Capability
SKILL.md only agent skills
Skills that are one SKILL.md file: nothing to run, nothing to configure, easy to read before you install.
Highest-scoring with this capability: linkedin-repurposer from sergebulaev/linkedin-skills (88/100), orca-replay from Continuum-AI-Corp/OrcaReplay (86/100) and outcome-roadmap from avelikiy/great_cto (86/100).
- 1,195 listed skills
- 82 repositories
By category
Developer Tools and Frameworks (173) · AI Agents and LLM Engineering (166) · Productivity and Knowledge Work (118) · Marketing and SEO (103) · Product Management (101) · DevOps and Cloud (89) · Frontend and Design (89) · Data, Analytics and Databases (66) · Testing and QA (53) · Video, Image, Audio and Creative (52) · Business, Sales and Finance (48) · Writing and Editing (43) · Code Review and Code Quality (38) · Security (33) · Documents and Office Files (17) · Science and Research (6)
The 100 highest-scoring of 1,195 skills
Ranked by Suede Skill Check score; Suede AI's own skills are not ranked. Open a category above for the full list with this filter on.
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| Skill | Repository | What it does |
|---|---|---|
| pr-improver 93/100 · A | trailofbits/skills | 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… |
| skill-improver 93/100 · A | trailofbits/skills | 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… |
| git-commit 92/100 · A | eduardo-sl/go-agent-skills | Structured git commit messages following Conventional Commits format for Go projects. Generates well-scoped, atomic commits with clear descriptions… |
| go-dependency-injection 92/100 · A | eduardo-sl/go-agent-skills | Dependency injection in Go: constructor injection, wiring in main, avoiding global state, and when frameworks (wire, fx, dig) earn their complexity… |
| go-project-layout 92/100 · A | eduardo-sl/go-agent-skills | Scaffold new Go projects and services: directory structure, cmd/ and internal/ conventions, when to use a flat layout, module naming, and main… |
| go-binary-size 90/100 · A | eduardo-sl/go-agent-skills | Reduce the size of compiled Go binaries and container images: linker flags, inlining budget, CGO and build tags, embedded assets, dependency weight… |
| go-openapi 90/100 · A | eduardo-sl/go-agent-skills | Spec-first REST development in Go with OpenAPI: generating server interfaces and clients with oapi-codegen, request validation middleware, RFC 9457… |
| go-skills-router 90/100 · A | eduardo-sl/go-agent-skills | Index and routing table for this repository's Go skills: maps a task to the skill that owns it, names the secondary skills worth loading alongside… |
| code-improver 89/100 · B | trailofbits/skills | Runs an autonomous review-and-fix improvement loop over any code target — a skill, plugin, module, or directory — using a reviewer the user names… |
| linkedin-repurposer 88/100 · B | sergebulaev/linkedin-skills | Rebuilds a tweet, thread, YouTube video, blog, or newsletter into a native LinkedIn post, with a new hook, CTA, and humanizer pass. |
| gke-ai-troubleshooting-node-unresponsive-timeout 87/100 · B | google/skills | Diagnose and mitigate GKE TPU or GPU nodes stuck in NotReady / NodeStatusUnknown ("Kubelet stopped posting node status") due to host kernel panics… |
| orca-replay 86/100 · B | Continuum-AI-Corp/OrcaReplay | Answers questions about a past agent run from its recording rather than memory, and replays or forks that run. |
| c-review 86/100 · B | trailofbits/skills | Performs comprehensive C/C++ security review for memory corruption, integer overflows, race conditions, and platform-specific vulnerabilities. Use… |
| outcome-roadmap 86/100 · B | avelikiy/great_cto | Rewrites an output-focused feature roadmap as outcome statements reflecting user and business impact, making the roadmap more strategic and clearer about success. |
| hivemind-goals 85/100 · B | activeloopai/hivemind | Creates, tracks, and updates team goals and tasks through the Deeplake virtual filesystem, covering objectives, milestones, todos, and other actionable work items. |
| hivemind-graph 85/100 · B | activeloopai/hivemind | Answers structural codebase questions, such as what calls a function or where something is defined, by querying a local code graph exposed as files. |
