Capability
Bundles assets or templates agent skills
Skills that ship templates, assets or other files the agent copies into its work.
Highest-scoring with this capability: let-fate-decide from trailofbits/skills (94/100), manual-tester from tronghieu/agent-skills (92/100) and tao-run-deft-object-detection from NVIDIA/skills (92/100).
- 325 listed skills
- 42 repositories
By category
AI Agents and LLM Engineering (45) · Security (42) · Science and Research (39) · Developer Tools and Frameworks (31) · Video, Image, Audio and Creative (29) · DevOps and Cloud (27) · Testing and QA (27) · Frontend and Design (17) · Data, Analytics and Databases (15) · Marketing and SEO (10) · Code Review and Code Quality (10) · Writing and Editing (8) · Business, Sales and Finance (7) · Documents and Office Files (7) · Productivity and Knowledge Work (6) · Product Management (5)
All 325 skills
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| Skill | Repository | What it does |
|---|---|---|
| ad-creative 83/100 · B | coreyhaines31/marketingskills | Generates, iterates, and scales ad creative, including headlines, descriptions, primary text, and full ad variations, for any paid advertising platform. |
| agent-experience 74/100 · C | browserbase/skills | Audits the developer experience of a product, SDK, or docs site by sending Claude subagents at it with only a tiny task prompt. |
| agentic-actions-auditor 89/100 · B | trailofbits/skills | Audits GitHub Actions workflows for security vulnerabilities where attacker-controlled input reaches AI agents like Claude Code Action, Gemini CLI, or Codex in CI/CD. |
| agile-product-owner 79/100 · C | infrasity-labs/dev-gtm-claude-skills | Supports agile product ownership by writing user stories and acceptance criteria, planning sprints, estimating story points, breaking down epics, and prioritizing the backlog. |
| algorithmic-art 84/100 · B | anthropics/skills | Creates original generative art with p5.js using seeded randomness and interactive parameter exploration, such as flow fields and particle systems. |
| analytical-method-validation 88/100 · B | K-Dense-AI/claude-scientific-skills | Plans, executes, and documents validation, verification, and transfer of analytical procedures under frameworks such as ICH Q2(R2), USP, and ISO/IEC 17025. |
| apollo-router 82/100 · B | apollographql/skills | Guides configuring and running Apollo Router for federated GraphQL supergraphs, generating YAML for v1.x and v2.x, covering routing, plugins, telemetry, security, and troubleshooting. |
| archify 87/100 · B | tt-a1i/archify | Creates validated architecture, workflow, sequence, data-flow, state, and class diagrams as standalone HTML with inline SVG and image, SVG, or WebM export. |
| architecture-diagram-creator 78/100 · C | mhattingpete/claude-skills-marketplace | Creates HTML architecture diagrams showing data flows, business objectives, features, technical architecture, and deployment for system documentation and high-level overviews. |
| audit-augmentation 85/100 · B | trailofbits/skills | Augments Trailmark code graphs with audit findings from SARIF results, weAudit annotations, and binary-analysis exports, mapping findings to graph nodes by file and line. |
| auteur 89/100 · B | agiwhitelist/auteur | Designs and builds complete web experiences, including landing pages, cinematic scroll-directed sites, and multi-screen products, as one consistent design system with generated assets. |
| avoid-ai-writing 82/100 · B | conorbronsdon/avoid-ai-writing | Audits and rewrites content to remove AI writing patterns, and supports a detect-only mode. |
| birdview 86/100 · B | Qiuner/birdview | Maps evidence-linked architecture, constraints and change scope, and reviews architecture improvement opportunities when requested or when a project enables auto mode. |
| blog 77/100 · C | infrasity-labs/dev-gtm-claude-skills | Routes blog requests to sub-skills for writing, rewriting, analysis, outlines, audits, schema, images, and multilingual publishing, optimized for Google rankings and AI citations. |
| blog-google 80/100 · B | infrasity-labs/dev-gtm-claude-skills | Connects blog performance work to Google APIs, covering PageSpeed Insights, Core Web Vitals, Search Console, URL Inspection, Indexing, GA4 organic traffic, and keyword research. |
| bmad-run-inspector 90/100 · A | tronghieu/agent-skills | Inspects and explains bmad-loop run artifacts for live health checks and post-run forensics, such as why a story failed or where tokens went. |
| capcut-edit 85/100 · B | renezander030/capcut-cli | Edits CapCut and JianYing video projects, including subtitles, timing, speed, volume, templates, animations, and cutting long-form video into shorts. |
| citation-management 89/100 · B | K-Dense-AI/claude-scientific-skills | Manages academic citations by searching OpenAlex, PubMed, and Google Scholar, extracting metadata, validating references, and generating formatted BibTeX entries. |
| cloud-monitoring-notification-channels-configuration 87/100 · B | google/skills | Generates Terraform HCL for Cloud Monitoring notification channels such as email, SMS, Slack, PagerDuty, Pub/Sub, and webhooks, and adds them to alerting policies. |
| cloud-trace-querying 89/100 · B | google/skills | Queries Cloud Trace spans, filters by latency or error status, correlates distributed traces with Cloud Logging, and diagnoses latency bottlenecks across Google Cloud services. |
| codeql 92/100 · A | trailofbits/skills | Scans a codebase for security vulnerabilities using CodeQL's interprocedural data flow and taint tracking analysis, with run-all and important-only scan modes. |
| creative-director 81/100 · B | smixs/creative-director-skill | Generates creative concepts using SIT, TRIZ, and lateral thinking, scores them against 6 weighted criteria, and refines them recursively to a 9+ threshold. |
| crypto-protocol-diagram 87/100 · B | trailofbits/skills | Extracts protocol message flow from source code, RFCs, papers, pseudocode, or ProVerif and Tamarin models and generates Mermaid sequence diagrams with cryptographic annotations. |
| cypress-skill 86/100 · B | LambdaTest/agent-skills | Generates Cypress end-to-end and component tests in JavaScript or TypeScript, supporting local execution and the TestMu AI cloud. |
| dashboard-creator 75/100 · C | mhattingpete/claude-skills-marketplace | Creates HTML dashboards with KPI metric cards, bar, pie, and line charts, progress indicators, and other data visualizations. |
| data-scientist 86/100 · B | tronghieu/agent-skills | Turns business questions into data analysis, validated models, and decision-ready reports, including dataset profiling, A/B test checks, and predictive modeling. |
| diagnosing-superpowers 90/100 · A | obra/superpowers | Diagnoses why a superpowers session went wrong, such as repeated work or ignored plans, and helps build a bug report for maintainers. |
| diagramming-code 89/100 · B | trailofbits/skills | Generates Mermaid diagrams from Trailmark code graphs, including call graphs, class hierarchies, module dependency maps, complexity heatmaps, and attack surface data flow visualizations. |
| dimensional-analysis 89/100 · B | trailofbits/skills | Audits code for unit and decimal-scaling bugs and annotates it with dimensional comments recording the units of each value. |
| fiction-studio 86/100 · B | tronghieu/agent-skills | Guides an author from a bare idea to a prose manuscript for a novel, novella, short story, or series, using specialist agents. |
| flowchart-creator 75/100 · C | mhattingpete/claude-skills-marketplace | Creates HTML flowcharts and process diagrams with decision trees, color-coded stages, arrows, and swimlanes. |
| gif-sticker-maker 75/100 · C | MiniMax-AI/skills | Converts photos of people, pets, objects, or logos into four animated GIF stickers with captions, including cartoon and Funko Pop styles. |
| google-cloud-solution-agentic-analytics-spark-knowledge-catalog 85/100 · B | google/skills | Discovers requirements and designs a governed agentic analytics solution using Knowledge Catalog and Managed Service for Apache Spark, with metadata governance. |
| google-cloud-solution-architecture 85/100 · B | google/skills | Discovers requirements interactively and designs multi-product system architectures, solution blueprints, and deployment recommendations for complex workloads on Google Cloud. |
| google-cloud-solution-hybrid-search-alloydb 85/100 · B | google/skills | Generates architecture, design, and deployment guidance for hybrid search systems combining semantic and keyword search, optimized for AlloyDB use cases. |
