinical-asr-setup": {
      "id": "nvidia/skills/digital-health-clinical-asr-setup",
      "name": "digital-health-clinical-asr-setup",
      "repo": "NVIDIA/skills",
      "description": "Stage 1 of Clinical ASR Flywheel. Use when bootstrapping a cycle: NVCF+MW disclosure, NVIDIA_API_KEY check, deps install, TTS+ASR smoke test.",
      "score": 81,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "speech-to-text",
        "health-medical"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/nvidia/skills/#digital-health-clinical-asr-setup"
    },
    "nvidia/skills/nemotron-voice-agent-builder": {
      "id": "nvidia/skills/nemotron-voice-agent-builder",
      "name": "nemotron-voice-agent-builder",
      "repo": "NVIDIA/skills",
      "description": "Create, refine, or fix NVIDIA voice agents (Cascaded or Omni) with Pipecat or LiveKit. Use when building, scaffolding, or iterating on a real-time voice-agent pipeline, including speech (ASR/TTS) customization and cloud ",
      "score": 82,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "ai-agent-builders",
        "voice-agents"
      ],
      "license": "CC-BY-4.0 AND Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/nvidia/skills/#nemotron-voice-agent-builder"
    },
    "nvidia/skills/omniverse-cad-to-simready": {
      "id": "nvidia/skills/omniverse-cad-to-simready",
      "name": "omniverse-cad-to-simready",
      "repo": "NVIDIA/skills",
      "description": "Coordinate the end-to-end CAD/source-asset to SimReady workflow. Use for broad requests such as CAD to SimReady, source asset to simulation-ready USD, or prop packaging that require conversion, material/physics assignmen",
      "score": 85,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "3d-generation"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/nvidia/skills/#omniverse-cad-to-simready"
    },
    "nvidia/skills/paidf-curation-and-retrieval": {
      "id": "nvidia/skills/paidf-curation-and-retrieval",
      "name": "paidf-curation-and-retrieval",
      "repo": "NVIDIA/skills",
      "description": "Use when operating PAIDF Curation and Retrieval or NVIDIA Cosmos Curator pipelines (split, filter, caption, embed, dedup, shard, image annotate) or PAIDF Data Mining nearest-neighbor matching on Curator embeddings. Activ",
      "score": 85,
      "grade": "B",
      "category": "data-databases",
      "topics": [
        "vector-databases",
        "rag-retrieval"
      ],
      "license": "CC-BY-4.0 AND Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/nvidia/skills/#paidf-curation-and-retrieval"
    },
    "nvidia/skills/physical-ai-neural-reconstruction": {
      "id": "nvidia/skills/physical-ai-neural-reconstruction",
      "name": "physical-ai-neural-reconstruction",
      "repo": "NVIDIA/skills",
      "description": "Router for NVIDIA NuRec/NRE: USDZ rendering, NCore conversion, 3DGS, gRPC sensor sim, carline adaptation, PhysicalAI HF datasets. Do NOT use for SimReady or infra setup.",
      "score": 87,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "3d-generation"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/nvidia/skills/physical-ai-neural-reconstruction/"
    },
    "nvidia/skills/portfolio-optimization": {
      "id": "nvidia/skills/portfolio-optimization",
      "name": "portfolio-optimization",
      "repo": "NVIDIA/skills",
      "description": "Use when a user asks to build, optimize, backtest, rebalance, or analyze a stock portfolio with Mean-CVaR, Mean-Variance/SOCP variance caps, efficient frontiers, scenario generation, or NVIDIA cuOpt.",
      "score": 81,
      "grade": "B",
      "category": "business-finance",
      "topics": [
        "finance",
        "personal-finance"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/nvidia/skills/#portfolio-optimization"
    },
    "nvidia/skills/skill-card-generator": {
      "id": "nvidia/skills/skill-card-generator",
      "name": "skill-card-generator",
      "repo": "NVIDIA/skills",
      "description": "Use only to generate or update a governance skill card for a specified existing agent skill directory. Do not use for explaining, listing, comparing, or discussing skill capabilities.",
      "score": 89,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "skill-authoring"
      ],
      "license": "CC-BY-4.0 AND Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/nvidia/skills/skill-card-generator/"
    },
    "nvidia/skills/tao-finetune-anomalygennext": {
      "id": "nvidia/skills/tao-finetune-anomalygennext",
      "name": "tao-finetune-anomalygennext",
      "repo": "NVIDIA/skills",
      "description": "Validate a user AnomalyGenNext dataset and recipe, freeze its validation set, and prepare a canonical texture fine-tuning recipe. Use when AnomalyGenNext task weights do not yet exist. Do not use for ordinary defect gene",
      "score": 91,
      "grade": "A",
      "category": "ai-agents-llm",
      "topics": [
        "fine-tuning"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/nvidia/skills/tao-finetune-anomalygennext/"
    },
    "nvidia/skills/tao-finetune-clip": {
      "id": "nvidia/skills/tao-finetune-clip",
      "name": "tao-finetune-clip",
      "repo": "NVIDIA/skills",
      "description": "CLIP vision-language model for image-text retrieval, zero-shot classification, embedding extraction, ONNX export, and TensorRT deployment. Use when fine-tuning or training CLIP, running zero-shot classification, computin",
      "score": 89,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "fine-tuning",
        "inference-serving"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/nvidia/skills/tao-finetune-clip/"
    },
    "nvidia/skills/tao-finetune-video-clip": {
      "id": "nvidia/skills/tao-finetune-video-clip",
      "name": "tao-finetune-video-clip",
      "repo": "NVIDIA/skills",
      "description": "InternVideo2-CLIP L14 (TAO video_clip) for video-text retrieval, zero-shot classification, embedding extraction, LoRA fine-tuning, ONNX export, and TensorRT deployment. Use when the user asks to \"fine-tune IV2CLIP\", \"run",
      "score": 88,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "fine-tuning",
        "inference-serving"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/nvidia/skills/tao-finetune-video-clip/"
    },
    "nvidia/skills/tao-generate-image-embeddings": {
      "id": "nvidia/skills/tao-generate-image-embeddings",
      "name": "tao-generate-image-embeddings",
      "repo": "NVIDIA/skills",
      "description": "Run TAO Data Services image embedding to turn a parquet of image filepaths into an embedding parquet using CLIP, SigLIP, or a TAO checkpoint. Use when a workflow needs embeddings before nearest-neighbor or unique-neighbo",
      "score": 90,
      "grade": "A",
      "category": "ai-agents-llm",
      "topics": [
        "vector-databases"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/nvidia/skills/tao-generate-image-embeddings/"
    },
    "nvidia/skills/tao-mine-nearest-neighbors": {
      "id": "nvidia/skills/tao-mine-nearest-neighbors",
      "name": "tao-mine-nearest-neighbors",
      "repo": "NVIDIA/skills",
      "description": "Run TAO Data Services TMM nearest-neighbor mining from embedding parquet files. Use when a workflow needs to mine source samples closest to target samples.",
      "score": 87,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "vector-databases"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/nvidia/skills/#tao-mine-nearest-neighbors"
    },
    "nvidia/skills/tao-run-automl": {
      "id": "nvidia/skills/tao-run-automl",
      "name": "tao-run-automl",
      "repo": "NVIDIA/skills",
      "description": "Run container-backed AutoML / hyperparameter optimization (HPO) for NVIDIA TAO networks using AutoMLRunner. Handles algorithm selection (bayesian, hyperband, asha, bohb, llm, hybrid, autoresearch), WandB experiment track",
      "score": 90,
      "grade": "A",
      "category": "ai-agents-llm",
      "topics": [
        "fine-tuning",
        "machine-learning"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/nvidia/skills/tao-run-automl/"
    },
    "nvidia/skills/tao-run-deft-aoi-cosmos3": {
      "id": "nvidia/skills/tao-run-deft-aoi-cosmos3",
      "name": "tao-run-deft-aoi-cosmos3",
      "repo": "NVIDIA/skills",
      "description": "Run the disk-backed DEFT AOI improvement loop for NVIDIA Cosmos Reason 3 / Cosmos3 models, using Nano by default and Edge or Super when explicitly requested: evaluate the base model on Proxy and frozen Benchmark splits, ",
      "score": 92,
      "grade": "A",
      "category": "ai-agents-llm",
      "topics": [
        "fine-tuning"
      ],
      "license": "Apache-2.0 AND CC-BY-4.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/nvidia/skills/tao-run-deft-aoi-cosmos3/"
    },
    "nvidia/skills/vss-ask-video": {
      "id": "nvidia/skills/vss-ask-video",
      "name": "vss-ask-video",
      "repo": "NVIDIA/skills",
      "description": "Use this skill to ask the VSS agent's video_understanding tool a fresh visual question about a recorded clip. Not for prior tool output, search hits, or metadata-answerable questions.",
      "score": 82,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "video-understanding"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/nvidia/skills/#vss-ask-video"
    },
    "nvidia/skills/vss-deploy-detection-tracking-2d": {
      "id": "nvidia/skills/vss-deploy-detection-tracking-2d",
      "name": "vss-deploy-detection-tracking-2d",
      "repo": "NVIDIA/skills",
      "description": "Use this skill when the user wants to deploy, run, debug, tear down, or call the REST API of the RTVI-CV 2D detection / tracking microservice. Trigger when the user says things like 'deploy rtvi-cv', 'start warehouse 2d'",
      "score": 90,
      "grade": "A",
      "category": "devops-cloud",
      "topics": [
        "deployment-hosting"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/nvidia/skills/vss-deploy-detection-tracking-2d/"
    },
    "nvidia/skills/vss-search-archive": {
      "id": "nvidia/skills/vss-search-archive",
      "name": "vss-search-archive",
      "repo": "NVIDIA/skills",
      "description": "Use this skill to run top-level VSS fusion search on archived video, or to ingest video files / RTSP streams for search. Do NOT use for ad-hoc visual Q&A (use vss-ask-video), live captioning (use vss-deploy-dense-caption",
      "score": 85,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "video-understanding"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/nvidia/skills/#vss-search-archive"
    },
    "nvidia/skills/vss-summarize-video": {
      "id": "nvidia/skills/vss-summarize-video",
      "name": "vss-summarize-video",
      "repo": "NVIDIA/skills",