| seo-matomo 85/100 · B | AgriciDaniel/claude-seo | Matomo Reporting API extension. Self-hosted or Matomo Cloud analytics as a GA4 alternative or complement. Organic traffic, landing pages, device /… |
| genre-creator 85/100 · B | bitwize-music-studio/claude-ai-music-skills | Create new genre documentation files for the bitwize-music genre library. Use when the user wants to add a genre, says "/genre-creator", "neues… |
| new-album 85/100 · B | bitwize-music-studio/claude-ai-music-skills | Creates a new album with the correct directory structure and templates. Use IMMEDIATELY when the user says 'make a new album' or similar, before any… |
| pre-generation-check 85/100 · B | bitwize-music-studio/claude-ai-music-skills | Validates pre-generation gates before tracks go to Suno, checking sources, lyrics review, pronunciation, explicit flag, style prompt, and artist name clearance. |
| promote-idea 85/100 · B | bitwize-music-studio/claude-ai-music-skills | Converts an album idea from IDEAS.md into an actual album project in one step. |
| gke-workload-identity 85/100 · B | google/skills | Configures and diagnoses Workload Identity Federation for GKE authentication failures for Pods (403 "iam.serviceAccounts.getAccessToken" /… |
| bigquery 85/100 · B | costory-io/costory-finops-mcp-skills | Investigate BigQuery compute and storage costs, compare billing models, and map spend through the hosted Costory MCP. Requires a Costory workspace, connected billing data and browser OAuth; review proposed changes before applying them. |
| receiving-code-review 84/100 · B | obra/superpowers | Guides handling code review feedback with technical rigor and verification, rather than performative agreement or blind implementation, especially when feedback is unclear or questionable. |
| using-git-worktrees 84/100 · B | obra/superpowers | Ensures feature work or plan execution happens in an isolated workspace, using native tools or a git worktree fallback. |
| verification-before-completion 84/100 · B | obra/superpowers | Requires running verification commands and confirming their output before claiming work is complete, fixed, or passing, and before committing or creating pull requests. |
| jules 84/100 · B | sanjay3290/ai-skills | Delegate coding tasks to Google Jules AI agent for asynchronous execution. Use when user says: 'have Jules fix', 'delegate to Jules', 'send to… |
| unslop 84/100 · B | MohamedAbdallah-14/unslop | Humanizes LLM output by removing AI-isms such as sycophancy, tricolons, and hedging stacks, while preserving technical accuracy. |
| unslop-review 84/100 · B | MohamedAbdallah-14/unslop | Rewrites code review comments to read like a human teammate wrote them, cutting throat-clearing so each states location, issue, and a concrete fix. |
| ax-extract-workflow 84/100 · B | Necmttn/ax | Reconstructs the workflow behind a past artifact by using ax to find relevant sessions and narrate the ordered skill arcs that produced it. |
| release-announcement 84/100 · B | Necmttn/ax | Drafts or revises ax release announcements and website changelog pages using Release Please range evidence, git commits, and ax sessions. |
| retro-meta 84/100 · B | Necmttn/ax | Runs a deep retrospective across older ax retros and the current ax setup to surface improvements, with an external AI agent driving the reasoning. |
| setup 84/100 · B | Necmttn/ax | Installs and verifies ax, the agent experience layer, walking through install.sh, skills.sh, and the first ingest, validating with ax doctor. |
| ship-checklist 84/100 · B | Necmttn/ax | Provides a definition-of-done checklist for shipping a new write, signal, table, edge, or query to the ax graph, covering reads, docs, and distribution. |
| qdrant-edge 84/100 · B | qdrant/skills | Guides building on Qdrant Edge, the embedded in-process shard, including syncing with the server, BM25 and hybrid search, and snapshots. |
| qdrant-migration-tool 84/100 · B | qdrant/skills | Guides using the Qdrant Migration Tool CLI to move vectors, metadata, and sparse embeddings from other vector databases into Qdrant, including resuming interrupted runs. |
| qdrant-model-migration 84/100 · B | qdrant/skills | Guides migrating to a new embedding model in Qdrant without downtime, including re-embedding data, changing model dimensions, switching providers, and A/B testing models. |