| google-cloud-solution-rag-enterprise-search-gke-sqldb 87/100 · B | google/skills | Generates architecture, design, and deployment guidance for a RAG-capable enterprise search system on Google Cloud, using a vector-enabled SQL database and Kubernetes containers. |
| graph-evolution 89/100 · B | trailofbits/skills | Compares Trailmark code graphs at two source snapshots to surface security-relevant structural changes, including new attack paths, complexity shifts, and blast radius growth. |
| hand-drawn-diagrams 79/100 · C | muthuishere/hand-drawn-diagrams | Creates hand-drawn Excalidraw diagrams, flows, explainers, wireframes, and page mockups, defaulting to monochrome sketch output. |
| hsb-ip-def 89/100 · B | NVIDIA/skills | Generates, validates, compares, or explains HSB HOLOLINK_def.svh macros, running bundled local Python scripts and writing validated .svh output files after the user confirms paths. |
| iam-helper-for-privileged-access-management 89/100 · B | google/skills | Manages the lifecycle of on-demand temporary access with Privileged Access Manager, including entitlements, access requests, and approving or denying pending grants. |
| isaac-mission-control-showcase 81/100 · B | NVIDIA/skills | Runs and validates an end-to-end Mission Control showcase using a local Isaac Sim GUI and a simulated robot in a warehouse scenario. |
| iso-standards-readiness 91/100 · A | K-Dense-AI/claude-scientific-skills | Prepares and structurally reviews readiness evidence for ISO 13485, ISO 14971, ISO/IEC 17025, and ISO 15189 standards, covering scope, controlled documents, and risk files. |
| lab-hardware-cad 86/100 · B | K-Dense-AI/claude-scientific-skills | Designs custom laboratory hardware as parametric build123d models and exports STEP, STL, and DXF files for fabrication. |
| let-fate-decide 94/100 · A | trailofbits/skills | Draws a Tarot spread to inject entropy into planning when prompts are vague or casually delegated, and interprets the spread to guide next steps. |
| literature-review 89/100 · B | K-Dense-AI/claude-scientific-skills | Conducts systematic, scoping, and narrative literature reviews using sources such as PubMed, arXiv, and bioRxiv, tracking search coverage and evidence limitations. |
| llm-wiki 80/100 · B | praneybehl/llm-wiki-plugin | Builds and maintains an LLM-curated knowledge base as linked Markdown from papers, articles, and notes, and answers questions with citations. |
| manual-tester 92/100 · A | tronghieu/agent-skills | Plans and runs manual test sessions of the running app in five modes, including exploratory, smoke, and assessment, and writes manual test plans. |
| minimax-docx 76/100 · C | MiniMax-AI/skills | Creates, edits, and formats Word DOCX documents with the OpenXML SDK for .NET, including filling existing documents and applying templates with XSD validation. |
| minimax-xlsx 76/100 · C | MiniMax-AI/skills | Opens, creates, reads, analyzes, edits, and validates Excel and CSV spreadsheet files, including formula recalculation, editing without format loss, and financial formatting standards. |
| naming 77/100 · C | glacierphonk/naming | Names products, SaaS, brands, open source projects, bots, and apps using a metaphor-driven process that produces memorable, meaningful names and avoids AI slop. |
| neuropixels-analysis 87/100 · B | K-Dense-AI/claude-scientific-skills | Analyzes Neuropixels extracellular recordings with SpikeInterface, covering data loading, preprocessing, drift correction, Kilosort4 spike sorting, quality metrics, and unit curation. |
| new-terraform-provider 74/100 · C | hashicorp/agent-skills | Scaffolds a new Terraform provider with the Plugin Framework, covering workspace layout, Go module setup, main.go, and a provider.go with schema and Configure. |
| nutrient-document-processing 82/100 · B | PSPDFKit-labs/nutrient-agent-skill | Processes documents with Nutrient DWS Processor for PDF generation and conversion, OCR, redaction, watermarking, signing, password protection, optimization, and PDF/A or PDF/UA output. |
| onekgpd 87/100 · B | K-Dense-AI/claude-scientific-skills | Queries the 1000 Genomes Project dataset to find which individuals carry specific variants, return variants with allele frequencies, and check relatedness between individuals. |
| physical-ai-defect-image-generation 79/100 · C | NVIDIA/skills | Orchestrates defect image generation with NVIDIA Cosmos AnomalyGen on OSMO for PCBA, metal surface, and glass inspection, including setup, finetuning checkpoints, and deployment configuration. |
| physical-ai-video-data-augmentation 83/100 · B | NVIDIA/skills | Runs video data augmentation and auto-labeling workflows on OSMO, covering flow selection, preflight, submit-time interpolation, monitoring, and output retrieval. |
| pkpd-modeling 88/100 · B | K-Dense-AI/claude-scientific-skills | Supports pharmacokinetic and pharmacodynamic modelling and simulation, including non-compartmental analysis, population PK, exposure-response, bioequivalence, and dosing regimen evaluation from concentration-time data. |
| playwright-skill 86/100 · B | LambdaTest/agent-skills | Generates Playwright automation scripts and end-to-end tests in TypeScript, JavaScript, Python, Java, or C#, run locally or on TestMu AI cloud. |
| primer-design 87/100 · B | K-Dense-AI/claude-scientific-skills | Designs and audits PCR and RT-qPCR primers with Primer3, including off-target amplification searches, existing primer checks, and in-silico PCR and BLAST screening. |
| product-manager-toolkit 79/100 · C | infrasity-labs/dev-gtm-claude-skills | Supports product managers with RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategy. |
| product-strategist 79/100 · C | infrasity-labs/dev-gtm-claude-skills | Helps product leaders generate OKR cascades, quarterly plans, roadmaps, competitive analyses, product vision documents, and team structure or hiring proposals. |
| relsa-severity-assessment 88/100 · B | K-Dense-AI/claude-scientific-skills | Combines welfare readouts from laboratory animal studies into a daily severity score per animal and forecasts which animals may reach a humane endpoint. |
| remix-graphic-ad-from-reference 83/100 · B | gooseworks-ai/goose-skills | Recreates a static graphic ad from a reference image with a new product and copy, keeping its layout, via GPT Image 2. |
| render-chatgpt-chat 81/100 · B | gooseworks-ai/goose-skills | Assembles a ChatGPT chat-reveal video ad from thread and timeline JSON, using a recorded mobile chat and a designed end card. |
| render-whiteboard-explainer 81/100 · B | gooseworks-ai/goose-skills | Assembles a whiteboard explainer video ad from a beats file, with narration, a hand-lettered title, bulleted rows and traced drawings. |
| safe-browser 75/100 · C | browserbase/skills | Builds constrained-browser agents whose safe_browser tool enforces a domain allowlist, so an agent can browse without raw browser, shell, or CDP access. |
| scientific-writing 87/100 · B | K-Dense-AI/claude-scientific-skills | Drafts, revises, and audits scientific manuscripts or reports with evidence provenance, reporting-guideline coverage, authorship accountability, confidentiality controls, and local consistency checks. |
| selenium-skill 86/100 · B | LambdaTest/agent-skills | Generates Selenium WebDriver automation scripts and tests in Java, Python, JavaScript, C#, Ruby, or PHP, run locally or on TestMu AI cloud. |
| semgrep 92/100 · A | trailofbits/skills | Runs a Semgrep security scan over a codebase, detecting languages, selecting rulesets, requiring approval of the plan, and merging output to SARIF. |
| seo-cluster 83/100 · B | AgriciDaniel/claude-seo | Clusters keywords by search result overlap and designs a hub-and-spoke content architecture with internal links, for planning rather than article production. |
| seo-google 86/100 · B | AgriciDaniel/claude-seo | Retrieves Google data from Search Console, PageSpeed Insights, CrUX, the Indexing API, and GA4 on Core Web Vitals, indexation, search performance, and organic traffic. |
| seo-plan 83/100 · B | AgriciDaniel/claude-seo | Builds strategic SEO plans for new or existing websites, with industry templates, competitive analysis, content strategy, and an implementation roadmap. |
| skill-creator 83/100 · B | anthropics/skills | Guides creating new skills, improving existing ones, running evals, benchmarking skill performance with variance analysis, and optimizing a skill's description for better triggering. |