      "description": "Use to summarize a recorded video via the LVS summarization microservice (HITL-gated) with a VLM fallback. Not for report generation or live RTSP captioning.",
      "score": 85,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "summarizer",
        "agent-observability",
        "video-understanding"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/nvidia/skills/#vss-summarize-video"
    },
    "obra/superpowers/brainstorming": {
      "id": "obra/superpowers/brainstorming",
      "name": "brainstorming",
      "repo": "obra/superpowers",
      "description": "You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or planning anything new, in software or out of it (a talk, a business, a renovation).",
      "score": 78,
      "grade": "C",
      "category": "ai-agents-llm",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/obra/superpowers/brainstorming/",
      "weekly_installs": 8117,
      "change_pct": -9
    },
    "obra/superpowers/dispatching-parallel-agents": {
      "id": "obra/superpowers/dispatching-parallel-agents",
      "name": "dispatching-parallel-agents",
      "repo": "obra/superpowers",
      "description": "Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies",
      "score": 82,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "subagents"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/obra/superpowers/dispatching-parallel-agents/",
      "weekly_installs": 5258,
      "change_pct": -8
    },
    "obra/superpowers/executing-plans": {
      "id": "obra/superpowers/executing-plans",
      "name": "executing-plans",
      "repo": "obra/superpowers",
      "description": "Use when executing an implementation plan in the current session as the implementer yourself — your human partner chose inline execution, or no subagent tool is available",
      "score": 83,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "subagents"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/obra/superpowers/executing-plans/",
      "weekly_installs": 6016,
      "change_pct": -10
    },
    "obra/superpowers/finishing-a-development-branch": {
      "id": "obra/superpowers/finishing-a-development-branch",
      "name": "finishing-a-development-branch",
      "repo": "obra/superpowers",
      "description": "Use when implementation is complete, all tests pass, and you need to decide how to integrate the work",
      "score": 82,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "git-version-control"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/obra/superpowers/finishing-a-development-branch/",
      "weekly_installs": 5296,
      "change_pct": -7
    },
    "obra/superpowers/receiving-code-review": {
      "id": "obra/superpowers/receiving-code-review",
      "name": "receiving-code-review",
      "repo": "obra/superpowers",
      "description": "Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind ",
      "score": 84,
      "grade": "B",
      "category": "code-review-quality",
      "topics": [
        "code-review"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/obra/superpowers/receiving-code-review/",
      "weekly_installs": 5544,
      "change_pct": -6
    },
    "obra/superpowers/requesting-code-review": {
      "id": "obra/superpowers/requesting-code-review",
      "name": "requesting-code-review",
      "repo": "obra/superpowers",
      "description": "Use when completing tasks, implementing major features, or before merging to verify work meets requirements",
      "score": 79,
      "grade": "C",
      "category": "code-review-quality",
      "topics": [
        "code-review"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/obra/superpowers/requesting-code-review/",
      "weekly_installs": 5994,
      "change_pct": -7
    },
    "obra/superpowers/subagent-driven-development": {
      "id": "obra/superpowers/subagent-driven-development",
      "name": "subagent-driven-development",
      "repo": "obra/superpowers",
      "description": "Use when executing implementation plans with independent tasks in the current session",
      "score": 68,
      "grade": "D",
      "category": "ai-agents-llm",
      "topics": [
        "subagents"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/obra/superpowers/subagent-driven-development/",
      "weekly_installs": 5982,
      "change_pct": -10
    },
    "obra/superpowers/systematic-debugging": {
      "id": "obra/superpowers/systematic-debugging",
      "name": "systematic-debugging",
      "repo": "obra/superpowers",
      "description": "Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes",
      "score": 80,
      "grade": "B",
      "category": "testing-qa",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/obra/superpowers/systematic-debugging/",
      "weekly_installs": 8558,
      "change_pct": -8
    },
    "obra/superpowers/test-driven-development": {
      "id": "obra/superpowers/test-driven-development",
      "name": "test-driven-development",
      "repo": "obra/superpowers",
      "description": "Use when implementing any feature or bugfix, before writing implementation code",
      "score": 80,
      "grade": "B",
      "category": "testing-qa",
      "topics": [
        "test-automation",
        "unit-testing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/obra/superpowers/test-driven-development/",
      "weekly_installs": 6482,
      "change_pct": -4
    },
    "obra/superpowers/using-git-worktrees": {
      "id": "obra/superpowers/using-git-worktrees",
      "name": "using-git-worktrees",
      "repo": "obra/superpowers",
      "description": "Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace exists via native tools or git worktree fallback",
      "score": 84,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "git-version-control"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/obra/superpowers/using-git-worktrees/",
      "weekly_installs": 5316,
      "change_pct": -7
    },
    "obra/superpowers/using-superpowers": {
      "id": "obra/superpowers/using-superpowers",
      "name": "using-superpowers",
      "repo": "obra/superpowers",
      "description": "Use when starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY response including clarifying questions",
      "score": 84,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "claude-code-config"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/obra/superpowers/using-superpowers/",
      "weekly_installs": 5396,
      "change_pct": -2
    },
    "obra/superpowers/verification-before-completion": {
      "id": "obra/superpowers/verification-before-completion",
      "name": "verification-before-completion",
      "repo": "obra/superpowers",
      "description": "Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions a",
      "score": 84,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/obra/superpowers/verification-before-completion/",
      "weekly_installs": 7960,
      "change_pct": -7
    },
    "obra/superpowers/writing-plans": {
      "id": "obra/superpowers/writing-plans",
      "name": "writing-plans",
      "repo": "obra/superpowers",
      "description": "Use when you have a spec or requirements for a multi-step task, before touching code",
      "score": 80,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/obra/superpowers/writing-plans/",
      "weekly_installs": 6521,
      "change_pct": -7
    },
    "obra/superpowers/writing-skills": {
      "id": "obra/superpowers/writing-skills",
      "name": "writing-skills",
      "repo": "obra/superpowers",
      "description": "Use when creating new skills, editing existing skills, or verifying skills work before deployment",
      "score": 69,
      "grade": "D",
      "category": "ai-agents-llm",
      "topics": [
        "skill-authoring"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/obra/superpowers/writing-skills/",
      "weekly_installs": 5560,
      "change_pct": -9
    },
    "openai/skills/figma-code-connect-components": {
      "id": "openai/skills/figma-code-connect-components",
      "name": "figma-code-connect-components",
      "repo": "openai/skills",
      "description": "Connects Figma design components to code components using Code Connect mapping tools. Use when user says \"code connect\", \"connect this component to code\", \"map this component\", \"link component to code\", \"create code conn",
      "score": 82,
      "grade": "B",
      "category": "frontend-design",
      "topics": [
        "figma"
      ],
      "license": "See LICENSE file",
      "cost_lane": "restricted",
      "listing": "https://suedeai.directory/openai/skills/#figma-code-connect-components"
    },
    "openai/skills/jupyter-notebook": {
      "id": "openai/skills/jupyter-notebook",
      "name": "jupyter-notebook",
      "repo": "openai/skills",
      "description": "Use when the user asks to create, scaffold, or edit Jupyter notebooks (`.ipynb`) for experiments, explorations, or tutorials; prefer the bundled templates and run the helper script `new_notebook.py` to generate a clean s",
      "score": 76,
      "grade": "C",
      "category": "developer-tools",
      "topics": [
        "notebooks"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/openai/skills/#jupyter-notebook"
    },
    "orchestra-research/ai-research-skills/nanogpt": {
      "id": "orchestra-research/ai-research-skills/nanogpt",
      "name": "nanogpt",
      "repo": "Orchestra-Research/AI-Research-SKILLs",
      "description": "Educational GPT implementation in ~300 lines. Reproduces GPT-2 (124M) on OpenWebText. Clean, hackable code for learning transformers. By Andrej Karpathy. Perfect for understanding GPT architecture from scratch. Train on ",
      "score": 69,
      "grade": "D",
      "category": "ai-agents-llm",
      "topics": [
        "fine-tuning",
        "tutoring-courses"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/orchestra-research/ai-research-skills/#nanogpt"
    },
    "orkas-ai/orkas-videostudio/stage-consistency": {
      "id": "orkas-ai/orkas-videostudio/stage-consistency",
      "name": "stage-consistency",
      "repo": "Orkas-AI/Orkas-VideoStudio",
      "description": "Multi-shot narrative & character consistency — a character bible with a locked front-portrait anchor, view-matched reference selection, recent-frame carry-forward, Cameo (a user photo as the lead), and global planning fo",
      "score": 80,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "characters-avatars"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/orkas-ai/orkas-videostudio/stage-consistency/"
    },
    "orkas-ai/orkas-videostudio/video-router": {
      "id": "orkas-ai/orkas-videostudio/video-router",
      "name": "video-router",
      "repo": "Orkas-AI/Orkas-VideoStudio",
