Agent skills

Skills for copilot

Read straight from the source repositories, not from submitted listings. Every skill shows what it does, what is inside, where it came from — and whether attention around its source is actually growing.

Toolclaude-code 29,140codex 4,755cursor 3,111copilot 976windsurf 55cline 34
CategoryWorkflow & Productivity 4,979AI & Agents 3,037Data & Analytics 2,345Code Review & Quality 1,376Backend & API 1,244Security 1,194Design & Presentation 1,154Documentation 965Content & Marketing 916Testing & QA 777DevOps & Cloud 576Databases 550Frontend 469Business & Finance 328Media & Video 257Other 9,833
2,269 found
2,0172,064 · page 43 / 48
pr-reviewReviews a GitHub pull request and posts inline comments plus one consolidated summary, adapting to any codebase by discovering…tech-leads-clubpr-screenshotsEmbed before/after screenshots and annotated images in pull request descriptions. Covers PR description patterns, image upload…githubprdGenerate high-quality Product Requirements Documents (PRDs) for software systems and AI-powered features. Includes executive…githubpremium-frontend-uiA comprehensive guide for GitHub Copilot to craft immersive, high-performance web experiences with advanced motion, typography…githubpricing-testTest pricing strategies with synthetic data. Use when: simulating willingness to pay, price sensitivity, or optimal price points.indranilbanerjeeprisma-patternsPrisma ORM patterns for TypeScript backends — schema design, query optimization, transactions, pagination, and critical traps…mturacproduct-capabilityTranslate PRD intent, roadmap asks, or product discussions into an implementation-ready capability plan that exposes constraints…mturacproduct-lensUse this skill to validate the "why" before building, run product diagnostics, and pressure-test product direction before the…mturacproduct-marketing-contextKhi nguoi dung muon tao hoac cap nhat tai lieu goc ve san pham, khach hang, va dinh vi thuong hieu. Cung dung khi nguoi dung nhac…minhnv0807production-auditLocal-evidence production readiness audit for shipped apps, pre-launch reviews, post-merge checks, and "what breaks in prod?"…mturacproduction-schedulingCodified expertise for production scheduling, job sequencing, line balancing, changeover optimization, and bottleneck resolution…mturacprogrammatic-seoPlan programmatic SEO pages. Use when: building template engines, URL patterns, thin content safeguards, or quality gates.indranilbanerjeeproject-flow-opsOperate execution flow across GitHub and Linear by triaging issues and pull requests, linking active work, and keeping GitHub…mturacproject-workflow-analysis-blueprint-generatorComprehensive technology-agnostic prompt generator for documenting end-to-end application workflows. Automatically detects…githubprompt-optimizerTurn any rough prompt, half-formed idea, or task description into a finished, ready-to-send prompt optimized for any LLM model…githubprompt-optimizerAnalyze raw prompts, identify intent and gaps, match ecc components (skills/commands/agents/hooks), and output a ready-to-paste…mturacprompt-testA/B test content variations. Use when: comparing quality scores across prompt approaches, headline styles, or content versions.indranilbanerjeeproof-led-oss-marketingBuild reputation-safe open-source marketing from verifiable project evidence, not hype, spam, or repeated public pings. Use for…mturacprotect-mcp-setupConfigure Cedar policy enforcement and Ed25519 signed receipts for Claude Code tool calls. Use when setting up projects that need…wshobsonprotocol-reverse-engineeringMaster network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation.…wshobsonprototype-fastBuild a playable prototype in about an hour to answer one question — is it fun? — with greybox primitives, a hard timebox, and…gamedev-skillspublish-blogPublish blog posts. Use when: deploying to WordPress or Webflow with SEO optimization, categories, and scheduling.indranilbanerjeepytest-coverageRun pytest tests with coverage, discover lines missing coverage, and increase coverage to 100%.githubpython-anti-patternsUse this skill when reviewing Python code for common anti-patterns to avoid. Use as a checklist when reviewing code, before…wshobsonpython-code-stylePython code style, linting, formatting, naming conventions, and documentation standards. Use when writing new code, reviewing…wshobsonpython-mcp-server-generatorGenerate a complete MCP server project in Python with tools, resources, and proper