| slicing-code-context 89/100 · B | trailofbits/skills | Selects bounded, graph-informed source slices with Trailmark and delegates focused code analysis or patch-proposal work to a smaller subagent. |
| slidewright 90/100 · A | tronghieu/agent-skills | Builds interactive presentation websites for slide decks projected to a room, including slide editing, deck restyling, phone remote control, and PDF export. |
| strategy-board 84/100 · B | tronghieu/agent-skills | Runs a C-level strategy advisory board of specialist agents that takes an executive from a strategic question to a defended recommendation. |
| supabase 81/100 · B | supabase/agent-skills | Guides work on Supabase projects, including Database, Auth, Edge Functions, Realtime, Storage, client libraries, migrations, security audits, and debugging errors. |
| systems-paper-writing 77/100 · C | Orchestra-Research/AI-Research-SKILLs | Guides writing systems papers for OSDI, SOSP, ASPLOS, NSDI, and EuroSys with structural blueprints, writing patterns, venue checklists, reviewer guidelines, LaTeX templates, and deadlines. |
| tao-analyze-detection-kpi 90/100 · A | NVIDIA/skills | Runs TAO Data Services KPI analysis for object detection, comparing inference annotations with ground truth to compute per-class TP/FP/FN/TN, precision, recall, accuracy, and AP. |
| tao-run-deft-cr-its-mining 87/100 · B | NVIDIA/skills | Runs a mining-based DEFT improvement loop for ITS Cosmos-Reason binary video questions, focusing on classification and evaluation without reasoning, driven by gap analysis. |
| tao-run-deft-object-detection 92/100 · A | NVIDIA/skills | Runs the DEFT data augmentation loop for Grounding DINO object detection, with baseline inference, gap analysis, unique-neighbor mining, retraining, and source pool preparation. |
| tao-validate-recipe-transfer 88/100 · B | NVIDIA/skills | Ports a published computer vision paper's code and training recipe onto a customer's dataset, and diagnoses why such transfers give bad results. |
| technical-doc-creator 78/100 · C | mhattingpete/claude-skills-marketplace | Creates HTML technical documentation with code blocks, API workflows, system architecture diagrams, and syntax highlighting for API references and developer documentation. |
| timeline-creator 75/100 · C | mhattingpete/claude-skills-marketplace | Creates HTML timelines and project roadmaps with Gantt charts, milestones, phase groupings, and progress indicators. |
| trailmark-finding-triage 91/100 · A | trailofbits/skills | Performs graph-assisted triage of a single security finding, SARIF result, or suspicious function using Trailmark reachability, taint, privilege-boundary, and blast-radius evidence. |
| treatment-plans 91/100 · A | K-Dense-AI/claude-scientific-skills | Formats and structurally validates treatment-plan documentation after licensed professionals have supplied and verified clinical decisions, without making clinical decisions itself. |
| ux-researcher-designer 79/100 · C | infrasity-labs/dev-gtm-claude-skills | Supports UX research and design work, including persona generation, journey mapping, usability testing frameworks, and research synthesis. |
| vox-director 85/100 · B | Alisa0808/vox-director | Turns one topic into a Vox-style paper-collage explainer or ad video, automating script, motion, voice-over, music, and captions via Atlas Cloud and ffmpeg. |
| vss-deploy-detection-tracking-2d 90/100 · A | NVIDIA/skills | Deploys, runs, debugs, tears down, and calls the REST API of the RTVI-CV 2D detection and tracking microservice. |
| warp-eval 85/100 · B | NVIDIA/skills | Evaluates whether an existing hot path is a credible NVIDIA Warp candidate, such as irregular spatial queries, particle or geometry simulation, or branch-heavy loops. |
| yara-rule-authoring 86/100 · B | trailofbits/skills | Guides authoring of YARA-X detection rules for malware identification, covering naming conventions, string selection, performance optimization, migration from legacy YARA, and false positive reduction. |
| 13c-metabolic-flux 87/100 · B | K-Dense-AI/claude-scientific-skills | Estimates intracellular metabolic fluxes from steady-state carbon-13 isotope-tracing measurements using validated atom maps, mfapy isotope… |
| acquire-codebase-knowledge 87/100 · B | github/awesome-copilot | Use this skill when the user explicitly asks to map, document, or onboard into an existing codebase. Trigger for prompts like "map this codebase"… |
| address-sanitizer 84/100 · B | trailofbits/skills | Builds and runs code under AddressSanitizer to catch buffer overflows, use-after-free, and other memory errors during fuzzing or tests. Covers… |
| aflpp 73/100 · C | trailofbits/skills | Sets up and runs AFL++ for multi-core fuzzing of C/C++ projects built with afl-clang-fast or afl-gcc-fast. Covers instrumentation modes, parallel… |
| algorand-vulnerability-scanner 84/100 · B | trailofbits/skills | Scans Algorand smart contracts for 11 common vulnerabilities including rekeying attacks, unchecked transaction fees, missing field validations, and… |
| alpha-insights 65/100 · D | Ericyoung-183/alpha-insights | Business Analyst Skill. Triggered when users ask about business analysis, industry research, competitive analysis, product analysis, business model… |
| amazon-bedrock 71/100 · C | aws/agent-toolkit-for-aws | Builds generative AI applications on Amazon Bedrock. Covers model invocation (Converse API, InvokeModel), RAG with Knowledge Bases, Bedrock Agents… |
| amazon-elasticache 78/100 · C | aws/agent-toolkit-for-aws | Activate when developers have latent caching needs: slow API responses, database read bottlenecks, DynamoDB throttling or cost, RDS/Aurora scaling… |
| amazon-keyspaces 71/100 · C | aws/agent-toolkit-for-aws | Provides authoritative compatibility checks, pricing estimates, connection troubleshooting, pre-warming guidance, and infrastructure mutations for… |
Show the other 225 skills
| Skill | Repository | What it does |
|---|---|---|
| amazon-opensearch-service 78/100 · C | aws/agent-toolkit-for-aws | Guides migration, provisioning, search, log-analytics, trace-analytics, and Agentic AI Assistant workflows for Amazon OpenSearch Service and… |
| Suede AI Android App Factory Skills 91/100 · A | JasonColapietro/suede-creator-skills | Suede AI Android App Factory Skills. Use when asked to "build an Android app" or modernize a Kotlin/Compose product: architecture, policy, privacy… |
| aspnet-core 77/100 · C | openai/skills | Build, review, refactor, or architect ASP.NET Core web applications using current official guidance for .NET web development. Use when working on… |
| atheris 84/100 · B | trailofbits/skills | Sets up and runs Atheris, the coverage-guided Python fuzzer built on libFuzzer. Covers TestOneInput harnesses, FuzzedDataProvider, instrumenting… |
| audit-context-building 86/100 · B | trailofbits/skills | Understand a codebase before looking for bugs in it - what each function assumes, what it guarantees, and what it depends on elsewhere. Use when… |
| audit-prep-assistant 88/100 · B | trailofbits/skills | Prepares codebases for security review using Trail of Bits' checklist. Helps set review goals, runs static analysis tools, increases test coverage… |
| autoresearch 66/100 · D | Orchestra-Research/AI-Research-SKILLs | Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations with clear… |
| aws-database 81/100 · B | aws/agent-toolkit-for-aws | Routes any task involving AWS databases — choosing, comparing, recommending, getting started with, or operating a database — to the correct… |
| aws-lambda-managed-instances 76/100 · C | aws/agent-toolkit-for-aws | Evaluates, configures, and migrates workloads to AWS Lambda Managed Instances (LMI). Runs Lambda Event Functions (standard Lambda) on EC2 instances… |
| aws-marketplace-metering 75/100 · C | aws/agent-toolkit-for-aws | Deploys, queries, and debugs AWS Marketplace usage-based (PAYG) metering — the pipeline (ResolveCustomer, BatchMeterUsage, EventBridge via SAM) and… |
| aws-observability 71/100 · C | aws/agent-toolkit-for-aws | Builds, configures, debugs, and optimizes AWS observability - operator-symptom questions and detecting Omni vs classic CloudWatch. CloudWatch on an… |
| aws-serverless 66/100 · D | aws/agent-toolkit-for-aws | Routes serverless requests to a compute form factor and the skill that owns it. Applies first to Lambda, API Gateway, EventBridge, Step Functions… |
| aws-step-functions 83/100 · B | aws/agent-toolkit-for-aws | Authors and edits AWS Step Functions state machines: writes Amazon States Language (ASL) in JSONata, and chooses and structures state types (Task… |