      "description": "Read this FIRST on any video-production request to pick and lock the line — generate (AI footage), compose (designed HTML), edit (cut real footage), or AUTO end-to-end. Trigger when classifying a brief and committing to ",
      "score": 83,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "video-generation",
        "video-editing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/orkas-ai/orkas-videostudio/video-router/"
    },
    "pbakaus/impeccable/impeccable": {
      "id": "pbakaus/impeccable/impeccable",
      "name": "impeccable",
      "repo": "pbakaus/impeccable",
      "description": "Use when the user wants to design, redesign, shape, critique, audit, polish, simplify, harden, animate, or otherwise improve a frontend interface: websites, landing pages, dashboards, product UI, components, forms, setti",
      "score": 86,
      "grade": "B",
      "category": "frontend-design",
      "topics": [
        "ui-ux-design",
        "color-typography"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/pbakaus/impeccable/impeccable/",
      "weekly_installs": 18109,
      "change_pct": 1
    },
    "phuryn/pm-skills/draft-nda": {
      "id": "phuryn/pm-skills/draft-nda",
      "name": "draft-nda",
      "repo": "phuryn/pm-skills",
      "description": "Draft a detailed Non-Disclosure Agreement between two parties covering information types, jurisdiction, and clauses needing legal review. Use when creating confidentiality agreements or preparing an NDA for a partnership",
      "score": 81,
      "grade": "B",
      "category": "business-finance",
      "topics": [
        "legal"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/phuryn/pm-skills/#draft-nda"
    },
    "phuryn/pm-skills/privacy-policy": {
      "id": "phuryn/pm-skills/privacy-policy",
      "name": "privacy-policy",
      "repo": "phuryn/pm-skills",
      "description": "Draft a detailed privacy policy covering data types, jurisdiction, GDPR and compliance considerations, and clauses needing legal review. Use when creating a privacy policy, updating data protection documentation, or prep",
      "score": 81,
      "grade": "B",
      "category": "business-finance",
      "topics": [
        "legal"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/phuryn/pm-skills/#privacy-policy"
    },
    "phuryn/pm-skills/review-resume": {
      "id": "phuryn/pm-skills/review-resume",
      "name": "review-resume",
      "repo": "phuryn/pm-skills",
      "description": "Comprehensive PM resume review and tailoring against 10 best practices including XYZ+S formula, keyword optimization, job-specific tailoring, and structure. Use when reviewing a PM resume, preparing for job applications,",
      "score": 81,
      "grade": "B",
      "category": "business-finance",
      "topics": [
        "hr-recruiting",
        "resume-builder"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/phuryn/pm-skills/review-resume/"
    },
    "phuryn/pm-skills/summarize-meeting": {
      "id": "phuryn/pm-skills/summarize-meeting",
      "name": "summarize-meeting",
      "repo": "phuryn/pm-skills",
      "description": "Summarize a meeting transcript into structured notes with date, participants, topic, key decisions, summary points, and action items. Use when processing meeting recordings, creating meeting notes, writing meeting minute",
      "score": 78,
      "grade": "C",
      "category": "productivity-knowledge",
      "topics": [
        "note-taking",
        "meeting-assistant",
        "task-management",
        "summarizer",
        "agent-observability"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/phuryn/pm-skills/#summarize-meeting"
    },
    "product-on-purpose/pm-skills/foundation-lean-canvas": {
      "id": "product-on-purpose/pm-skills/foundation-lean-canvas",
      "name": "foundation-lean-canvas",
      "repo": "product-on-purpose/pm-skills",
      "description": "Produces a one-page lean canvas across nine interlocking blocks (problem, customer, UVP, solution, channels, revenue, cost, metrics, unfair advantage) with optional inline HTML and SVG visual rendering. Use when framing ",
      "score": 83,
      "grade": "B",
      "category": "product-management",
      "topics": [
        "startup-tools"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/product-on-purpose/pm-skills/foundation-lean-canvas/"
    },
    "pspdfkit-labs/nutrient-agent-skill/nutrient-document-processing": {
      "id": "pspdfkit-labs/nutrient-agent-skill/nutrient-document-processing",
      "name": "nutrient-document-processing",
      "repo": "PSPDFKit-labs/nutrient-agent-skill",
      "description": "Process documents with Nutrient DWS Processor. Use for PDF generation and conversion, packet assembly, OCR, Processor JSON-content extraction, staged redaction, watermarking, signing, password protection, optimization, P",
      "score": 82,
      "grade": "B",
      "category": "documents-office",
      "topics": [
        "documents",
        "pdf"
      ],
      "license": "MIT-0",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/pspdfkit-labs/nutrient-agent-skill/nutrient-document-processing/"
    },
    "renezander030/capcut-cli/capcut-edit": {
      "id": "renezander030/capcut-cli/capcut-edit",
      "name": "capcut-edit",
      "repo": "renezander030/capcut-cli",
      "description": "Edit CapCut / JianYing video projects — read and write subtitles, timing, speed, volume, templates, animations (fade/ken-burns), and cut long-form to shorts. Use when the user mentions capcut, jianying, subtitles, video ",
      "score": 85,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "video-editing",
        "subtitles-captions",
        "short-form-clips"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/renezander030/capcut-cli/capcut-edit/"
    },
    "resend/resend-skills/agent-email-inbox": {
      "id": "resend/resend-skills/agent-email-inbox",
      "name": "agent-email-inbox",
      "repo": "resend/resend-skills",
      "description": "Use when building any system where email content triggers actions — AI agent inboxes, automated support handlers, email-to-task pipelines, or any workflow processing untrusted inbound email. Always use this skill when th",
      "score": 86,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "email",
        "email-sending"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/resend/resend-skills/agent-email-inbox/"
    },
    "resend/resend-skills/resend": {
      "id": "resend/resend-skills/resend",
      "name": "resend",
      "repo": "resend/resend-skills",
      "description": "Use when working with the Resend email API — sending transactional emails (single or batch), receiving inbound emails via webhooks, managing email templates, tracking delivery events, managing domains, contacts, broadcas",
      "score": 84,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "email",
        "email-sending"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/resend/resend-skills/resend/"
    },
    "sanity-io/agent-toolkit/sanity-migration": {
      "id": "sanity-io/agent-toolkit/sanity-migration",
      "name": "sanity-migration",
      "repo": "sanity-io/agent-toolkit",
      "description": "Plans, implements, and reviews migrations from other CMSes and content systems into Sanity. Use when migrating or replatforming to Sanity from AEM, Adobe Experience Manager, Contentful, Strapi, Webflow, WordPress, Payloa",
      "score": 81,
      "grade": "B",
      "category": "frontend-design",
      "topics": [
        "cms"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/sanity-io/agent-toolkit/sanity-migration/"
    },
    "sanity-io/agent-toolkit/sanity-singletons": {
      "id": "sanity-io/agent-toolkit/sanity-singletons",
      "name": "sanity-singletons",
      "repo": "sanity-io/agent-toolkit",
      "description": "Configure singleton documents in a Sanity Studio using the document.singletons registry. Use when a developer wants a fixed-id document (settings, navigation, footer) edited in place, hidden from the default content list",
      "score": 81,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "cms"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/sanity-io/agent-toolkit/#sanity-singletons"
    },
    "sanjay3290/ai-skills/google-sheets": {
      "id": "sanjay3290/ai-skills/google-sheets",
      "name": "google-sheets",
      "repo": "sanjay3290/ai-skills",
      "description": "Read and write Google Sheets spreadsheets - get content, update cells, append rows, fetch specific ranges, search for spreadsheets, and view metadata. Use when user asks to: read a spreadsheet, update cells, add data to ",
      "score": 80,
      "grade": "B",
      "category": "documents-office",
      "topics": [
        "spreadsheets"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/sanjay3290/ai-skills/google-sheets/"
    },
    "sanjay3290/ai-skills/google-tts": {
      "id": "sanjay3290/ai-skills/google-tts",
      "name": "google-tts",
      "repo": "sanjay3290/ai-skills",
      "description": "Convert documents and text to audio using Google Cloud Text-to-Speech. Use this skill when the user wants to: narrate a document, read aloud text, generate audio from a file, convert text to speech, create a recording of",
      "score": 83,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "text-to-speech"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/sanjay3290/ai-skills/#google-tts"
    },
    "sanjay3290/ai-skills/grok-build": {
      "id": "sanjay3290/ai-skills/grok-build",
      "name": "grok-build",
      "repo": "sanjay3290/ai-skills",
      "description": "Orchestrate coding work by delegating well-specified implementation tasks to xAI's Grok Build CLI (grok) running headlessly, while the coding assistant plans, writes the task specs, reviews every diff, and owns the resul",
      "score": 87,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "code-assistant",
        "subagents",
        "coding-agents"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/sanjay3290/ai-skills/grok-build/"
    },
    "sanjay3290/ai-skills/outline": {
      "id": "sanjay3290/ai-skills/outline",
      "name": "outline",
      "repo": "sanjay3290/ai-skills",
      "description": "Search, read, and manage Outline wiki documents. Use when: (1) searching wiki for documentation, (2) reading wiki pages or articles, (3) listing wiki collections or documents, (4) creating or updating wiki content, (5) e",
      "score": 83,
      "grade": "B",
      "category": "productivity-knowledge",
      "topics": [
        "note-taking"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/sanjay3290/ai-skills/#outline"
    },
    "sergebulaev/linkedin-skills/linkedin-content-planner": {
      "id": "sergebulaev/linkedin-skills/linkedin-content-planner",
      "name": "linkedin-content-planner",