| qdrant-multitenancy 84/100 · B | qdrant/skills | Guides tenant isolation architecture in Qdrant for multi-tenant applications, including partitioning tenants by payload, how many collections to create, and data residency. |
| qdrant-sizing 84/100 · B | qdrant/skills | Sizes a Qdrant deployment before provisioning, estimating RAM, node count, and instance type from vector count and dimensions, or checking an existing estimate. |
| qdrant-version-upgrade 84/100 · B | qdrant/skills | Covers upgrading Qdrant server and SDKs without interrupting availability or losing data integrity, including rolling upgrades, version compatibility, and pre-upgrade checks. |
| agent-platform-endpoint-management 84/100 · B | google/skills | Manages Agent Platform serving endpoints. Use when you need to create, list, describe, update, or delete serving endpoints for model deployment on… |
| agent-platform-model-registry 84/100 · B | google/skills | Agent Platform Model Registry Management. Use when you need to upload, list, describe, update, or delete machine learning models (and their… |
| agent-platform-rag-engine-management 84/100 · B | google/skills | Manage and query Agent Platform RAG Engine Corpora and retrieve grounded contexts using the Google GenAI SDK. Use when listing RAG corpora or files… |
| agent-platform-tuning-management 84/100 · B | google/skills | Manages GenAI tuning jobs in Agent Platform. Use this to list, get, or cancel ongoing model tuning jobs. Don't use for fine-tuning models (use… |
| cloud-logging-configuration-basics 84/100 · B | google/skills | Configure single-project Cloud Logging on Google Cloud: regional log buckets, log sinks, log views, restricting or hiding sensitive logs in the… |
| cloud-logging-cross-project-configuration 84/100 · B | google/skills | Configure and troubleshoot Google Cloud cross-project centralized logging and read-time aggregation. Use when: - Setting up log routing from… |
| data-manager-api-event-ingestion 84/100 · B | google/skills | Guides developers through implementing event and conversion ingestion to Google products using the Data Manager API /v1/events/ingest endpoint and… |
| detection-engineering-coverage-evaluation 84/100 · B | google/skills | Automates the end-to-end detection engineering workflow in Google SecOps using MCP tools. Use when fetching threat intelligence from blogs… |
| dpop-adoption 84/100 · B | google/skills | Implement and debug OAuth 2.0 DPoP (RFC 9449) refresh token sender-constraining for WebCrypto, Node.js ES6, and browser runtimes integrating with… |
| gke-ai-troubleshooting-handle-disruption-gpu-tpu 84/100 · B | google/skills | Diagnoses, predicts, and mitigates node disruptions during Compute Engine host maintenance and hardware or software maintenance events for GPU and… |
| gke-ai-troubleshooting-tpu-partition-overlap 84/100 · B | google/skills | Diagnose and resolve GKE TPU slice creation failures (SliceCreationFailed) caused by partition overlap conflicts where requested TPU partitions or… |
| gke-backup-dr 84/100 · B | google/skills | Configures Backup for GKE: the BackupRestore cluster addon, BackupPlan and RestorePlan resources, restore workflows, and CMEK-encrypted backups. Use… |
| gke-batch-hpc 84/100 · B | google/skills | Runs batch and HPC workloads on GKE, utilizing job queues and parallel processing. Use when running GKE batch jobs, configuring GKE HPC, or setting… |
| gke-cluster-creation 84/100 · B | google/skills | Plans and executes GKE cluster creation, provisioning, and production readiness audits using pre-defined templates (Autopilot, Standard Regional… |
| gke-inference 84/100 · B | google/skills | Deploys and optimizes AI/ML inference workloads on GKE, using GPUs, TPUs, and model servers. Use when deploying GKE inference servers, configuring… |
| gke-multitenancy 84/100 · B | google/skills | Plans and configures multi-tenancy on GKE. Covers namespace isolation, RBAC planning for teams, resource quotas, LimitRanges, network isolation, and… |
| gke-networking 84/100 · B | google/skills | Plans, configures, and manages core GKE cluster networking. Covers private clusters, VPC-native configurations, DNS, node egress, Dataplane V2, and… |
| gke-node-notready 84/100 · B | google/skills | Diagnoses GKE nodes reporting NotReady or Unknown status by inspecting node conditions, events, kubelet/containerd logs, and node metrics, then… |