| aws-well-architected-review 76/100 · C | aws/agent-toolkit-for-aws | Performs a full AWS Well-Architected Framework review evaluating every framework question across all pillars discovered from the live AWS… |
| azure-architecture-autopilot 75/100 · C | github/awesome-copilot | Design Azure infrastructure using natural language, or analyze existing Azure resources to auto-generate architecture diagrams, refine them through… |
| azure-kubernetes-app-deploy 76/100 · C | microsoft/azure-skills | Use when deploying an existing web application or API to an already-running Azure Kubernetes Service cluster. Detects the framework, generates a… |
| azure-resource-visualizer 77/100 · C | github/awesome-copilot | Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. Use this… |
| azure-resource-visualizer 72/100 · C | microsoft/azure-skills | Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. WHEN… |
| batch-files 75/100 · C | github/awesome-copilot | Expert-level Windows batch file (.bat/.cmd) skill for writing, debugging, and maintaining CMD scripts. Use when asked to "create a batch file"… |
| bigtable-basics 87/100 · B | google/skills | Assists in provisioning instances/tables, designing performant schemas, and querying data in Bigtable. Use when designing Bigtable row keys… |
| brand 72/100 · C | nextlevelbuilder/ui-ux-pro-max-skill | Brand voice, visual identity, messaging frameworks, asset management, brand consistency. Activate for branded content, tone of voice, marketing… |
| bug-receipt 72/100 · C | github/awesome-copilot | Close defects and incidents with a BUG RECEIPT and VERIFIED, PARTIAL, or BLOCKED status after diagnosis, repair, or recovery. |
| burpsuite-project-parser 88/100 · B | trailofbits/skills | Searches and explores Burp Suite project files (.burp) from the command line. Use when searching response headers or bodies with regex patterns… |
| cairo-vulnerability-scanner 84/100 · B | trailofbits/skills | Scans Cairo/StarkNet smart contracts for 6 critical vulnerabilities including felt252 arithmetic overflow, L1-L2 messaging issues, address… |
| cantera 87/100 · B | K-Dense-AI/claude-scientific-skills | Runs Cantera homogeneous chemical reactors and evaluates ignition delay with mechanism provenance, conservation checks, and numerical refinement… |
| cargo-fuzz 84/100 · B | trailofbits/skills | Sets up and runs cargo-fuzz, the standard fuzzing tool for Cargo-based Rust projects. Covers cargo fuzz init, the nightly toolchain requirement… |
| cellprofiler 79/100 · C | K-Dense-AI/claude-scientific-skills | Runs reproducible CellProfiler microscopy pipelines for nuclear segmentation, cell counts, and per-object fluorescence measurements. Supports… |
| chrome-mcp-troubleshooting 87/100 · B | trailofbits/skills | Diagnose and fix Claude in Chrome MCP extension connectivity issues. Use when mcp__claude-in-chrome__* tools fail, return "Browser extension is not… |
| clinical-decision-support 79/100 · C | K-Dense-AI/claude-scientific-skills | Prepares and validates research-only clinical decision-support evaluation, evidence-profile, cohort, survival, biomarker/model, privacy, and… |
| clinical-reports 79/100 · C | K-Dense-AI/claude-scientific-skills | Creates safety-bounded draft structures and runs local deterministic checks for clinical case, diagnostic, trial, safety, and aggregate research… |
| cloudflare-deploy 77/100 · C | openai/skills | Deploy applications and infrastructure to Cloudflare using Workers, Pages, and related platform services. Use when the user asks to deploy, host… |
| code-maturity-assessor 84/100 · B | trailofbits/skills | Systematic code maturity assessment using Trail of Bits' 9-category framework. Analyzes codebase for arithmetic safety, auditing practices, access… |
| code-reviewer 76/100 · C | infrasity-labs/dev-gtm-claude-skills | Code review automation for TypeScript, JavaScript, Python, Go, Swift, Kotlin, C#, .NET, Java, C, C++, Rust, Ruby, PHP, and Dart/Flutter. Analyzes… |
| constant-time-analysis 89/100 · B | trailofbits/skills | Detects timing side-channel vulnerabilities in cryptographic code. Use when implementing or reviewing crypto code, encountering division on secrets… |
| constant-time-testing 88/100 · B | trailofbits/skills | Measures timing side channels in cryptographic implementations by running them, using dudect for statistical analysis and Timecop over Valgrind for… |
| context-engineering-collection 76/100 · C | muratcankoylan/Agent-Skills-for-Context-Engineering | A comprehensive collection of Agent Skills for context engineering, harness engineering, multi-agent architectures, and production agent systems… |
| copilot-pr-autopilot 73/100 · C | github/awesome-copilot | Copilot left 14 review comments on your PR — half are nits. Hours of fix → reply → resolve → re-request, and each round lands MORE comments. This… |
| cosmos-vulnerability-scanner 84/100 · B | trailofbits/skills | Scans Cosmos SDK blockchain modules and CosmWasm contracts for consensus-critical vulnerabilities — chain halts, fund loss, state divergence. 25… |
| coverage-analysis 76/100 · C | trailofbits/skills | Measures and interprets what a fuzzing campaign actually reaches, using llvm-cov, lcov, or a fuzzer's own coverage output. Covers baselining a new… |
| create-apple-notes-mockup 73/100 · C | gooseworks-ai/goose-skills | Render pixel-accurate Apple Notes (iPhone, light mode) screenshot mockups from a JSON note spec. Outputs HTML + PNG at the iPhone 16/15 Pro native… |
| create-chatgpt-mockup 76/100 · C | gooseworks-ai/goose-skills | Render pixel-accurate ChatGPT mobile (iOS) screen mockups in light mode from a thread JSON. Supports user text bubbles, user image attachments… |
| create-imessage-mockup 73/100 · C | gooseworks-ai/goose-skills | Render pixel-accurate iMessage screenshot mockups (DM or group) from a thread JSON. Supports minimal, with-keyboard, and full iPhone 15 Pro frame… |
| cuopt-numerical-optimization-api 79/100 · C | NVIDIA/skills | LP, MILP, and QP (beta) with cuOpt — Python, C, and CLI. Use when the user is solving LP, MILP, or QP with any cuOpt interface. |
| cuopt-routing-api-python 76/100 · C | NVIDIA/skills | Vehicle routing (VRP, TSP, PDP) with cuOpt — Python API only. Use when the user is building or solving routing in Python. |
| cuopt-server-api-python 76/100 · C | NVIDIA/skills | cuOpt REST server — start server, endpoints, Python/curl client examples. Use when the user is deploying or calling the REST API. |
| d365-solution-blueprint 82/100 · B | github/awesome-copilot | Authors a Dynamics 365 Finance and Supply Chain Management Solution Blueprint from scratch through a structured, section-by-section architect… |
| daily-focus-board 83/100 · B | github/awesome-copilot | 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… |
| deeptools 81/100 · B | K-Dense-AI/claude-scientific-skills | NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for ChIP-seq, RNA-seq, ATAC-seq… |
| design-system 83/100 · B | nextlevelbuilder/ui-ux-pro-max-skill | Token architecture, component specifications, and slide generation. Three-layer tokens (primitive→semantic→component), CSS variables… |
| devcontainer-setup 87/100 · B | trailofbits/skills | Creates devcontainers with Claude Code, language-specific tooling (Python/Node/Rust/Go), and persistent volumes. Use when adding devcontainer… |
| diffdock 89/100 · B | K-Dense-AI/claude-scientific-skills | Predicts protein-small-molecule binding poses with DiffDock and DiffDock-L from PDB or sequence plus SMILES/SDF/MOL2. Covers batch docking, pose… |
| differential-review 86/100 · B | trailofbits/skills | Performs security-focused differential review of code changes. Adapts analysis depth to codebase size, uses git blame for context, calculates blast… |
| doublecheck 69/100 · D | github/awesome-copilot | Three-layer verification pipeline for AI output. Extracts verifiable claims, finds supporting or contradicting sources via web search, runs… |
| draw-io-diagram-generator 82/100 · B | github/awesome-copilot | Use when creating, editing, or generating draw.io diagram files (.drawio, .drawio.svg, .drawio.png). Covers mxGraph XML authoring, shape libraries… |
| dwarf-expert 86/100 · B | trailofbits/skills | Analyzes DWARF debug information in compiled binaries. Use when inspecting .debug_* sections, DIE trees, or DW_TAG_/DW_AT_ entries with… |
| embedded-captions 82/100 · B | heygen-com/hyperframes | Add captions or subtitles to an existing single-subject talking-head video without editing the footage. Use for plain verbatim captions, cinematic… |