      "repo": "sergebulaev/linkedin-skills",
      "description": "Generate a 7-day LinkedIn content plan from a theme, audience, and pillars. Produces per-day post pillar, format, hook type, CTA, posting time, daily comment targets, and a weekly inbound-readiness check. Use when the us",
      "score": 87,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "social-media",
        "content-marketing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/sergebulaev/linkedin-skills/linkedin-content-planner/"
    },
    "sergebulaev/linkedin-skills/linkedin-employee-advocacy": {
      "id": "sergebulaev/linkedin-skills/linkedin-employee-advocacy",
      "name": "linkedin-employee-advocacy",
      "repo": "sergebulaev/linkedin-skills",
      "description": "Stand up and run a LinkedIn employee advocacy program for a marketing or sales team. Covers 14-day launch playbook, brand-guideline governance, per-post time budget, cadence benchmarks, and team ROI (reach, engagement, p",
      "score": 94,
      "grade": "A",
      "category": "marketing-seo",
      "topics": [
        "social-media"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/sergebulaev/linkedin-skills/linkedin-employee-advocacy/"
    },
    "sergebulaev/linkedin-skills/linkedin-humanizer": {
      "id": "sergebulaev/linkedin-skills/linkedin-humanizer",
      "name": "linkedin-humanizer",
      "repo": "sergebulaev/linkedin-skills",
      "description": "Remove AI tells from LinkedIn posts/comments: 2026 vocabulary density, reveal bridges, staccato fragments, stacked triads, performed sincerity. Tiered rewriter plus `--mode audit` LinkedIn post auditor and `--mode profil",
      "score": 85,
      "grade": "B",
      "category": "writing-content",
      "topics": [
        "social-media",
        "ai-humanizer"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/sergebulaev/linkedin-skills/#linkedin-humanizer"
    },
    "sergebulaev/linkedin-skills/linkedin-post-writer": {
      "id": "sergebulaev/linkedin-skills/linkedin-post-writer",
      "name": "linkedin-post-writer",
      "repo": "sergebulaev/linkedin-skills",
      "description": "Draft a new LinkedIn post from scratch using one of 20 2026 hook formulas (anaphora, R.I.P., time-anchor, curiosity-gap, contrarian, controlled A/B, false-binary, and more) plus a founders-edition angle library, picked b",
      "score": 91,
      "grade": "A",
      "category": "marketing-seo",
      "topics": [
        "social-media"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/sergebulaev/linkedin-skills/linkedin-post-writer/"
    },
    "sergebulaev/linkedin-skills/linkedin-profile-optimizer": {
      "id": "sergebulaev/linkedin-skills/linkedin-profile-optimizer",
      "name": "linkedin-profile-optimizer",
      "repo": "sergebulaev/linkedin-skills",
      "description": "Audit and rewrite a LinkedIn profile end-to-end for 2026: headline, About 7-step, Featured, banner, photo, Experience metrics, Skills, custom URL, recommendations. Triggers on \"review my profile\", \"rewrite my headline\", ",
      "score": 94,
      "grade": "A",
      "category": "marketing-seo",
      "topics": [
        "social-media",
        "career-coaching"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/sergebulaev/linkedin-skills/linkedin-profile-optimizer/"
    },
    "sergebulaev/linkedin-skills/linkedin-repurposer": {
      "id": "sergebulaev/linkedin-skills/linkedin-repurposer",
      "name": "linkedin-repurposer",
      "repo": "sergebulaev/linkedin-skills",
      "description": "Repurpose existing content into a native LinkedIn post. Take a tweet, thread, YouTube video, blog, or newsletter and rebuild it for LinkedIn: re-hook before the fold, expand to the 900 to 1300 char sweet spot, add whites",
      "score": 88,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "social-media",
        "youtube",
        "newsletters"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/sergebulaev/linkedin-skills/linkedin-repurposer/"
    },
    "shepsci/kaggle-skill/kaggle": {
      "id": "shepsci/kaggle-skill/kaggle",
      "name": "kaggle",
      "repo": "shepsci/kaggle-skill",
      "description": "Unified Kaggle skill. Use when the user explicitly mentions Kaggle, kaggle.com, a Kaggle URL, Kaggle competitions, Kaggle datasets/models/notebooks, Kaggle forums/discussions/writeups, Kaggle benchmarks, hackathons hoste",
      "score": 90,
      "grade": "A",
      "category": "data-databases",
      "topics": [
        "data-analysis",
        "machine-learning",
        "notebooks"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/shepsci/kaggle-skill/kaggle/"
    },
    "smixs/creative-director-skill/creative-director": {
      "id": "smixs/creative-director-skill/creative-director",
      "name": "creative-director",
      "repo": "smixs/creative-director-skill",
      "description": "AI creative director with recursive self-assessment. Generates concepts using world-class methodologies (SIT, TRIZ, Lateral Thinking, bisociation), scores against 6 weighted criteria with Cannes/D&AD/HumanKind calibratio",
      "score": 81,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "graphic-design"
      ],
      "license": "CC-BY-4.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/smixs/creative-director-skill/creative-director/"
    },
    "stripe/ai/stripe-apps": {
      "id": "stripe/ai/stripe-apps",
      "name": "stripe-apps",
      "repo": "stripe/ai",
      "description": "Build, modify, or review Stripe Apps and extensions using the relevant documentation and reference guides. Use for custom Stripe Dashboard UI, stripe-app.yaml, @stripe/ui-extension-sdk, @stripe/extensibility-sdk, script ",
      "score": 81,
      "grade": "B",
      "category": "frontend-design",
      "topics": [
        "e-commerce",
        "payments-stripe"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/stripe/ai/#stripe-apps"
    },
    "stripe/ai/stripe-best-practices": {
      "id": "stripe/ai/stripe-best-practices",
      "name": "stripe-best-practices",
      "repo": "stripe/ai",
      "description": "Guides Stripe integration decisions across development and test environment planning (separate sandboxes vs the shared test mode sandbox), API selection (Checkout Sessions vs PaymentIntents), Connect platform setup (Acco",
      "score": 79,
      "grade": "C",
      "category": "business-finance",
      "topics": [
        "e-commerce",
        "payments-stripe"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/stripe/ai/stripe-best-practices/",
      "weekly_installs": 2130,
      "change_pct": -11
    },
    "stripe/ai/stripe-pay": {
      "id": "stripe/ai/stripe-pay",
      "name": "stripe-pay",
      "repo": "stripe/ai",
      "description": "Helps users send funds to another Stripe business, transfer money to a Stripe Profile handle or network ID, or ask whether an agent can pay a Stripe business. Use Stripe Directory to find or verify a recipient when the u",
      "score": 80,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "e-commerce",
        "payments-stripe"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/stripe/ai/#stripe-pay"
    },
    "stripe/ai/stripe-projects": {
      "id": "stripe/ai/stripe-projects",
      "name": "stripe-projects",
      "repo": "stripe/ai",
      "description": "Use when the user wants to provision infrastructure or third-party services using Stripe Projects. Triggers: \"I need a database\", \"set up auth\", \"add caching\", \"give me a Postgres\", \"provision Redis\", \"I need hosting\", \"",
      "score": 79,
      "grade": "C",
      "category": "data-databases",
      "topics": [
        "payments-stripe"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/stripe/ai/#stripe-projects",
      "weekly_installs": 876,
      "change_pct": -11
    },
    "stripe/ai/upgrade-stripe": {
      "id": "stripe/ai/upgrade-stripe",
      "name": "upgrade-stripe",
      "repo": "stripe/ai",
      "description": "Guide for upgrading Stripe API versions, webhook endpoints, server-side SDKs, Stripe.js, and mobile SDKs",
      "score": 68,
      "grade": "D",
      "category": "developer-tools",
      "topics": [
        "e-commerce",
        "payments-stripe",
        "dependency-management"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/stripe/ai/#upgrade-stripe",
      "weekly_installs": 1269,
      "change_pct": 1
    },
    "supabase/agent-skills/supabase": {
      "id": "supabase/agent-skills/supabase",
      "name": "supabase",
      "repo": "supabase/agent-skills",
      "description": "Use when doing ANY task involving Supabase. Triggers: Supabase products (Database, Auth, Edge Functions, Realtime, Storage, Vectors, Cron, Queues); client libraries and SSR integrations (supabase-js, @supabase/ssr) in Ne",
      "score": 81,
      "grade": "B",
      "category": "data-databases",
      "topics": [
        "sql",
        "supabase-firebase"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/supabase/agent-skills/supabase/",
      "weekly_installs": 9462,
      "change_pct": -17
    },
    "supabase/agent-skills/supabase-postgres-best-practices": {
      "id": "supabase/agent-skills/supabase-postgres-best-practices",
      "name": "supabase-postgres-best-practices",
      "repo": "supabase/agent-skills",
      "description": "Postgres best practices maintained by Supabase, for Postgres running anywhere. Load this skill BEFORE writing or changing anything that lives in a Postgres database: creating or altering tables and columns (including cho",
      "score": 67,
      "grade": "D",
      "category": "data-databases",
      "topics": [
        "sql",
        "supabase-firebase"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/supabase/agent-skills/supabase-postgres-best-practices/",
      "weekly_installs": 9359,
      "change_pct": -8
    },
    "tjboudreaux/cc-thinking-skills/thinking-thought-experiment": {
      "id": "tjboudreaux/cc-thinking-skills/thinking-thought-experiment",
      "name": "thinking-thought-experiment",
      "repo": "tjboudreaux/cc-thinking-skills",
      "description": "When a real test is too rare, large, or irreversible, run a controlled counterfactual: isolate one variable, fix conditions, trace the mechanistic chain, and bound what the result implies.",
      "score": 69,
      "grade": "D",
      "category": "productivity-knowledge",
      "topics": [
        "experiments-playgrounds"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/tjboudreaux/cc-thinking-skills/#thinking-thought-experiment"
    },
    "trailofbits/skills/audit-prep-assistant": {
      "id": "trailofbits/skills/audit-prep-assistant",
      "name": "audit-prep-assistant",
      "repo": "trailofbits/skills",
