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
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recsys-pipeline-architectDesign composable recommendation, ranking, and feed pipelines using the six-stage…mturacrecsys-pipeline-architectDesign composable recommendation, ranking, and feed pipelines using the six-stage…wshobsonredirect-managerManage URL redirects. Use when: creating 301/302 redirects, auditing chains, fixing loops, or deploying via CMS MCP.indranilbanerjeeredis-patternsRedis data structure patterns, caching strategies, distributed locks, rate limiting, pub/sub, and connection management for…mturacrefactorSurgical code refactoring to improve maintainability without changing behavior. Covers extracting functions, renaming variables…githubrefactor-method-complexity-reduceRefactor given method `${input:methodName}` to reduce its cognitive complexity to `${input:complexityThreshold}` or below, by…githubrefactor-planCreate a concrete plan before starting a multi-file refactor. Use when the user asks to plan, sequence, scope, or safely execute…githubregex-vs-llm-structured-textDecision framework for choosing between regex and LLM when parsing structured text — start with regex, add LLM only for…mturacregion-configConfigure regional settings. Use when: setting timezone, language, compliance rules, currency, or local preferences.indranilbanerjeerejection-recovery-loopTurn public launch, directory, community, or list rejections into repo fixes and better proof without arguing, spamming, or…mturacrelease-archivistClose out a spec-superflow change with verification, summary, and archive readiness. Invoke when implementation is complete…MageByte-ZerorememberTransforms lessons learned into domain-organized memory instructions (global or workspace). Syntax: `/remember [>domain [scope]]…githubremember-interactive-programmingA micro-prompt that reminds the agent that it is an interactive programmer. Works great in Clojure when Copilot has access to the…githubrepo-scanCross-stack source code asset audit — classifies every file, detects embedded third-party libraries, and delivers actionable…mturacrepo-story-timeGenerate a comprehensive repository summary and narrative story from commit historygithubresearch-opsEvidence-first current-state research workflow for ecc. Use when the user wants fresh facts, comparisons, enrichment, or a…mturacretargeting-strategyDesign retargeting strategy. Use when: planning cross-platform remarketing, audience segmentation, or ad sequencing.indranilbanerjeereturns-reverse-logisticsCodified expertise for returns authorization, receipt and inspection, disposition decisions, refund processing, fraud detection…mturacreview-agent-setupConfigure human-in-the-loop gating for AI agent review actions in Claude Code. Use when setting up a project where an agent may…wshobsonreview-and-refactorReview and refactor code in your project according to defined instructionsgithubreview-responseRespond to online reviews. Use when: drafting replies for Google, Yelp, G2, or building review response templates.indranilbanerjeeroi-calculatorCalculate marketing ROI. Use when: measuring campaign ROAS, CAC, CPL, LTV, or multi-channel attribution returns.indranilbanerjeeroundupGenerate personalized status briefings on demand. Pulls from your configured data sources (GitHub, email, Teams, Slack, and…githubruby-mcp-server-generatorGenerate a complete Model Context Protocol server project in Ruby using the official MCP Ruby SDK gem.githubruff-recursive-fixRun Ruff checks with optional scope and rule overrides, apply safe and unsafe autofixes iteratively, review each change, and…githubrulesyncGenerates and syncs AI rule configuration files (.cursorrules, CLAUDE.md, copilot-instructions.md) across 20+ coding tools from a…dyoshikawarust-mcp-server-generatorGenerate a complete Rust Model Context Protocol server project with tools, prompts, resources, and tests using the official rmcp…githubrust-patternsIdiomatic Rust patterns, ownership, error handling, traits, concurrency, and best practices for building safe, performant…mturacrust-testingRust testing patterns including unit tests, integration tests, async testing, property-based testing, mocking, and coverage.…mturacsafety-guardUse this skill to prevent destructive operations when working on production systems or running agents autonomously.mturacsalesforce-apex-qualityApex code quality guardrails for Salesforce development. Enforces bulk-safety rules (no SOQL/DML in loops), sharing model…githubsalesforce-component-standardsQuality standards for Salesforce Lightning Web Components (LWC), Aura components, and Visualforce pages. Covers SLDS 2…githubsalesforce-flow-designSalesforce Flow architecture decisions, flow type selection, bulk safety validation, and fault handling standards. Use this skill…githubsanta-methodMulti-agent adversarial verification with convergence loop. Two independent review agents must both pass before output ships.mturacsast-configurationConfigure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when…wshobsonsave-knowledgeSave brand knowledge to memory. Use when: persisting campaign learnings, guidelines, or competitive intel for retrieval.indranilbanerjeescaffolding-oracle-to-postgres-migration-test-projectScaffolds an xUnit integration test project for validating Oracle-to-PostgreSQL database migration behavior in .NET solutions.…githubqdrant-scaling-qpsGuides Qdrant query throughput (QPS) scaling. Use when someone asks 'how to increase QPS', 'need more throughput', 'queries per…githubqdrant-scaling-query-volumeGuides Qdrant query volume scaling. Use when someone asks 'query returns too many results', 'scroll performance', 'large limit…githubscanScans the codebase to generate project-doc.md and AGENTS.md. Use when bootstrapping a new agent-driven repo, refreshing project…wshobsonschedule-socialSchedule social media posts. Use when: publishing to Twitter/X, Instagram, LinkedIn, TikTok, YouTube, or Pinterest.indranilbanerjeepubmed-databaseDirect PubMed and NCBI E-utilities search workflows for biomedical literature, MeSH queries, PMID lookup, citation retrieval, and…mturacuspto-databaseUSPTO patent and trademark data workflow for official record lookup, PatentSearch queries, TSDR checks, assignment data, and…mturacggetgget CLI and Python workflow for quick genomic database queries, sequence lookup, BLAST-style searches, enrichment checks, and…mturacliterature-reviewSystematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning…mturacscholar-evaluationStructured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation…mturacscoutqa-testThis skill should be used when the user asks to "test this website", "run exploratory testing", "check for accessibility issues"…githubscreen-reader-testingTest web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility…wshobson
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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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