| entry-point-analyzer 87/100 · B | trailofbits/skills | Analyzes smart contract codebases to identify state-changing entry points for security auditing. Detects externally callable functions that modify… |
| eval-engineering 82/100 · B | langchain-ai/langchain-skills | Inspect an agent repository and optional traces, interview the user, write reviewed Task Specs, build and audit Harbor tasks, and bootstrap reusable… |
| excalidraw-diagram-generator 74/100 · C | github/awesome-copilot | Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process"… |
| exploratory-data-analysis 81/100 · B | K-Dense-AI/claude-scientific-skills | Performs bounded, local exploratory analysis of explicitly supported scientific files. Supports redacted CSV/TSV/JSON profiles; optional NumPy… |
| figma 74/100 · C | openai/skills | Use the Figma MCP server to fetch design context, screenshots, variables, and assets from Figma, and to translate Figma nodes into production code… |
| figma-code-connect-components 82/100 · B | openai/skills | Connects Figma design components to code components using Code Connect mapping tools. Use when user says "code connect", "connect this component to… |
| figma-create-design-system-rules 74/100 · C | openai/skills | Generates custom design system rules for the user's codebase. Use when user says "create design system rules", "generate rules for my project", "set… |
| figma-create-new-file 71/100 · C | openai/skills | Create a new blank Figma file. Use when the user wants to create a new Figma design or FigJam file, or when you need a new file before calling… |
| figma-generate-design 75/100 · C | openai/skills | Use this skill alongside figma-use when the task involves translating an application page, view, or multi-section layout into Figma. Triggers… |
| figma-generate-library 79/100 · C | openai/skills | Build or update a professional-grade design system in Figma from a codebase. Use when the user wants to create variables/tokens, build component… |
| figma-implement-design 77/100 · C | openai/skills | Translates Figma designs into production-ready application code with 1:1 visual fidelity. Use when implementing UI code from Figma files, when user… |
| figma-use 77/100 · C | openai/skills | **MANDATORY prerequisite** — you MUST invoke this skill BEFORE every `use_figma` tool call. NEVER call `use_figma` directly without loading this… |
| firebase-apk-scanner 89/100 · B | trailofbits/skills | Scans Android APKs for Firebase security misconfigurations including open databases, storage buckets, authentication issues, and exposed cloud… |
| fp-check 93/100 · A | trailofbits/skills | Systematically verifies suspected security bugs to eliminate false positives, producing a TRUE POSITIVE or FALSE POSITIVE verdict with documented… |
| frontend-dev 67/100 · D | MiniMax-AI/skills | Full-stack frontend development combining premium UI design, cinematic animations, AI-generated media assets, persuasive copywriting, and visual… |
| fuzzing-dictionary 84/100 · B | trailofbits/skills | Builds and applies fuzzing dictionaries so a fuzzer can produce the keywords, magic bytes, and tokens a target expects. Covers extracting tokens… |
| fuzzing-obstacles 84/100 · B | trailofbits/skills | Patches past the barriers that stop a fuzzer making progress — checksum and hash verification, magic-value validation, time-based seeds, and other… |
| game-engine 80/100 · B | github/awesome-copilot | Expert skill for building web-based game engines and games using HTML5, Canvas, WebGL, and JavaScript. Use when asked to create games, build game… |
| genotoxic 87/100 · B | trailofbits/skills | Graph-informed mutation testing triage. Parses codebases with Trailmark, runs mutation testing and necessist, then uses survived mutants… |
| geofeed-tuner 72/100 · C | github/awesome-copilot | Use this skill whenever the user mentions IP geolocation feeds, RFC 8805, geofeeds, or wants help creating, tuning, validating, or publishing a… |
| gh-address-comments 62/100 · D | openai/skills | Help address review/issue comments on the open GitHub PR for the current branch using gh CLI; verify gh auth first and prompt the user to… |
| gh-cli 78/100 · C | trailofbits/skills | Enforces authenticated gh CLI workflows over unauthenticated curl, WebFetch, and MCP fetch patterns. Use when working with GitHub URLs, API access… |
| gh-fix-ci 73/100 · C | openai/skills | Use when a user asks to debug or fix failing GitHub PR checks that run in GitHub Actions; use `gh` to inspect checks and logs, summarize failure… |
| github-triage 86/100 · B | trailofbits/skills | Triages a repository's open GitHub issues and pull requests via the gh CLI. Optionally reviews and merges ready PRs — incrementally merging passing… |
| gke-app-onboarding 87/100 · B | google/skills | Manages GKE application onboarding, covering containerization, deployment manifests, and migration. Use when onboarding or deploying an application… |
| gke-cluster-autoscaler 87/100 · B | google/skills | Trigger on mention of GKE cluster autoscaler, node autoscaling, node pool auto-creation / node auto-provisioning. Provides guidance on enabling and… |
| gke-compute-classes 84/100 · B | google/skills | Configures, optimizes, and troubleshoots GKE ComputeClasses. Use when configuring Spot VMs with on-demand fallback, targeting specific accelerators… |
| gke-cost-optimization 84/100 · B | google/skills | Optimizes GKE costs, rightsizes workloads, and configures Spot VMs, CUDs, cost allocation, and resource quotas. Use when optimizing GKE cluster or… |
| gke-golden-path 84/100 · B | google/skills | Provides GKE golden path configuration defaults, production readiness checklists, and cluster default patterns. Use when designing GKE clusters… |
| gke-service-networking 84/100 · B | google/skills | Configures GKE edge networking, traffic routing, load balancing, and private service endpoints. Use when configuring Gateway API manifests, standard… |
| gke-workload-scaling 84/100 · B | google/skills | Manages scaling for GKE workloads using HPA and VPA. Use when configuring Horizontal Pod Autoscaler (HPA), configuring Vertical Pod Autoscaler… |
| gke-workload-security 84/100 · B | google/skills | Audits, configures, and hardens workload-level security controls for Google Kubernetes Engine (GKE) applications and namespaces. Covers running… |
| google-cloud-solution-agentic-ai-bidirectional-streaming 87/100 · B | google/skills | Guides agents to interactively discover customer requirements for live, bidirectional multi-agent AI systems that process continuous streams of… |
| google-cloud-solution-agentic-ai-borderless-data-lakehouse 85/100 · B | google/skills | Discovers requirements and designs a borderless open data lakehouse using Lakehouse for Apache Iceberg and BigQuery data agents. Use when… |
| google-cloud-solution-agentic-ai-data-science-workflow 87/100 · B | google/skills | Designs a tailored multi-product agentic data science architecture on Google Cloud that incorporates opinionated best practices. Use when… |
| google-cloud-solution-build-deploy-agents 87/100 · B | google/skills | Designs, builds, and deploys AI agents or multi-agent systems on Google Cloud. Provides an interactive workflow to gather requirements, recommend a… |
| google-cloud-solution-guided-gke-ai-migration 79/100 · C | google/skills | Guides the migration of existing AI workloads (Cloud Run, Gemini API, Gemini Enterprise Agent Platform) to self-hosted GKE inference using gcloud… |
| google-cloud-solution-multi-agent-security 86/100 · B | google/skills | Designs, deploys, and secures Google Cloud Agent Gateway solutions. Use when the user needs to configure multi-agent security, ingress… |
| google-cloud-solution-n-tier-serverless-web-app 87/100 · B | google/skills | Assists in designing and implementing secure n-tier serverless web applications and microservices on Google Cloud. Use when users need architecture… |
| guidelines-advisor 84/100 · B | trailofbits/skills | Smart contract development advisor based on Trail of Bits' best practices. Analyzes codebase to generate documentation/specifications, review… |
| harness-writing 76/100 · C | trailofbits/skills | Designs and improves fuzzing harnesses for C/C++ and Rust. Covers mapping raw bytes onto a target API, generating structured inputs, avoiding… |
| hyperframes-creative 82/100 · B | heygen-com/hyperframes | Non-animation creative direction for HyperFrames videos. Use for design spec (frame.md / design.md) handling, palettes, typography, narration, beat… |