      "description": "Prepares codebases for security review using Trail of Bits' checklist. Helps set review goals, runs static analysis tools, increases test coverage, removes dead code, ensures accessibility, and generates documentation (f",
      "score": 88,
      "grade": "B",
      "category": "security",
      "topics": [
        "security-auditing",
        "vulnerability-scanning",
        "smart-contract-security"
      ],
      "license": "CC-BY-SA-4.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/trailofbits/skills/audit-prep-assistant/"
    },
    "trailofbits/skills/cargo-fuzz": {
      "id": "trailofbits/skills/cargo-fuzz",
      "name": "cargo-fuzz",
      "repo": "trailofbits/skills",
      "description": "Sets up and runs cargo-fuzz, the standard fuzzing tool for Cargo-based Rust projects. Covers cargo fuzz init, the nightly toolchain requirement, fuzz_target! harnesses, Arbitrary-derived structured inputs, sanitizer opti",
      "score": 84,
      "grade": "B",
      "category": "testing-qa",
      "topics": [
        "rust",
        "test-automation",
        "vulnerability-scanning"
      ],
      "license": "CC-BY-SA-4.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/trailofbits/skills/#cargo-fuzz"
    },
    "trailofbits/skills/chrome-mcp-troubleshooting": {
      "id": "trailofbits/skills/chrome-mcp-troubleshooting",
      "name": "chrome-mcp-troubleshooting",
      "repo": "trailofbits/skills",
      "description": "Diagnose and fix Claude in Chrome MCP extension connectivity issues. Use when mcp__claude-in-chrome__* tools fail, return \"Browser extension is not connected\", or behave erratically.",
      "score": 87,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "mcp-servers",
        "browser-agents"
      ],
      "license": "CC-BY-SA-4.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/trailofbits/skills/chrome-mcp-troubleshooting/"
    },
    "trailofbits/skills/code-improver": {
      "id": "trailofbits/skills/code-improver",
      "name": "code-improver",
      "repo": "trailofbits/skills",
      "description": "Runs an autonomous review-and-fix improvement loop over any code target — a skill, plugin, module, or directory — using a reviewer the user names: any installed skill or agent. Keeps a cross-round findings ledger, escala",
      "score": 89,
      "grade": "B",
      "category": "code-review-quality",
      "topics": [
        "refactoring"
      ],
      "license": "CC-BY-SA-4.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/trailofbits/skills/code-improver/"
    },
    "trailofbits/skills/codeql": {
      "id": "trailofbits/skills/codeql",
      "name": "codeql",
      "repo": "trailofbits/skills",
      "description": "Scans a codebase for security vulnerabilities using CodeQL's interprocedural data flow and taint tracking analysis. Triggers on \"run codeql\", \"codeql scan\", \"build codeql database\", \"SAST scan\", \"taint analysis\", \"datafl",
      "score": 92,
      "grade": "A",
      "category": "security",
      "topics": [
        "security-auditing",
        "vulnerability-scanning"
      ],
      "license": "CC-BY-SA-4.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/trailofbits/skills/codeql/"
    },
    "trailofbits/skills/devcontainer-setup": {
      "id": "trailofbits/skills/devcontainer-setup",
      "name": "devcontainer-setup",
      "repo": "trailofbits/skills",
      "description": "Creates devcontainers with Claude Code, language-specific tooling (Python/Node/Rust/Go), and persistent volumes. Use when adding devcontainer support to a project, setting up isolated development environments, or configu",
      "score": 87,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "docker-containers"
      ],
      "license": "CC-BY-SA-4.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/trailofbits/skills/devcontainer-setup/"
    },
    "trailofbits/skills/diagramming-code": {
      "id": "trailofbits/skills/diagramming-code",
      "name": "diagramming-code",
      "repo": "trailofbits/skills",
      "description": "Generates Mermaid diagrams from Trailmark code graphs. Produces call graphs, class hierarchies, module dependency maps, containment diagrams, complexity heatmaps, and attack surface data flow visualizations. Use when vis",
      "score": 89,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "diagrams-infographics"
      ],
      "license": "CC-BY-SA-4.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/trailofbits/skills/diagramming-code/"
    },
    "trailofbits/skills/entry-point-analyzer": {
      "id": "trailofbits/skills/entry-point-analyzer",
      "name": "entry-point-analyzer",
      "repo": "trailofbits/skills",
      "description": "Analyzes smart contract codebases to identify state-changing entry points for security auditing. Detects externally callable functions that modify state, categorizes them by access level (public, admin, role-restricted, ",
      "score": 87,
      "grade": "B",
      "category": "security",
      "topics": [
        "security-auditing",
        "vulnerability-scanning",
        "smart-contract-security"
      ],
      "license": "CC-BY-SA-4.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/trailofbits/skills/entry-point-analyzer/"
    },
    "trailofbits/skills/firebase-apk-scanner": {
      "id": "trailofbits/skills/firebase-apk-scanner",
      "name": "firebase-apk-scanner",
      "repo": "trailofbits/skills",
      "description": "Scans Android APKs for Firebase security misconfigurations including open databases, storage buckets, authentication issues, and exposed cloud functions. Use when analyzing APK files for Firebase vulnerabilities, perform",
      "score": 89,
      "grade": "B",
      "category": "security",
      "topics": [
        "supabase-firebase",
        "google-cloud",
        "security-auditing",
        "vulnerability-scanning"
      ],
      "license": "CC-BY-SA-4.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/trailofbits/skills/firebase-apk-scanner/"
    },
    "trailofbits/skills/fp-check": {
      "id": "trailofbits/skills/fp-check",
      "name": "fp-check",
      "repo": "trailofbits/skills",
      "description": "Systematically verifies suspected security bugs to eliminate false positives, producing a TRUE POSITIVE or FALSE POSITIVE verdict with documented evidence for each. Use when asked whether a specific finding is real, expl",
      "score": 93,
      "grade": "A",
      "category": "security",
      "topics": [
        "security-auditing",
        "vulnerability-scanning"
      ],
      "license": "CC-BY-SA-4.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/trailofbits/skills/fp-check/"
    },
    "trailofbits/skills/github-triage": {
      "id": "trailofbits/skills/github-triage",
      "name": "github-triage",
      "repo": "trailofbits/skills",
      "description": "Triages a repository's open GitHub issues and pull requests via the gh CLI. Optionally reviews and merges ready PRs — incrementally merging passing automated/bot PRs and maintainer-approved ones, and spawning review suba",
      "score": 86,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "git-version-control",
        "pull-requests"
      ],
      "license": "CC-BY-SA-4.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/trailofbits/skills/#github-triage"
    },
    "trailofbits/skills/goal-prompt": {
      "id": "trailofbits/skills/goal-prompt",
      "name": "goal-prompt",
      "repo": "trailofbits/skills",
      "description": "Drafts copy-paste-ready /goal commands for goal mode in Claude Code and Codex. Use when the user asks to create, write, rewrite, improve, compress, clean up, or prepare a goal prompt, goal condition, /goal command, goal-",
      "score": 88,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "prompt-generators",
        "prompt-engineering",
        "coding-agents"
      ],
      "license": "CC-BY-SA-4.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/trailofbits/skills/goal-prompt/"
    },
    "trailofbits/skills/interpreting-culture-index": {
      "id": "trailofbits/skills/interpreting-culture-index",
      "name": "interpreting-culture-index",
      "repo": "trailofbits/skills",
      "description": "Interprets Culture Index (CI) surveys, behavioral profiles, and personality assessment data. Supports individual profile interpretation, team composition analysis (gas/brake/glue), burnout detection, profile comparison, ",
      "score": 89,
      "grade": "B",
      "category": "business-finance",
      "topics": [
        "hr-recruiting"
      ],
      "license": "CC-BY-SA-4.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/trailofbits/skills/interpreting-culture-index/"
    },
    "trailofbits/skills/let-fate-decide": {
      "id": "trailofbits/skills/let-fate-decide",
      "name": "let-fate-decide",
      "repo": "trailofbits/skills",
      "description": "Draws the 12 Houses of the Zodiac Tarot spread to inject entropy into planning when prompts are vague, ambiguous, or casually delegated. Interprets the spread to guide next steps. Use when the user says 'let fate decide'",
      "score": 94,
      "grade": "A",
      "category": "ai-agents-llm",
      "topics": [
        "fun-tools"
      ],
      "license": "CC-BY-SA-4.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/trailofbits/skills/let-fate-decide/"
    },
    "trailofbits/skills/modern-cpp": {
      "id": "trailofbits/skills/modern-cpp",
      "name": "modern-cpp",
      "repo": "trailofbits/skills",
      "description": "Guides C++ code toward modern idioms (C++20/23/26). Use when writing new C++ code, modernizing legacy patterns, or working on security-critical C++. Replaces raw pointers with smart pointers, SFINAE with concepts, printf",
      "score": 87,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "c-cpp-embedded"
      ],
      "license": "CC-BY-SA-4.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/trailofbits/skills/modern-cpp/"
    },
    "trailofbits/skills/modern-python": {
      "id": "trailofbits/skills/modern-python",
      "name": "modern-python",
      "repo": "trailofbits/skills",
      "description": "Configures Python projects with modern tooling (uv, ruff, ty). Use when creating projects, writing standalone scripts, or migrating from pip/Poetry/mypy/black.",
      "score": 87,
      "grade": "B",
      "category": "developer-tools",
      "topics": [
        "python",
        "code-quality-linting"
      ],
      "license": "CC-BY-SA-4.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/trailofbits/skills/modern-python/"
    },
    "trailofbits/skills/open-sourcing": {
      "id": "trailofbits/skills/open-sourcing",
      "name": "open-sourcing",
      "repo": "trailofbits/skills",