| gke-observability 84/100 · B | google/skills | Configures GKE observability, including Cloud Logging, Cloud Monitoring, and managed Prometheus. Use when configuring GKE monitoring, setting up GKE… |
| gke-productionize 84/100 · B | google/skills | Orchestrates comprehensive production readiness reviews and assessments for GKE clusters and workloads across scalability, security, reliability… |
| gke-reliability 84/100 · B | google/skills | Improves GKE workload reliability, using PDBs, health probes, and topology spread constraints. Use when configuring GKE workload reliability… |
| gke-storage 84/100 · B | google/skills | Manages GKE storage, including PVCs, PersistentVolumes, and Filestore. Use when configuring GKE storage or creating PVCs. For GCS FUSE mounts, use… |
| gke-storage-troubleshooting 84/100 · B | google/skills | Diagnoses GKE persistent-storage failures — volume attach/mount errors (Regional PD on optimized VMs, fsGroup mount timeouts), disk-performance and… |
| gke-workload-troubleshooting 84/100 · B | google/skills | Diagnoses GKE workload failures (CrashLoopBackOff, OOMKilled, ImagePullBackOff, Pending, etc.) via logs and events. Use when pods fail to start or… |
| google-cloud-waf-cost-optimization 84/100 · B | google/skills | Evaluates Google Cloud workloads for cost efficiency and FinOps alignment using the Google Cloud Well-Architected Framework Cost Optimization… |
| managed-airflow-dag-authoring 84/100 · B | google/skills | Provides guidance for authoring Apache Airflow DAGs in Managed Service for Apache Airflow (MSAA; formerly Cloud Composer). Covers environment… |
| managed-airflow-dag-troubleshooting 84/100 · B | google/skills | Provides guidance for troubleshooting Apache Airflow DAGs (failed DAG runs and task instances) in Managed Service for Apache Airflow (MSAA; formerly… |
| secops-cases 84/100 · B | google/skills | Manage Google Security Operations (SecOps) SOAR cases throughout their lifecycle. Use when listing, creating, inspecting, updating, or closing SOAR… |
| secops-hunt 84/100 · B | google/skills | Expert guidance for proactive threat hunting in Google SecOps. Use when proactively hunting for threats, retroactively analyzing indicators of… |
| secops-investigate 84/100 · B | google/skills | Expert guidance for deep security incident and entity investigations in Google SecOps. Use when investigating cases, analyzing entities (hosts, IPs… |
| secops-triage 84/100 · B | google/skills | Expert guidance for security alert triage in Google SecOps. Use when investigating and triaging security alerts, determining false positives vs… |
| x402 84/100 · B | browser-use/browser-use | 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… |
| onboard-context-matic 84/100 · B | github/awesome-copilot | Interactive onboarding tour for the context-matic MCP server. Walks the user through what the server does, shows all available APIs, lets them pick… |
| pinecone-rag 84/100 · B | github/awesome-copilot | Build production RAG pipelines and persistent agent memory using Pinecone as the vector database backend. ALWAYS USE THIS SKILL when the user… |
| system-commandline-cli 84/100 · B | github/awesome-copilot | Use this skill when adding, modifying, or reviewing CLI commands in a .NET project built with System.CommandLine. Triggers include: creating a new… |
| next-step 83/100 · B | bitwize-music-studio/claude-ai-music-skills | Analyzes album state and recommends the optimal next action. Use when the user asks "what should I do next?" or "what's left to do?" |
| google-agents-cli-onboarding 83/100 · B | google/skills | Onboarding entrypoint for agents-cli in Agent Platform. It should be used when the user wants to "create a new agent", "develop an agent", "build an… |
| hf-cloud-aws-context-discovery 83/100 · B | huggingface/skills | Discover the user's local AWS context (active profile, region, account ID, caller identity) at the start of any AWS task. Use this skill before any… |
| stage-decide 83/100 · B | Orkas-AI/Orkas-VideoStudio | Produces an evidence-bearing rough cut from real footage by finding, selecting, or reducing material, such as removing dead air or fillers and picking highlights. |
| upstash-redis 83/100 · B | github/awesome-copilot | Use Redis over HTTP from serverless and edge runtimes with @upstash/redis, and add rate limiting with @upstash/ratelimit. Use when the user mentions… |