| hypogenic 93/100 · A | K-Dense-AI/claude-scientific-skills | Plans and audits use of ChicagoHAI HypoGeniC/HypoRefine for LLM-assisted hypothesis generation from labeled text datasets. Use for the `hypogenic`… |
| hypothesis-generation 79/100 · C | K-Dense-AI/claude-scientific-skills | Formulates evidence-bounded scientific questions, candidate hypotheses, rival explanations, causal or associational claims, discriminating… |
| interpreting-culture-index 89/100 · B | trailofbits/skills | Interprets Culture Index (CI) surveys, behavioral profiles, and personality assessment data. Supports individual profile interpretation, team… |
| jetson-customize-mgbe 83/100 · B | NVIDIA/skills | Enable Jetson Thor 25G/10G/1G MGBE QSFP via kernel-DT overlay. Do NOT use for UPHY lane allocation or ODMDATA edits. |
| job-search 67/100 · D | infrasity-labs/dev-gtm-claude-skills | Search for jobs matching my resume and preferences |
| jupyter-notebook 76/100 · C | openai/skills | Use when the user asks to create, scaffold, or edit Jupyter notebooks (`.ipynb`) for experiments, explorations, or tutorials; prefer the bundled… |
| latex-posters 89/100 · B | K-Dense-AI/claude-scientific-skills | Creates research posters in LaTeX using beamerposter, tikzposter, or baposter. Use for conference posters, academic presentations, multi-column… |
| libafl 76/100 · C | trailofbits/skills | Builds custom fuzzers with LibAFL, the modular Rust fuzzing library. Covers composing observers, feedbacks, mutators, schedulers, and executors into… |
| libfuzzer 76/100 · C | trailofbits/skills | Sets up and runs libFuzzer, the coverage-guided fuzzer built into LLVM, on C/C++ code that compiles with Clang. Covers harness structure… |
| linear 72/100 · C | openai/skills | Manage issues, projects & team workflows in Linear. Use when the user wants to read, create or updates tickets in Linear. |
| make-blog-post 84/100 · B | github/awesome-copilot | 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… |
| make-repo-contribution 71/100 · C | github/awesome-copilot | All changes to code must follow the guidance documented in the repository. Before any issue is filed, branch is made, commits generated, or pull… |
| markdown-mermaid-writing 87/100 · B | K-Dense-AI/claude-scientific-skills | Writes scientific Markdown documentation and Mermaid diagrams for workflows, relationships, timelines, and schemas. Provides syntax references… |
| market-research-reports 87/100 · B | K-Dense-AI/claude-scientific-skills | Builds evidence-traceable market research reports and assumption-driven market sizing or forecast scenarios. Use for market definition, industry and… |
| matlab 89/100 · B | K-Dense-AI/claude-scientific-skills | Builds, reviews, migrates, and plans MATLAB or GNU Octave numerical workflows. Use for arrays, tabular/time data, tests, projects, graphics, MAT… |
| mermaid-to-proverif 87/100 · B | trailofbits/skills | Translates Mermaid sequenceDiagrams describing cryptographic protocols into ProVerif formal verification models (.pv files). Use when generating a… |
| microsoft-store-publisher 82/100 · B | github/awesome-copilot | Prepare, validate, submit, and monitor Windows desktop apps in Microsoft Partner Center. Use for MSIX packaging, Store identity, listings, WACK… |
| migrate-to-msk 78/100 · C | aws/agent-toolkit-for-aws | Helps migrate self-managed Apache Kafka workloads to Amazon MSK Express. Inventories the source cluster (from IaC files, Kafka CLI output, or manual… |
| ml-paper-writing 67/100 · D | Orchestra-Research/AI-Research-SKILLs | Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments… |
| modern-python 87/100 · B | trailofbits/skills | Configures Python projects with modern tooling (uv, ruff, ty). Use when creating projects, writing standalone scripts, or migrating from… |
| mutation-testing 89/100 · B | trailofbits/skills | Configures mewt or muton campaigns, analyzes surviving mutants, and investigates bugs exposed by testing gaps. Use when setting up mutation testing… |
| nano-banana-pro-openrouter 76/100 · C | github/awesome-copilot | Generate or edit images via OpenRouter with the Gemini 3 Pro Image model. Use for prompt-only image generation, image edits, and multi-image… |
| napkin 69/100 · D | github/awesome-copilot | Visual whiteboard collaboration for Copilot CLI. Creates an interactive whiteboard that opens in your browser — draw, sketch, add sticky notes, then… |
| nemo-relay-install 81/100 · B | NVIDIA/skills | Use this skill when choosing or running NeMo Relay installation for the CLI, Python, Node.js, Rust, OpenClaw, Hermes, or maintained framework… |
| nemotron-asr-finetune 78/100 · C | NVIDIA/skills | Orchestration skill for NVIDIA Nemotron Speech (Riva) / NeMo ASR domain and language adaptation. Given a goal like "improve/fine-tune ASR for my… |
| nemotron-policy-generator 75/100 · C | NVIDIA/skills | Generates BYO custom safety policies for NVIDIA Nemotron content-safety guardrails — Nemotron-Content-Safety-Reasoning-4B (text) and multimodal… |
| netlify-deploy 77/100 · C | openai/skills | Deploy web projects to Netlify using the Netlify CLI (`npx netlify`). Use when the user asks to deploy, host, publish, or link a site/repo on… |
| nmrglue 87/100 · B | K-Dense-AI/claude-scientific-skills | Processes calibrated one-dimensional complex NMR free-induction decays with nmrglue into phased spectra, peak candidates, and signed integration… |
| notion-knowledge-capture 74/100 · C | openai/skills | Capture conversations and decisions into structured Notion pages; use when turning chats/notes into wiki entries, how-tos, decisions, or FAQs with… |
| notion-meeting-intelligence 74/100 · C | openai/skills | Prepare meeting materials with Notion context and Codex research; use when gathering context, drafting agendas/pre-reads, and tailoring materials to… |
| notion-research-documentation 74/100 · C | openai/skills | Research across Notion and synthesize into structured documentation; use when gathering info from multiple Notion sources to produce briefs… |
| notion-spec-to-implementation 74/100 · C | openai/skills | Turn Notion specs into implementation plans, tasks, and progress tracking; use when implementing PRDs/feature specs and creating Notion plans +… |
| nvflare-convert-huggingface 87/100 · B | NVIDIA/skills | Convert existing Hugging Face Transformers Trainer or TRL SFTTrainer training code into an NVFLARE federated job using flare.patch(trainer), local… |
| nvflare-convert-lightning 83/100 · B | NVIDIA/skills | Convert existing PyTorch Lightning training code into an NVFLARE federated job using the Lightning Client API patch, local validation, and job… |
| nvflare-convert-pytorch 85/100 · B | NVIDIA/skills | Convert existing plain or manual PyTorch training code into an NVFLARE federated job using Client API model exchange, local validation, and job… |
| nvflare-fed-stats 85/100 · B | NVIDIA/skills | Compute federated statistics over tabular data (count, sum, mean, stddev, var, histogram, quantile, noise-protected min/max) and image data (count… |
| nvflare-shared 79/100 · C | NVIDIA/skills | Internal NVFLARE conversion references and templates. Use only when another NVFLARE skill directs you to a shared workflow, policy, or asset. |
| nvidia-ontology-management 81/100 · B | NVIDIA/skills | Model and publish semantic definitions in Auto Ontology. Use for terms, relationships, measures, imports, and governed results—not deployment or… |
| nvidia-ontology-query 81/100 · B | NVIDIA/skills | Query Auto Ontology and validate generated SQL, rows, and answers. Use for MCP or REST access, readiness, authentication, conversations, and… |
| nvidia-ontology-setup 81/100 · B | NVIDIA/skills | Set up or troubleshoot the Auto Ontology runtime. Use for Helm (the official install), Docker Compose, developer setup, and MCP connection to an… |
| nwb-conversion 87/100 · B | K-Dense-AI/claude-scientific-skills | Converts neuroscience acquisition data to Neurodata Without Borders files with NeuroConv and PyNWB, preserves metadata and timebases, checks… |
| oo-component-documentation 70/100 · C | github/awesome-copilot | Create or update standardized object-oriented component documentation using a shared template plus mode-specific guidance for new and existing docs. |
| openai-docs 79/100 · C | openai/skills | Use when the user asks how to build with OpenAI products or APIs, asks about Codex itself or choosing Codex surfaces, needs up-to-date official… |
