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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debug-menuGenerates a developer debug menu with feature flag toggles, environment switching, network log viewer, cache clearing, crash…rshankraswritesdecidePersonal decision advisor for QUALITY over speed. Exhaustive discovery, option finding, sequential elimination, structured…majiayu000decision-criticStructured decision critic that systematically stress-tests reasoning before commitment surfacing hidden assumptions verifying…majiayu000deep-brainstormingUse when brainstorming a product or feature where multiple valid technology choices exist and the wrong one is costly, when the…majiayu000deep-researchExecute autonomous multi-step deep research on any topic. Use when the user asks for comprehensive research, literature reviews…majiayu000deep-researchConduct deep web research using the openbrowser-ai agent: decompose a query, investigate sub-questions across multiple sources…majiayu000writesdeep-researchGenerate format-controlled research reports with evidence tracking, citations, and iterative review. This skill should be used…majiayu000deepagents-code-reviewReviews Deep Agents code for bugs, anti-patterns, and improvements. Use when reviewing code that uses create_deep_agent…majiayu000deepchat-sdd-cleanupUse only when a developer explicitly asks to clean, prune, tidy, or organize DeepChat SDD documentation after implementation and…ThinkInAIXYZdeepgram-debug-bundleCollect Deepgram debug evidence for support and troubleshooting. Use when preparing support tickets, investigating issues, or…jeremylongshoredeepgram-sdk-patternsApply production-ready Deepgram SDK patterns for TypeScript and Python. Use when implementing Deepgram integrations, refactoring…majiayu000writesdeepgram-sdk-patternsApply production-ready Deepgram SDK patterns for TypeScript and Python. Use when implementing Deepgram integrations, refactoring…jeremylongshorewritesdemo-reviewerDemo skill for the Skill Eval Harness example. Use it to review a proposed change and label the severity of each finding.adewaledesigning-integration-testsUse when designing integration tests is required during quality work, especially when the result must be traceable, independently…casioreview20-glitchdesigning-unit-testsUse when designing unit tests is required during quality work, especially when the result must be traceable, independently…casioreview20-glitchdev-designAI DevKit · Design phase guidance for reviewing feature design against requirements. Use when the user wants to validate…codeaholicguydev-prAI DevKit · Publish a ready feature branch for review. Use when the user wants to sync, push, and open or update a code review…codeaholicguydev-requirementsAI DevKit · Requirements phase guidance for starting features and reviewing requirements. Use when the user wants to capture a…codeaholicguydev-reviewAI DevKit · Final code review phase guidance for holistic pre-push review. Use when the user wants code review, final lifecycle…codeaholicguydev-worktreeAI DevKit · Worktree setup and resume guidance for isolated feature work. Use when starting, resuming, switching, or verifying a…codeaholicguyvibe-devil-advocate-reviewChallenges recommendations, designs, or synthesis by adversarial review across 5 dimensions. Use before shipping any significant…majiayu000devils-advocateUse when challenging assumptions, surfacing risks, or stress-testing designs and decisions. Triggers: 'challenge this', 'play…majiayu000devils-advocateUse when substantive documents (reviews, analyses, synthesis documents) need adversarial review to strengthen arguments, identify…majiayu000diagnoseRoutes a vague symptom or complaint to the most relevant Clairvoyance skill via a decision tree. Use when someone describes a…majiayu000diff-analysisUse this skill for systematic change analysis with risk scoring. Use when analyzing specific changesets, assessing risk of…majiayu000diff-analysisMethodology for categorizing changes, assessing risks, and creating summaries from any changeset. semantic analysis, release…majiayu000diff-reviewRender the patch-edit run's accumulated changes as a reviewable diff, surface it through a GenUI choice surface, and persist the…nexu-iodiff-since-my-commitShow changes to a git branch since your last commit, filtered to only files you touched. Use when user asks to see what others…majiayu000disclosure-list-andrew-birdWorks out which documents you have to hand over to the other side in a civil case in England & Wales, and builds the formal list.…lawve-aidistributed-debugging-debug-traceYou are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic…sickn33divorce-practice-stephane-boghossianAI co-counsel for divorce and family-law attorneys — a jurisdiction-portable scaffold spanning the full matter lifecycle. Eight…lawve-aidoc-freshness-reviewUse when auditing repository documentation for drift, stale statements, broken references, or README mismatches, especially…TencentCloudBasedocumenso-debug-bundleComprehensive debugging toolkit for Documenso integrations. Use when troubleshooting complex issues, gathering diagnostic…jeremylongshorewritesdocumentProduces modularity review documents in both Markdown and HTML formats. Use when writing the final review output from a…vladikkwritesdoublecheckThree-layer verification pipeline for AI output. Extracts verifiable claims, finds supporting or contradicting sources via web…githubdoublecheckThree-layer verification pipeline for AI output. Extracts verifiable claims, finds supporting or contradicting sources via web…majiayu000drawing-analyzerAnalyze construction drawings to extract dimensions, annotations, symbols, and metadata. Support quantity takeoff and design…majiayu000dspy-debugging-observabilityThis skill should be used when the user asks to "debug DSPy programs", "trace LLM calls", "monitor production DSPy", "use MLflow…majiayu000writesdspy-output-refinement-constraintsThis skill should be used when the user asks to "refine DSPy outputs", "enforce constraints", "use dspy.Refine", "select best…majiayu000writeslawve-public-due-diligence-gate-ignacio-adrian-lererUse for due diligence, legal-financial risk review, investment or business transaction checklists, and preliminary screening…lawve-aiecho-reconUser research reconnaissance — survey existing personas, research docs, interview notes, and feedback artifacts to establish what…jeremylongshorewritesecon-visualizationCreate publication-quality charts and graphs for economics papers.brycewang-stanfordeir-summaryProduces legally focused summaries of Environmental Impact Reports (EIRs) and Environmental Impact Statements (EISs), extracting…majiayu000elevenlabs-dubbing-voice-conversionUse for ElevenLabs provider-specific dubbing, localization, voice changer, speech-to-speech, and voice isolation/enhancement…calesthioelevenlabs-sdk-patternsApply production-ready ElevenLabs SDK patterns for TypeScript and Python. Use when implementing ElevenLabs integrations…jeremylongshorewriteselevenlabs-ttsProduce, direct, integrate, and quality-control ElevenLabs text-to-speech for narration, character performance, multilingual…calesthioelvesAutonomous multi-batch development agent for long unattended runs. Takes a plan, breaks it into sprint-sized batches, implements…majiayu000embedding-optimizationOptimizing vector embeddings for RAG systems through model selection, chunking strategies, caching, and performance tuning. Use…majiayu000
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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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