| dispatching-parallel-agents 82/100 · B | obra/superpowers | Guides splitting two or more independent tasks, with no shared state or sequential dependencies, across parallel agents. |
| finishing-a-development-branch 82/100 · B | obra/superpowers | Guides deciding how to integrate completed work once implementation is finished and all tests pass. |
| ax-repo 82/100 · B | Necmttn/ax | Stars the ax repo, files issues or bug reports, or forks it and opens pull requests using the gh CLI on the user's behalf. |
| dojo 82/100 · B | Necmttn/ax | Runs a self-improvement loop over the ax graph using surplus plan quota, locking pending verdicts, backtesting routing classes, and drafting upstream issue reports. |
| efficient-dispatch 82/100 · B | Necmttn/ax | Routes mechanical subagent work to an explicit cheaper model while the main frontier model keeps judgment and review, and ax measures whether routing worked. |
| retro 82/100 · B | Necmttn/ax | Walks the user through an ax retrospective, triaging open proposals, confirming or overriding pending verdicts, and reviewing recent harness-hook effectiveness signals. |
| brainstorm 82/100 · B | NeoLabHQ/context-engineering-kit | Refines rough ideas into fully formed designs through collaborative questioning, alternative exploration, and incremental validation before writing code or implementation plans. |
| aesthetic-instrument 82/100 · B | avelikiy/great_cto | Defines great_cto's visual style, a dark surface ladder with one accent and two typefaces, as twelve checkable rules for its board, site, and reports. |
| anti-patterns 82/100 · B | avelikiy/great_cto | Lists known SDLC anti-patterns that agents must reject when reviewing architecture, plans, code, or post-mortems, used by the architect, pm, senior-dev, and l3-support agents. |
| committed-aesthetic 82/100 · B | avelikiy/great_cto | Explains how to write and use a skill that commits to one checkable aesthetic rather than a catalogue, so designs are executed consistently. |
| opportunity-solution-tree 82/100 · B | avelikiy/great_cto | Builds an Opportunity Solution Tree that maps a desired outcome to customer opportunities, possible solutions, and experiments, following Teresa Torres' Continuous Discovery Habits. |
| secrets-rotation 82/100 · B | avelikiy/great_cto | Handles exposed secrets, such as ones pasted into chat or committed, by treating them as compromised and making revocation and rotation one tracked task. |
| skeptical-triage 82/100 · B | avelikiy/great_cto | Filters false positives from findings and verdicts with a three-round self-challenge and arbiter pattern, when a false-positive block costs more than extra LLM turns. |
| album-dashboard 82/100 · B | bitwize-music-studio/claude-ai-music-skills | Shows a structured album progress dashboard with percentage complete per phase, blocking items, and status breakdown for a quick visual overview. |
| import-art 82/100 · B | bitwize-music-studio/claude-ai-music-skills | Places album art files in the correct audio and content directory locations. Use when the user has generated or downloaded album artwork that needs… |
| import-audio 82/100 · B | bitwize-music-studio/claude-ai-music-skills | Moves downloaded audio files, such as WAV files from Suno, to the correct album location with the proper path structure. |
| import-track 82/100 · B | bitwize-music-studio/claude-ai-music-skills | Moves track markdown files to the correct album location. Use when the user has track files in Downloads or other locations that need to be placed… |
| validate-album 82/100 · B | bitwize-music-studio/claude-ai-music-skills | Validates album directory structure, file locations, and content integrity. Use before release or whenever the user wants to check an album's… |
| voice-checker 82/100 · B | bitwize-music-studio/claude-ai-music-skills | Reviews lyrics and prose for AI-written patterns such as abstract noun stacking, over-explained metaphors, and cliche escalation, flagging issues as warnings without rewriting. |
| gke-ai-troubleshooting-tpu-reservation-stockout 82/100 · B | google/skills | Diagnose and resolve cluster-wide GKE TPU node pool creation or scale-up failures caused by Compute Engine reservation stockouts (GCE_STOCKOUT… |