| ossfuzz 84/100 · B | trailofbits/skills | Enrolls a project in OSS-Fuzz, Google's free continuous fuzzing service for open source, and drives it locally. Covers project.yaml, Dockerfile and… |
| paidf-cosmos-predict 72/100 · C | NVIDIA/skills | Prepare and run PAIDF Cosmos Predict video generation for DEFT media samples. |
| pdf 71/100 · C | openai/skills | Use when tasks involve reading, creating, or reviewing PDF files where rendering and layout matter; prefer visual checks by rendering pages… |
| peer-review 79/100 · C | K-Dense-AI/claude-scientific-skills | Prepares evidence-bounded, constructive peer-review drafts and structured manuscript assessments. Supports authorized review of scientific… |
| physical-ai-event-video-generation 77/100 · C | NVIDIA/skills | Run the PAIDF Orchestration Event Video Generation DAG on Kubernetes - image-to-video anomaly generation, auto-labeling, and anomaly dataset… |
| physical-ai-image-attribute-augmentation 79/100 · C | NVIDIA/skills | Run the PAIDF Orchestration Image Attribute Augmentation DAG on Kubernetes - person-crop clothing augmentation, attribute search, and augmented… |
| playground 78/100 · C | anthropics/claude-plugins-official | Creates interactive HTML playgrounds — self-contained single-file explorers that let users configure something visually through controls, see a live… |
| playwright 76/100 · C | openai/skills | Use when the task requires automating a real browser from the terminal (navigation, form filling, snapshots, screenshots, data extraction, UI-flow… |
| pptx-posters 81/100 · B | K-Dense-AI/claude-scientific-skills | Creates and audits editable scientific posters in macro-free PowerPoint (.pptx) from author-approved local content and assets. Used when the… |
| pr-dashboard 79/100 · C | github/awesome-copilot | Open a GitHub PR dashboard in the browser. Use when the user asks to see their pull requests, open the PR dashboard, show PRs for a date range, or… |
| product-manager-skills 68/100 · D | Digidai/product-manager-skills | PM skill for Claude Code, Codex, Cursor, and Windsurf. Diagnoses SaaS metrics, critiques PRDs, plans roadmaps, runs discovery, coaches PM career… |
| property-based-testing 89/100 · B | trailofbits/skills | Writes, reviews, and debugs property-based tests — Hypothesis, fast-check, proptest, jqwik, rapid, and Echidna or Medusa for Solidity invariants… |
| protocolsio-integration 81/100 · B | K-Dense-AI/claude-scientific-skills | Reads, validates, and safely exports protocols.io data with current official REST/MCP contracts, or creates non-executing mutation plans. The… |
| pybamm 87/100 · B | K-Dense-AI/claude-scientific-skills | Simulates lithium-ion battery charge, discharge and rest experiments with PyBaMM, records parameter-set provenance, checks mesh and solver… |
| pycalphad 87/100 · B | K-Dense-AI/claude-scientific-skills | Computes finite-temperature CALPHAD equilibria, phase fractions, and phase compositions from thermodynamic TDB databases using pycalphad. Use for… |
| pyhealth 85/100 · B | K-Dense-AI/claude-scientific-skills | Builds and validates PyHealth clinical machine-learning pipelines for EHR, signals, imaging, and medical codes. Use for PyHealth dataset loading… |
| pylabrobot 81/100 · B | K-Dense-AI/claude-scientific-skills | Develops and reviews PyLabRobot lab-automation resources, liquid-handling plans, offline simulations, and supported-device integrations. Supports… |
| pymc 89/100 · B | K-Dense-AI/claude-scientific-skills | Builds and checks Bayesian models with PyMC, including hierarchical models, NUTS MCMC, variational inference, mutable-data predictions, posterior… |
| rds-db2 71/100 · C | aws/agent-toolkit-for-aws | Provisions, connects, migrates, and operates Amazon RDS for Db2. Applies when provisioning with IBM customer and site IDs (License Manager, BYOL… |
| remotion-to-hyperframes 77/100 · C | heygen-com/hyperframes | Port an existing Remotion (React) composition's source to HyperFrames HTML. Use ONLY on an explicit ask to port/convert/migrate/translate a Remotion… |
| render-deploy 77/100 · C | openai/skills | Deploy applications to Render by analyzing codebases, generating render.yaml Blueprints, and providing Dashboard deeplinks. Use when the user wants… |
| render-imessage-chat 78/100 · C | gooseworks-ai/goose-skills | Render a configurable iMessage conversation inside a properly framed phone, then a brand end card. Uses the original send/receive sounds and a… |
| render-ios-keyboard 73/100 · C | gooseworks-ai/goose-skills | Render a static iOS QWERTY keyboard as inline HTML+CSS sized for the 750-wide 9:16 stage. Includes the 3-suggestion bar, alpha keys… |
| repo-standardizer 74/100 · C | github/awesome-copilot | Polish any GitHub repository's surface — labels (emoji rating tiers, P0–P3 priority, impact severity), issue forms, PR template, CI workflows… |
| research-grants 87/100 · B | K-Dense-AI/claude-scientific-skills | Supports research proposal preparation and review for NSF, NIH, DOE, DARPA, and Taiwan NSTC, including opportunity-specific requirements, aims… |
| ruzzy 84/100 · B | trailofbits/skills | Sets up and runs Ruzzy, Trail of Bits' coverage-guided Ruby fuzzer and the only production-ready one for the language. Covers harness structure… |
| sarif-parsing 89/100 · B | trailofbits/skills | Parses and processes SARIF files from static analysis tools like CodeQL, Semgrep, or other scanners. Triggers on "parse sarif", "read scan results"… |
| scanpy 79/100 · C | K-Dense-AI/claude-scientific-skills | Performs Scanpy single-cell RNA-seq QC, normalization, HVG selection, PCA/UMAP/t-SNE, clustering, exploratory marker ranking, pseudobulk… |
| scholar-evaluation 89/100 · B | K-Dense-AI/claude-scientific-skills | Provides qualitative-first, evidence-traceable developmental review of scholarly works and audit low-stakes research-assessment rubrics with… |
| scientific-slides 81/100 · B | K-Dense-AI/claude-scientific-skills | Builds slide decks and presentations for research talks. Used for making PowerPoint slides, conference presentations, seminar talks, research… |
| scientific-visualization 89/100 · B | K-Dense-AI/claude-scientific-skills | Creates and audits truthful, accessible, publication-ready scientific figures with Matplotlib, Seaborn, or Plotly. Use it for figure design… |
| screenshot 76/100 · C | openai/skills | Use when the user explicitly asks for a desktop or system screenshot (full screen, specific app or window, or a pixel region), or when tool-specific… |
| sdk-docs-auditor 78/100 · C | infrasity-labs/dev-gtm-claude-skills | Audits any SDK documentation site and produces a fully scored, downloadable HTML report. Use this skill whenever a user provides a documentation URL… |
| second-opinion 89/100 · B | trailofbits/skills | Gets independent code reviews from Codex or Antigravity for uncommitted changes, branch diffs, and commits. Use when the user requests an external… |
| secure-workflow-guide 84/100 · B | trailofbits/skills | Guides through Trail of Bits' 5-step secure development workflow. Runs Slither scans, checks special features (upgradeability/ERC conformance/token… |
| semgrep-rule-creator 89/100 · B | trailofbits/skills | Creates custom Semgrep rules for detecting security vulnerabilities, bug patterns, and code patterns. Use when writing Semgrep rules or building… |
| semgrep-rule-variant-creator 89/100 · B | trailofbits/skills | Creates language variants of existing Semgrep rules. Use when porting a Semgrep rule to specified target languages. Takes an existing rule and… |
| sentry 74/100 · C | openai/skills | Use when the user asks to inspect Sentry issues or events, summarize recent production errors, or pull basic Sentry health data via the Sentry CLI… |
| setup-my-iq 62/100 · D | github/awesome-copilot | Create, set up, or update the personal context portfolio: structured markdown files describing who you are, how you work, your teams, and your… |
| sharp-edges 92/100 · A | trailofbits/skills | Identifies error-prone APIs, dangerous configurations, and footgun designs that enable security mistakes. Use when reviewing API designs… |
| solana-vulnerability-scanner 84/100 · B | trailofbits/skills | Scans Solana programs for 6 critical vulnerabilities including arbitrary CPI, improper PDA validation, missing signer/ownership checks, and sysvar… |
| spec-to-code-compliance 86/100 · B | trailofbits/skills | Check code against the documentation that specifies it - which requirements hold, which the code contradicts, which are absent, and what the code… |