      "description": "This skill should be used when the user asks to \"open source this project\", \"prepare this repository for public release\", \"make this repo public\", \"check open-source readiness\", \"choose a license for this project\", or \"s",
      "score": 92,
      "grade": "A",
      "category": "developer-tools",
      "topics": [
        "dependency-management"
      ],
      "license": "CC-BY-SA-4.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/trailofbits/skills/open-sourcing/"
    },
    "trailofbits/skills/pr-improver": {
      "id": "trailofbits/skills/pr-improver",
      "name": "pr-improver",
      "repo": "trailofbits/skills",
      "description": "Runs an autonomous review-and-fix improvement loop over the current branch's changes until a PR review comes back clean, scoped mechanically to the directories the branch touched. Reviews are performed by an installed PR",
      "score": 93,
      "grade": "A",
      "category": "code-review-quality",
      "topics": [
        "code-review",
        "pull-requests"
      ],
      "license": "CC-BY-SA-4.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/trailofbits/skills/pr-improver/"
    },
    "trailofbits/skills/property-based-testing": {
      "id": "trailofbits/skills/property-based-testing",
      "name": "property-based-testing",
      "repo": "trailofbits/skills",
      "description": "Writes, reviews, and debugs property-based tests — Hypothesis, fast-check, proptest, jqwik, rapid, and Echidna or Medusa for Solidity invariants. Use whenever tests should cover a whole input domain instead of a hand-pic",
      "score": 89,
      "grade": "B",
      "category": "testing-qa",
      "topics": [
        "test-automation",
        "unit-testing"
      ],
      "license": "CC-BY-SA-4.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/trailofbits/skills/property-based-testing/"
    },
    "trailofbits/skills/ruzzy": {
      "id": "trailofbits/skills/ruzzy",
      "name": "ruzzy",
      "repo": "trailofbits/skills",
      "description": "Sets up and runs Ruzzy, Trail of Bits' coverage-guided Ruby fuzzer and the only production-ready one for the language. Covers harness structure, fuzzing pure Ruby and the native C extensions in gems, and sanitizer builds",
      "score": 84,
      "grade": "B",
      "category": "testing-qa",
      "topics": [
        "ruby-rails",
        "vulnerability-scanning"
      ],
      "license": "CC-BY-SA-4.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/trailofbits/skills/#ruzzy"
    },
    "trailofbits/skills/second-opinion": {
      "id": "trailofbits/skills/second-opinion",
      "name": "second-opinion",
      "repo": "trailofbits/skills",
      "description": "Gets independent code reviews from Codex or Antigravity for uncommitted changes, branch diffs, and commits. Use when the user requests an external review, a second opinion on code, a codex review, a gemini review, an ant",
      "score": 89,
      "grade": "B",
      "category": "code-review-quality",
      "topics": [
        "code-review",
        "coding-agents"
      ],
      "license": "CC-BY-SA-4.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/trailofbits/skills/second-opinion/"
    },
    "trailofbits/skills/secure-workflow-guide": {
      "id": "trailofbits/skills/secure-workflow-guide",
      "name": "secure-workflow-guide",
      "repo": "trailofbits/skills",
      "description": "Guides through Trail of Bits' 5-step secure development workflow. Runs Slither scans, checks special features (upgradeability/ERC conformance/token integration), generates visual security diagrams, helps document securit",
      "score": 84,
      "grade": "B",
      "category": "security",
      "topics": [
        "security-auditing",
        "smart-contract-security"
      ],
      "license": "CC-BY-SA-4.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/trailofbits/skills/#secure-workflow-guide"
    },
    "trailofbits/skills/semgrep": {
      "id": "trailofbits/skills/semgrep",
      "name": "semgrep",
      "repo": "trailofbits/skills",
      "description": "Runs a Semgrep security scan over a codebase: detects languages, selects rulesets, presents the plan for explicit approval, then runs every approved ruleset through scripts/run-scans.sh, which batches the semgrep process",
      "score": 92,
      "grade": "A",
      "category": "security",
      "topics": [
        "security-auditing",
        "vulnerability-scanning"
      ],
      "license": "CC-BY-SA-4.0",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/trailofbits/skills/semgrep/"
    },
    "trailofbits/skills/skill-improver": {
      "id": "trailofbits/skills/skill-improver",
      "name": "skill-improver",
      "repo": "trailofbits/skills",
      "description": "Runs an autonomous review-and-fix improvement loop over a Claude Code skill until a review comes back clean, with a cross-round findings ledger, escalation when fixes stop converging, and a mechanical scope guard. Review",
      "score": 93,
      "grade": "A",
      "category": "ai-agents-llm",
      "topics": [
        "skill-authoring"
      ],
      "license": "CC-BY-SA-4.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/trailofbits/skills/skill-improver/"
    },
    "trailofbits/skills/slicing-code-context": {
      "id": "trailofbits/skills/slicing-code-context",
      "name": "slicing-code-context",
      "repo": "trailofbits/skills",
      "description": "Selects bounded, graph-informed source slices with Trailmark and delegates focused code analysis or patch-proposal work to a smaller subagent. Use when offloading function-, class-, caller-, callee-, call-path-, entrypoi",
      "score": 89,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "subagents",
        "context-memory"
      ],
      "license": "CC-BY-SA-4.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/trailofbits/skills/slicing-code-context/"
    },
    "trailofbits/skills/supply-chain-risk-auditor": {
      "id": "trailofbits/skills/supply-chain-risk-auditor",
      "name": "supply-chain-risk-auditor",
      "repo": "trailofbits/skills",
      "description": "Audits a project's dependencies for supply-chain risk: version-matched advisories for direct dependencies and the full lockfile tree, abandoned or archived upstreams, npm publisher concentration, and install-time script ",
      "score": 88,
      "grade": "B",
      "category": "security",
      "topics": [
        "security-auditing",
        "dependency-management"
      ],
      "license": "CC-BY-SA-4.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/trailofbits/skills/supply-chain-risk-auditor/"
    },
    "trailofbits/skills/testing-handbook-generator": {
      "id": "trailofbits/skills/testing-handbook-generator",
      "name": "testing-handbook-generator",
      "repo": "trailofbits/skills",
      "description": "Generates Claude Code skills from the Trail of Bits Testing Handbook (appsec.guide), analyzing handbook pages and emitting SKILL.md files with the structure each skill type requires. Use when creating or refreshing a ski",
      "score": 88,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "test-automation",
        "skill-authoring",
        "claude-code-config"
      ],
      "license": "CC-BY-SA-4.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/trailofbits/skills/testing-handbook-generator/"
    },
    "tronghieu/agent-skills/bmad-run-inspector": {
      "id": "tronghieu/agent-skills/bmad-run-inspector",
      "name": "bmad-run-inspector",
      "repo": "tronghieu/agent-skills",
      "description": "Inspect and explain bmad-loop run artifacts under `.bmad-loop/runs/`. Use for live health checks (\"is it stuck?\", \"is the loop alive?\", \"what is the agent doing?\") and post-run forensics (\"what happened?\", \"why did story",
      "score": 90,
      "grade": "A",
      "category": "ai-agents-llm",
      "topics": [
        "agent-observability"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/tronghieu/agent-skills/bmad-run-inspector/"
    },
    "tronghieu/agent-skills/cv-scorer": {
      "id": "tronghieu/agent-skills/cv-scorer",
      "name": "cv-scorer",
      "repo": "tronghieu/agent-skills",
      "description": "Score candidate CVs on a 100-point scale against a Job Description. Use this skill when the user wants to evaluate, score, rank, or screen candidate CVs/resumes against a JD. Also trigger when the user mentions 'review C",
      "score": 83,
      "grade": "B",
      "category": "business-finance",
      "topics": [
        "hr-recruiting"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/tronghieu/agent-skills/#cv-scorer"
    },
    "tronghieu/agent-skills/deep-reader": {
      "id": "tronghieu/agent-skills/deep-reader",
      "name": "deep-reader",
      "repo": "tronghieu/agent-skills",
      "description": "Read, study, and answer questions about long books and papers without loading the whole text into one context window, keeping page-anchored notes as a reusable workspace. Use whenever the user asks to read, study, summar",
      "score": 90,
      "grade": "A",
      "category": "productivity-knowledge",
      "topics": [
        "summarizer",
        "context-memory"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/tronghieu/agent-skills/deep-reader/"
    },
    "tronghieu/agent-skills/diataxis-writer": {
      "id": "tronghieu/agent-skills/diataxis-writer",
      "name": "diataxis-writer",
      "repo": "tronghieu/agent-skills",
      "description": "Write, restructure, classify, and review documentation with the Diataxis framework. Use when the user asks to create, improve, audit, or reorganize documentation of any kind: knowledge bases, help centers, onboarding gui",
      "score": 87,
      "grade": "B",
      "category": "writing-content",
      "topics": [
        "technical-writing",
        "documentation"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/tronghieu/agent-skills/diataxis-writer/"
    },
    "tronghieu/agent-skills/manual-tester": {
      "id": "tronghieu/agent-skills/manual-tester",
      "name": "manual-tester",
      "repo": "tronghieu/agent-skills",
      "description": "Plan and run manual tests of the project's running app. Runs a session in one of five modes: exploratory, verification, smoke, assessment (UX, localization, accessibility, improvement review), or AI probe. Also writes a ",
      "score": 92,
      "grade": "A",
      "category": "testing-qa",
      "topics": [
        "test-automation"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/tronghieu/agent-skills/manual-tester/"
    },
    "tronghieu/agent-skills/market-researcher": {
      "id": "tronghieu/agent-skills/market-researcher",
      "name": "market-researcher",
      "repo": "tronghieu/agent-skills",