configurationgithubpython-patternsPythonic idioms, PEP 8 standards, type hints, and best practices for building robust, efficient, and maintainable Python…mturacpython-project-structurePython project organization, module architecture, and public API design. Use when setting up new projects, organizing modules…wshobsonpython-testingPython testing strategies using pytest, TDD methodology, fixtures, mocking, parametrization, and coverage requirements.mturacpytorch-patternsPyTorch deep learning patterns and best practices for building robust, efficient, and reproducible training pipelines, model…mturacqbr-planPrepare a Quarterly Business Review. Use when: building QBR presentations, client performance reviews, or strategy updates.indranilbanerjeeqdrant-clients-sdkQdrant provides client SDKs for various programming languages, allowing easy integration with Qdrant deployments.githubwritesqdrant-deployment-optionsGuides Qdrant deployment selection. Use when someone asks 'how to deploy Qdrant', 'Docker vs Cloud', 'local mode', 'embedded…githubqdrant-model-migrationGuides embedding model migration in Qdrant without downtime. Use when someone asks 'how to switch embedding models', 'how to…githubqdrant-version-upgradeGuidance on how to upgrade your Qdrant version without interrupting the availability of your application and ensuring data…githubquality-nonconformanceCodified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier…mturacquality-reportGenerate quality trends report. Use when: reviewing eval scores over time, content type performance, or regression alerts.indranilbanerjeequarkus-patternsQuarkus 3.x LTS architecture patterns with Camel for messaging, RESTful API design, CDI services, data access with Panache, and…mturacquarkus-securityQuarkus Security best practices for authentication, authorization, JWT/OIDC, RBAC, input validation, CSRF, secrets management…mturacquarkus-tddTest-driven development for Quarkus 3.x LTS using JUnit 5, Mockito, REST Assured, Camel testing, and JaCoCo. Use when adding…mturacquarkus-verificationVerification loop for Quarkus projects: build, static analysis, tests with coverage, security scans, native compilation, and diff…mturacquasi-coderExpert 10x engineer skill for interpreting and implementing code from shorthand, quasi-code, and natural language descriptions.…githubralphinho-rfc-pipelineRFC-driven multi-agent DAG execution pattern with quality gates, merge queues, and work unit orchestration.mturacrank-monitorMonitor keyword rankings and SERP features. Use when: tracking keyword positions, detecting ranking drops, alerting on position…indranilbanerjeereact19-test-patternsProvides before/after patterns for migrating test files to React 19 compatibility, including act() imports, Simulate removal, and…githubreadme-blueprint-generatorIntelligent README.md generation prompt that analyzes project documentation structure and creates comprehensive repository…githubrecallRecall marketing learnings. Use when: querying what we know about a channel, audience, objective, or past campaign.indranilbanerjeerecallmaxFREE — God-tier long-context memory for AI agents. Injects 500K-1M clean tokens, auto-summarizes with tone/intent preservation…sickn33
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How the catalog works
What is an agent skill?

A folder with a SKILL.md inside — instructions, and often scripts and assets, that an AI agent loads when the task matches. Claude Code, Codex, Cursor and Copilot all read the same format, so one skill usually works across them.

Where does this catalog come from?

We read 660 source repositories straight from their file trees rather than from submitted listings — what you see is what is actually published. 98 repositories were rejected because they advertise skills but contain none: link lists, not folders.

Why is there no install counter?

Because install counts live in the registry that serves `npx skills add`, and that is not ours — publishing a number we cannot verify would be worse than showing none. Instead we show where a skill comes from and whether attention around its source is actually growing, measured from our own weekly snapshots.

Do you deduplicate?

Yes, and it matters more than expected. Aggregator repositories republish the same skill in several places — one source carried 6,317 SKILL.md files for 2,001 actual skills. We collapse by folder name and keep the canonical copy, so the catalog counts things, not copies.

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