| speech 79/100 · C | openai/skills | Use when the user asks for text-to-speech narration or voiceover, accessibility reads, audio prompts, or batch speech generation via the OpenAI… |
| substrate-vulnerability-scanner 84/100 · B | trailofbits/skills | Scans Substrate/Polkadot pallets for 7 critical vulnerabilities including arithmetic overflow, panic DoS, incorrect weights, and bad origin checks… |
| Suede AI Ad Creative Skills 91/100 · A | JasonColapietro/suede-creator-skills | Suede AI Ad Creative Skills. Use when asked to "write Google ad variants" or iterate hooks, headlines, RSA/PMax assets, static or motion concepts… |
| Suede AI Release Linter Skills 93/100 · A | JasonColapietro/suede-creator-skills | Find missing files, malformed metadata, artwork and stem issues, split gaps, AI involvement, and delivery blockers in local music or media release… |
| Suede AI Rights Passport Skills 93/100 · A | JasonColapietro/suede-creator-skills | Audit rights gaps in ownership, contributors, splits, samples, licenses, provenance, and AI involvement, or assemble a hashed offline handoff… |
| Suede AI Site Alchemy Skills 91/100 · A | JasonColapietro/suede-creator-skills | Turn landing, launch, campaign, and product pages into measured conversion paths: funnel stage, friction, hero, proof, CTAs, pricing, mobile QA, and… |
| supply-chain-risk-auditor 88/100 · B | trailofbits/skills | Audits a project's dependencies for supply-chain risk: version-matched advisories for direct dependencies and the full lockfile tree, abandoned or… |
| talking-head-recut 69/100 · D | heygen-com/hyperframes | Package an existing talking-head / interview / podcast video with timed, designed GRAPHIC OVERLAY cards — kinetic titles, lower-thirds, data… |
| tao-analyze-gaps-od-map 90/100 · A | NVIDIA/skills | Run TAO Data Services object-detection gap analysis from ground-truth and inference annotations. Use when an object detection workflow needs to… |
| tao-analyze-gaps-vlm-bcq 90/100 · A | NVIDIA/skills | Extract false-positive and false-negative gaps from VLM binary-classification-question (BCQ, yes/no) predictions. Use when the user asks to "analyze… |
| tao-finetune-anomalygennext 91/100 · A | NVIDIA/skills | Validate a user AnomalyGenNext dataset and recipe, freeze its validation set, and prepare a canonical texture fine-tuning recipe. Use when… |
| tao-generate-anomalies 88/100 · B | NVIDIA/skills | Full PAIDF AnomalyGen pipeline — fine-tune on a new anomaly dataset, generate synthetic anomaly images (SDG), evaluate quality (nn_score), and… |
| tao-generate-image-embeddings 90/100 · A | NVIDIA/skills | 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… |
| tao-mine-nearest-neighbors 87/100 · B | NVIDIA/skills | Run TAO Data Services TMM nearest-neighbor mining from embedding parquet files. Use when a workflow needs to mine source samples closest to target… |
| tao-mine-od-images 87/100 · B | NVIDIA/skills | Run TAO Data Services TMM unique-neighbor matching mining from embedding parquet files for object detection workflows. Use when an object detection… |
| tao-prepare-anomalygennext-inputs 91/100 · A | NVIDIA/skills | Prepare normalized object-detection false negatives, source masks, and clean-image embedding inputs for AnomalyGenNext. Use when turning box-level… |
| tao-run-deft-od-aoi 87/100 · B | NVIDIA/skills | Run a binary industrial-inspection DEFT loop with TAO RT-DETR: measure on frozen KPI/test roles, mine gap-similar real and clean images with SigLIP… |
| tao-token-efficient-execution 90/100 · A | NVIDIA/skills | Token-efficient execution kit for repeated TAO agentic workflows. Compiles a skill into stage cards once (with a strong model), then executes them… |
| tellurium 87/100 · B | K-Dense-AI/claude-scientific-skills | Simulates biochemical kinetic models from SBML or Antimony with Tellurium and libRoadRunner, checks model units, compares deterministic parameter… |
| testing-handbook-generator 88/100 · B | trailofbits/skills | Generates Claude Code skills from the Trail of Bits Testing Handbook (appsec.guide), analyzing handbook pages and emitting SKILL.md files with the… |
| tilegym-cutile-autotuning 81/100 · B | NVIDIA/skills | Use when adding, modifying, optimizing, or debugging CuTile autotuning code. Trigger signals: `exhaustive_search` / `replace_hints` / `hints_fn` /… |
| tm7-threat-model 77/100 · C | github/awesome-copilot | Creates valid Microsoft Threat Modeling Tool (.tm7) files compatible with the Microsoft Threat Modeling Tool v7.3+. Use this skill whenever asked to… |
| token-integration-analyzer 84/100 · B | trailofbits/skills | Token integration and implementation analyzer based on Trail of Bits' token integration checklist. Analyzes token implementations for ERC20/ERC721… |
| ton-vulnerability-scanner 84/100 · B | trailofbits/skills | Scans TON (The Open Network) smart contracts for 3 critical vulnerabilities including integer-as-boolean misuse, fake Jetton contracts, and forward… |
| trailmark 85/100 · B | trailofbits/skills | Builds and queries multi-language source and binary code graphs for security analysis. Includes pre-analysis passes for blast radius, taint… |
| trailmark-review-gate 89/100 · B | trailofbits/skills | Runs a Trailmark structural review gate over a branch, pull request, fix commit, release diff, or git ref range to detect new entrypoints, new… |
| trailmark-structural 86/100 · B | trailofbits/skills | Runs full Trailmark structural analysis by building a graph, running `preanalysis()`, and reporting hotspots, taint, blast radius, privilege… |
| trailmark-summary 83/100 · B | trailofbits/skills | Runs a Trailmark summary analysis on a codebase. Returns auto-detected languages, entry point count, and dependency list. Use when vivisect or… |
| trailmark-variant-neighborhood 81/100 · B | trailofbits/skills | Expands one confirmed or suspected vulnerability into a Trailmark graph neighborhood of variant candidates by finding sibling functions, shared… |
| transcribe 76/100 · C | openai/skills | Transcribe audio files to text with optional diarization and known-speaker hints. Use when a user asks to transcribe speech from audio/video… |
| variant-analysis 83/100 · B | trailofbits/skills | Hunts for the other instances of a bug already found — the variants of one root cause across a codebase. Use immediately after a vulnerability… |
| vector-forge 87/100 · B | trailofbits/skills | Mutation-driven test vector generation. Finds implementations of a cryptographic algorithm or protocol, runs mutation testing to identify escaped… |
| venue-templates 79/100 · C | K-Dense-AI/claude-scientific-skills | Prepares journal manuscripts, conference papers, research posters, and grant documents using venue-specific formatting guidance and bundled LaTeX… |
| vercel-deploy 76/100 · C | openai/skills | Deploy applications and websites to Vercel. Use when the user requests deployment actions like "deploy my app", "deploy and give me the link", "push… |
| vss-generate-video-report 82/100 · B | NVIDIA/skills | Use this skill when producing a VSS analysis report — Mode A per-clip VLM, Mode B incident-range via video-analytics. Not for standalone video… |
| vss-summarize-video 85/100 · B | NVIDIA/skills | Use to summarize a recorded video via the LVS summarization microservice (HITL-gated) with a VLM fallback. Not for report generation or live RTSP… |
| webmcpify 83/100 · B | github/awesome-copilot | Make a web app agent-ready — propose a WebMCP tool manifest, integrate, verify in a real browser, heal; unrelated code stays untouched. Use for… |
| winui-app 77/100 · C | openai/skills | Bootstrap, develop, and design modern WinUI 3 desktop applications with C# and the Windows App SDK using official Microsoft guidance, WinUI Gallery… |
| workflow-builder 79/100 · C | infrasity-labs/dev-gtm-claude-skills | Design and write deterministic multi-agent workflow scripts (.js files in .claude/workflows/) for Claude Code's Workflow tool. Use when a user wants… |
| wycheproof 76/100 · C | trailofbits/skills | Validates cryptographic implementations against Project Wycheproof's test vectors, which encode known attacks and edge cases across AES, RSA, ECDSA… |
| yeet 72/100 · C | openai/skills | Use only when the user explicitly asks to stage, commit, push, and open a GitHub pull request in one flow using the GitHub CLI (`gh`). |
| zeroize-audit 86/100 · B | trailofbits/skills | Detects missing zeroization of sensitive data in source code and identifies zeroization removed by compiler optimizations, with assembly-level… |