      "description": "Conduct rigorous, citation-backed desk market research: quick go/no-go market scans, market sizing (TAM/SAM/SOM), competitor analysis, customer demand signals, and trend/macro (PESTEL) analysis. Use this skill whenever t",
      "score": 86,
      "grade": "B",
      "category": "business-finance",
      "topics": [
        "market-research"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/tronghieu/agent-skills/market-researcher/"
    },
    "tronghieu/agent-skills/product-manager": {
      "id": "tronghieu/agent-skills/product-manager",
      "name": "product-manager",
      "repo": "tronghieu/agent-skills",
      "description": "Act as a product-manager copilot that turns evidence into product decisions and artifacts: backlogs and prioritization, PRDs and user stories, metrics and OKRs, experiments, launch plans, feedback triage, and pricing/pac",
      "score": 88,
      "grade": "B",
      "category": "product-management",
      "topics": [
        "project-management"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/tronghieu/agent-skills/product-manager/"
    },
    "tronghieu/agent-skills/project-manager": {
      "id": "tronghieu/agent-skills/project-manager",
      "name": "project-manager",
      "repo": "tronghieu/agent-skills",
      "description": "Act as a project-management copilot (PM/PMO) for the delivery loop: charters, plans and schedules, estimates, risk registers, status reports, scope changes, stakeholder communication, meeting actions, lessons learned, an",
      "score": 88,
      "grade": "B",
      "category": "productivity-knowledge",
      "topics": [
        "project-management"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/tronghieu/agent-skills/project-manager/"
    },
    "tronghieu/agent-skills/scrum-master": {
      "id": "tronghieu/agent-skills/scrum-master",
      "name": "scrum-master",
      "repo": "tronghieu/agent-skills",
      "description": "Act as the team's Scrum Master of record, or copilot to a human one: plan sprints, run daily pulses, close sprints, prepare and follow up retrospectives, track and escalate impediments, and detect process anti-patterns a",
      "score": 90,
      "grade": "A",
      "category": "productivity-knowledge",
      "topics": [
        "project-management"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/tronghieu/agent-skills/scrum-master/"
    },
    "tronghieu/agent-skills/slidewright": {
      "id": "tronghieu/agent-skills/slidewright",
      "name": "slidewright",
      "repo": "tronghieu/agent-skills",
      "description": "Build interactive presentation websites — slide decks projected to a room, controlled by one presenter. Use this skill WHENEVER the user wants to create, build, or design a presentation, slide deck, talk, or \"bài thuyết ",
      "score": 90,
      "grade": "A",
      "category": "documents-office",
      "topics": [
        "presentations"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/tronghieu/agent-skills/slidewright/"
    },
    "tt-a1i/archify/archify": {
      "id": "tt-a1i/archify/archify",
      "name": "archify",
      "repo": "tt-a1i/archify",
      "description": "Create validated architecture, workflow, sequence, data-flow, lifecycle/state, ERD, class, tree, timeline, and waterfall diagrams as explorable standalone HTML with dark/light themes, motion and image/SVG/WebM export. Ac",
      "score": 87,
      "grade": "B",
      "category": "media-creative",
      "topics": [
        "diagrams-infographics"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/tt-a1i/archify/archify/",
      "weekly_installs": 11897,
      "change_pct": -13
    },
    "veniceai/skills/venice-audio-music": {
      "id": "veniceai/skills/venice-audio-music",
      "name": "venice-audio-music",
      "repo": "veniceai/skills",
      "description": "Async music, sound-effect and long-form voice generation via Venice. Covers the /audio/quote + /audio/queue + /audio/retrieve + /audio/complete lifecycle, lyrics vs instrumental and the lyrics optimizer, duration options",
      "score": 70,
      "grade": "C",
      "category": "media-creative",
      "topics": [
        "music-audio",
        "sound-effects"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/veniceai/skills/#venice-audio-music"
    },
    "veniceai/skills/venice-audio-speech": {
      "id": "veniceai/skills/venice-audio-speech",
      "name": "venice-audio-speech",
      "repo": "veniceai/skills",
      "description": "Generate speech from text via POST /audio/speech, and clone a voice via POST /audio/voices. Covers TTS models (Kokoro, Qwen 3, xAI, Inworld, Chatterbox, Orpheus, ElevenLabs Turbo, MiniMax, Gemini Flash, Gradium), voices ",
      "score": 70,
      "grade": "C",
      "category": "media-creative",
      "topics": [
        "text-to-speech",
        "voice-cloning"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/veniceai/skills/#venice-audio-speech"
    },
    "veniceai/skills/venice-audio-voice-changer": {
      "id": "veniceai/skills/venice-audio-voice-changer",
      "name": "venice-audio-voice-changer",
      "repo": "veniceai/skills",
      "description": "Async speech-to-speech voice conversion via Venice — re-record a source recording in a different voice while keeping delivery and timing. Covers POST /audio/voice-changer/quote (unauthenticated), /queue (multipart file o",
      "score": 70,
      "grade": "C",
      "category": "media-creative",
      "topics": [
        "voice-cloning"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/veniceai/skills/#venice-audio-voice-changer"
    },
    "veniceai/skills/venice-video": {
      "id": "veniceai/skills/venice-video",
      "name": "venice-video",
      "repo": "veniceai/skills",
      "description": "Generate videos via Venice. Covers the async /video/quote + /video/queue + /video/retrieve + /video/complete loop, text-to-video, image-to-video, first/last-frame transitions, video-to-video and upscale, audio input, ref",
      "score": 67,
      "grade": "D",
      "category": "media-creative",
      "topics": [
        "video-generation",
        "video-enhancement"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/veniceai/skills/#venice-video"
    },
    "vercel-labs/agent-browser/agent-browser": {
      "id": "vercel-labs/agent-browser/agent-browser",
      "name": "agent-browser",
      "repo": "vercel-labs/agent-browser",
      "description": "Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating a",
      "score": 75,
      "grade": "C",
      "category": "productivity-knowledge",
      "topics": [
        "web-scraping",
        "browser-agents"
      ],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/vercel-labs/agent-browser/agent-browser/",
      "weekly_installs": 86942,
      "change_pct": 10
    },
    "vercel-labs/agent-skills/vercel-cli-with-tokens": {
      "id": "vercel-labs/agent-skills/vercel-cli-with-tokens",
      "name": "vercel-cli-with-tokens",
      "repo": "vercel-labs/agent-skills",
      "description": "Deploy and manage projects on Vercel using token-based authentication. Use when working with Vercel CLI using access tokens rather than interactive login — e.g. \"deploy to vercel\", \"set up vercel\", \"add environment varia",
      "score": 78,
      "grade": "C",
      "category": "devops-cloud",
      "topics": [
        "deployment-hosting",
        "secrets-credentials"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/vercel-labs/agent-skills/vercel-cli-with-tokens/",
      "weekly_installs": 7332,
      "change_pct": -9
    },
    "vercel-labs/agent-skills/vercel-composition-patterns": {
      "id": "vercel-labs/agent-skills/vercel-composition-patterns",
      "name": "vercel-composition-patterns",
      "repo": "vercel-labs/agent-skills",
      "description": "React composition patterns that scale. Use when refactoring components with boolean prop proliferation, building flexible component libraries, or designing reusable APIs. Triggers on tasks involving compound components, ",
      "score": 64,
      "grade": "D",
      "category": "frontend-design",
      "topics": [
        "react-nextjs"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/vercel-labs/agent-skills/vercel-composition-patterns/",
      "weekly_installs": 14209,
      "change_pct": -8
    },
    "vercel-labs/agent-skills/vercel-optimize": {
      "id": "vercel-labs/agent-skills/vercel-optimize",
      "name": "vercel-optimize",
      "repo": "vercel-labs/agent-skills",
      "description": "Use for Vercel cost and performance optimization on deployed projects, especially Next.js, SvelteKit, Nuxt, and limited Astro apps. Collect Vercel metrics, usage, project config, and code scan results first; investigate ",
      "score": 80,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "deployment-hosting"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/vercel-labs/agent-skills/vercel-optimize/",
      "weekly_installs": 7746,
      "change_pct": -9
    },
    "vercel-labs/agent-skills/vercel-react-best-practices": {
      "id": "vercel-labs/agent-skills/vercel-react-best-practices",
      "name": "vercel-react-best-practices",
      "repo": "vercel-labs/agent-skills",
      "description": "React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on task",
      "score": 67,
      "grade": "D",
      "category": "code-review-quality",
      "topics": [
        "react-nextjs"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/vercel-labs/agent-skills/vercel-react-best-practices/",
      "weekly_installs": 22802,
      "change_pct": -3
    },
    "vercel-labs/agent-skills/vercel-react-native-skills": {
      "id": "vercel-labs/agent-skills/vercel-react-native-skills",
      "name": "vercel-react-native-skills",
      "repo": "vercel-labs/agent-skills",
      "description": "React Native and Expo best practices for building performant mobile apps. Use when building React Native components, optimizing list performance, implementing animations, or working with native modules. Triggers on tasks",
      "score": 67,
      "grade": "D",
      "category": "frontend-design",
      "topics": [
        "expo-react-native"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/vercel-labs/agent-skills/vercel-react-native-skills/",
      "weekly_installs": 8654,
      "change_pct": -8
    },
    "vercel-labs/agent-skills/vercel-react-view-transitions": {
      "id": "vercel-labs/agent-skills/vercel-react-view-transitions",
      "name": "vercel-react-view-transitions",
      "repo": "vercel-labs/agent-skills",
      "description": "Guide for implementing smooth, native-feeling animations using React's View Transition API (`<ViewTransition>` component, `addTransitionType`, and CSS view transition pseudo-elements). Use this skill whenever the user wa",
      "score": 68,
      "grade": "D",
      "category": "frontend-design",
