Agent skills

Code Review & Quality skills

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
2,936 found
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ralph-wiggum-pmRalph Wiggum: Project Manager — Continuous ticket consumption, code review, and work generation loop. Picks up the next ticket…majiayu000ralph-wiggum-v2Autonomous TDD development loop with parallel agent swarm, category evolution, and convergence detection. Use when running…majiayu000ralph-zeroNext-generation autonomous development orchestrator with cognitive feedback loops. Executes complex multi-step features from PRDs…majiayu000rca-classical-methodsClassical root cause analysis techniques for quality improvement and incident investigation. Covers 5 Whys (with Card's 2017…majiayu000receiving-code-reviewUse when receiving code review feedback, before implementing suggestions. Requires technical rigor and verification, not blind…a5c-airecommendation-engineBuild recommendation systems with collaborative filtering, matrix factorization, hybrid approaches. Use for product…majiayu000recommendation-engineBuild recommendation systems with collaborative filtering, matrix factorization, hybrid approaches. Use for product…majiayu000refactoring-assistantSuggest and guide application of refactoring patterns to improve code qualitya5c-aiwritesreference-searcherSystematic external reference searching across documentation, open-source repositories, and web resources. Use when working with…majiayu000refine-critique-loopUse this plugin when the user has an existing Open Design artifact and wants targeted critique, patching, brand tightening…nexu-iorefine-prompt-planIteratively review and revise a prompt plan until no new findings survive evaluation. Runs /review-prompt-plan…majiayu000rejection-handlerHandle App Store rejections, prepare submissions to avoid common rejection reasons, write Resolution Center responses, and…rshankrasremove-technical-debtGuided journey from a large aged codebase everyone fears to touch to one that is safe to change, legible, bounded, and resilient…wondelairepo2txtConvert code repositories to formatted text for LLM analysis. Use when the user wants to send code to Gemini, Claude, or other…majiayu000requesting-code-reviewUse when completing tasks, implementing major features, or before merging to verify work meets requirements.a5c-airequesting-code-reviewUse when completing tasks, implementing major features, or before merging to verify work meets requirementsECNU-ICALKrequesting-code-reviewPrepare and request a code review after implementation or before merge by assembling scope, requirements, git range, and reviewer…foryourhealth111-pixelrequesting-code-reviewUse when completing tasks, implementing major features, or before merging to verify work meets requirementsFreedomIntelligencerequesting-code-reviewUse when requesting independent code review, after implementation slices, before merging high-risk work, or when verification…GanyuanRanrequesting-code-reviewUse when completing tasks, implementing major features, or before merging to verify work meets requirementsguanyangrequesting-code-reviewUse when completing tasks, implementing major features, or before merging to verify work meets requirementssickn33requesting-red-team-reviewUse after completing an analysis or before reporting a finding, to have a skeptical reviewer attack the conclusion before you…K-Dense-AIreranking-patternsReranking patterns for improving search precision. Use when implementing cross-encoder reranking, LLM-based relevance scoring, or…majiayu000research-architect-intakeUse when starting or resuming a Research Architect project—including an existing draft that needs review—and you need to capture…mmTheBestresearchCompany due diligence, technology deep-dives, market analysis, and topic exploration for cyber•Fund investment decisions, content…majiayu000Research IdeationThis skill should be used when the user asks to "brainstorm research ideas", "use 5W1H framework", "identify research gaps"…majiayu000research-litSearch and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work"…majiayu000writesresearch-litSearch and analyze research papers, find related work, summarize key ideas. Use when user says \"find papers\", \"related work\"…majiayu000research-methods-psychResearch methodology in psychology. Covers experimental design (independent/dependent variables, random assignment, control…majiayu000research-paper-reviewReview and analyze academic research papers. Use this skill when the user asks to review a paper, analyze a publication…majiayu000research-pipelineFull research pipeline: Workflow 1 (idea discovery) \u2192 implementation \u2192 Workflow 2 (auto review loop). Goes from a broad…majiayu000research-pipelineFull research pipeline: Workflow 1 (idea discovery) → implementation → Workflow 2 (auto review loop) → Workflow 3 (paper writing…majiayu000writesresearch-refineTurn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via…majiayu000writesresearch-refineTurn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via…majiayu000research-refineTurn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via…majiayu000research-reviewIterative review of research documents using Rule of 5majiayu000research-reviewPerform iterative research document review using Rule of 5 methodology. Reviews accuracy, completeness, clarity, actionability…majiayu000research-reviewGet a deep critical review of research from Claude via claude-review MCP. Use when user says \"review my research\", \"help me…majiayu000research-reviewGet a deep critical review of research from Gemini via gemini-review MCP. Use when user says \"review my research\", \"help me…majiayu000research-reviewGet a deep critical review of research from GPT using a secondary Codex agent. Use when user says \"review my research\", \"help…majiayu000research-zod-validationResearch Zod validation patterns, schema design, and TypeScript integration using Exa code search and Ref documentationmajiayu000researchers-verifierQuality control, citation validation, fact-checking before human reviewmajiayu000writesresponse-raterRates responses and plans against quality rubrics. Used for plan validation, response quality audits, and multi-agent consensus.majiayu000rethinkChallenge system assumptions against accumulated evidence. Triages observations and tensions, detects patterns, generates…majiayu000writesretroWeekly engineering retrospective. Analyzes commit history, work patterns, and code quality metrics with persistent history and…majiayu000writesretroWeekly engineering retrospective. Analyzes commit history, work patterns, and code quality metrics with persistent history and…majiayu000writesretroEngineering retrospective analyzing git commit history for shipping metrics, work patterns, and trends. Persistent history with…majiayu000writesretroWeekly engineering retrospective. Analyzes commit history, work patterns, and code quality metrics with persistent history and…majiayu000writes
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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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