      "topics": [
        "react-nextjs"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/vercel-labs/agent-skills/vercel-react-view-transitions/",
      "weekly_installs": 9466,
      "change_pct": -3
    },
    "vercel-labs/agent-skills/writing-guidelines": {
      "id": "vercel-labs/agent-skills/writing-guidelines",
      "name": "writing-guidelines",
      "repo": "vercel-labs/agent-skills",
      "description": "Review docs/prose for Writing Guidelines compliance. Use when asked to \"review my docs\", \"check writing style\", \"audit prose\", \"review docs voice and tone\", or \"check this page against the writing handbook\".",
      "score": 72,
      "grade": "C",
      "category": "writing-content",
      "topics": [
        "grammar-checker",
        "general-writing"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/vercel-labs/agent-skills/writing-guidelines/",
      "weekly_installs": 7940,
      "change_pct": -9
    },
    "vercel-labs/skills/find-skills": {
      "id": "vercel-labs/skills/find-skills",
      "name": "find-skills",
      "repo": "vercel-labs/skills",
      "description": "Helps users discover and install agent skills when they ask questions like \"how do I do X\", \"find a skill for X\", \"is there a skill that can...\", or express interest in extending capabilities. This skill should be used w",
      "score": 81,
      "grade": "B",
      "category": "ai-agents-llm",
      "topics": [
        "skill-authoring"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/vercel-labs/skills/find-skills/",
      "weekly_installs": 115285,
      "change_pct": -5
    },
    "vercel/ai/ai-sdk": {
      "id": "vercel/ai/ai-sdk",
      "name": "ai-sdk",
      "repo": "vercel/ai",
      "description": "Answer questions about the AI SDK and help build AI-powered features. Use when developers: (1) Ask about AI SDK functions like generateText, streamText, ToolLoopAgent, embed, or tools, (2) Want to build AI agents, chatbo",
      "score": 70,
      "grade": "C",
      "category": "developer-tools",
      "topics": [],
      "license": "Apache-2.0",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/vercel/ai/ai-sdk/",
      "weekly_installs": 1709,
      "change_pct": 27
    },
    "wondelai/skills/contagious": {
      "id": "wondelai/skills/contagious",
      "name": "contagious",
      "repo": "wondelai/skills",
      "description": "Engineer word-of-mouth and virality using the STEPPS framework (Social Currency, Triggers, Emotion, Public, Practical Value, Stories). Use when the user mentions \"go viral\", \"word of mouth\", \"shareable content\", \"social ",
      "score": 81,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "affiliate-referral"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/wondelai/skills/contagious/"
    },
    "wondelai/skills/create-website": {
      "id": "wondelai/skills/create-website",
      "name": "create-website",
      "repo": "wondelai/skills",
      "description": "Guided journey from a blank page to a live, high-converting website, built message-first, then design, then conversion. Orchestrates ten skills phase by phase - one-page-marketing, storybrand-messaging, made-to-stick, to",
      "score": 76,
      "grade": "C",
      "category": "marketing-seo",
      "topics": [
        "landing-pages",
        "website-builders"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/wondelai/skills/create-website/"
    },
    "wondelai/skills/cro-methodology": {
      "id": "wondelai/skills/cro-methodology",
      "name": "cro-methodology",
      "repo": "wondelai/skills",
      "description": "Audit websites and landing pages for conversion issues and design evidence-based A/B tests. Use when the user mentions \"landing page isnt converting\", \"conversion rate\", \"A/B test\", \"why visitors leave\", \"objection handl",
      "score": 81,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "marketing-analytics",
        "landing-pages"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/wondelai/skills/#cro-methodology"
    },
    "wondelai/skills/storybrand-messaging": {
      "id": "wondelai/skills/storybrand-messaging",
      "name": "storybrand-messaging",
      "repo": "wondelai/skills",
      "description": "Clarify brand messaging using narrative structure that positions the customer as hero. Use when the user mentions \"brand message\", \"website copy\", \"elevator pitch\", \"one-liner\", \"brand script\", \"StoryBrand framework\", \"c",
      "score": 83,
      "grade": "B",
      "category": "marketing-seo",
      "topics": [
        "branding"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/wondelai/skills/#storybrand-messaging"
    },
    "zeropointrepo/youtube-skills/captions": {
      "id": "zeropointrepo/youtube-skills/captions",
      "name": "captions",
      "repo": "ZeroPointRepo/youtube-skills",
      "description": "Use when captions, subtitles, or the spoken text of a YouTube video is needed — even if not explicitly requested: pasted video links or IDs, requests to read, quote, or translate a video, accessibility needs, deaf/HoH us",
      "score": 87,
      "grade": "B",
      "category": "productivity-knowledge",
      "topics": [
        "translation",
        "subtitles-captions",
        "youtube"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/zeropointrepo/youtube-skills/captions/"
    },
    "zeropointrepo/youtube-skills/subtitles": {
      "id": "zeropointrepo/youtube-skills/subtitles",
      "name": "subtitles",
      "repo": "ZeroPointRepo/youtube-skills",
      "description": "Use when subtitles or the spoken text of a YouTube video is needed: pasted video links or IDs, requests to translate a video, read along, follow foreign-language content, or extract what was said. Also use for language l",
      "score": 87,
      "grade": "B",
      "category": "productivity-knowledge",
      "topics": [
        "translation",
        "subtitles-captions",
        "youtube"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/zeropointrepo/youtube-skills/subtitles/"
    },
    "zeropointrepo/youtube-skills/transcript": {
      "id": "zeropointrepo/youtube-skills/transcript",
      "name": "transcript",
      "repo": "ZeroPointRepo/youtube-skills",
      "description": "Use when the spoken content of a YouTube video is needed — even if not explicitly requested: pasted video links or IDs, requests to summarize, quote, transcribe, translate, fact-check, or extract anything from a video. A",
      "score": 87,
      "grade": "B",
      "category": "productivity-knowledge",
      "topics": [
        "summarizer",
        "youtube"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/zeropointrepo/youtube-skills/transcript/"
    },
    "zeropointrepo/youtube-skills/transcriptapi": {
      "id": "zeropointrepo/youtube-skills/transcriptapi",
      "name": "transcriptapi",
      "repo": "ZeroPointRepo/youtube-skills",
      "description": "Use when YouTube is or could be relevant — even if not mentioned: pasted video/channel/playlist links, video IDs, @handles, creator lookups, video summaries, quotes, translations, topic research, tutorials, talks, lectur",
      "score": 90,
      "grade": "A",
      "category": "productivity-knowledge",
      "topics": [
        "youtube"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/zeropointrepo/youtube-skills/transcriptapi/"
    },
    "zeropointrepo/youtube-skills/video-transcript": {
      "id": "zeropointrepo/youtube-skills/video-transcript",
      "name": "video-transcript",
      "repo": "ZeroPointRepo/youtube-skills",
      "description": "Use when video content needs to be extracted as text: pasted YouTube links or IDs, requests to transcribe, summarize, quote, translate, convert video to text, or extract information from video content. Also use when a us",
      "score": 87,
      "grade": "B",
      "category": "productivity-knowledge",
      "topics": [
        "summarizer",
        "youtube"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/zeropointrepo/youtube-skills/video-transcript/"
    },
    "zeropointrepo/youtube-skills/youtube-full": {
      "id": "zeropointrepo/youtube-skills/youtube-full",
      "name": "youtube-full",
      "repo": "ZeroPointRepo/youtube-skills",
      "description": "Use when YouTube is or could be relevant — even if not mentioned: pasted video/channel/playlist links, video IDs, @handles, creator lookups, video summaries, quotes, translations, topic research, tutorials, talks, lectur",
      "score": 90,
      "grade": "A",
      "category": "productivity-knowledge",
      "topics": [
        "youtube"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/zeropointrepo/youtube-skills/youtube-full/"
    },
    "zeropointrepo/youtube-skills/youtube-search": {
      "id": "zeropointrepo/youtube-skills/youtube-search",
      "name": "youtube-search",
      "repo": "ZeroPointRepo/youtube-skills",
      "description": "Use when the user wants to find YouTube content on any topic: searching for videos or channels, finding creators who cover a subject, discovering tutorials, talks, or expert discussions, or looking up a channel by name o",
      "score": 90,
      "grade": "A",
      "category": "productivity-knowledge",
      "topics": [
        "youtube"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/zeropointrepo/youtube-skills/youtube-search/"
    },
    "zxkane/aws-skills/aws-cdk-development": {
      "id": "zxkane/aws-skills/aws-cdk-development",
      "name": "aws-cdk-development",
      "repo": "zxkane/aws-skills",
      "description": "AWS Cloud Development Kit (CDK) expert for building cloud infrastructure with TypeScript/Python. Use when creating CDK stacks, defining CDK constructs, implementing infrastructure as code, or when the user mentions CDK, ",
      "score": 85,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "infrastructure-as-code",
        "aws"
      ],
      "license": "MIT",
      "cost_lane": "free-with-service",
      "listing": "https://suedeai.directory/zxkane/aws-skills/aws-cdk-development/"
    },
    "zxkane/aws-skills/aws-sst-development": {
      "id": "zxkane/aws-skills/aws-sst-development",
      "name": "aws-sst-development",
      "repo": "zxkane/aws-skills",
      "description": "SST v4 (Ion) expert for managing AWS resources as code with the Pulumi-backed framework. Use when writing or editing sst.config.ts, building infra/ modules (sst.aws.Function/Bucket/Dynamo/Cron/Service/Router, sst.Secret,",
      "score": 86,
      "grade": "B",
      "category": "devops-cloud",
      "topics": [
        "infrastructure-as-code",
        "aws"
      ],
      "license": "MIT",
      "cost_lane": "free-open-source",
      "listing": "https://suedeai.directory/zxkane/aws-skills/aws-sst-development/"
    }
  }
}
