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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utility-pm-release-conductorWalk the guided 6-gate release runbook (G0 readiness, G1 adversarial review, G2 version bump and CHANGELOG, G2.5 commit and…product-on-purposeutility-pm-skill-builderGuides contributors from a PM skill idea to a complete Skill Implementation Packet aligned with pm-skills conventions. Runs gap…product-on-purposeutility-pm-skill-validateAudits an existing pm-skills skill against structural conventions and quality criteria. Produces a structured validation report…product-on-purposevaultr-recapReviews content against the Vaultr knowledge base (_knowledge/) and surfaces what's related and what's in tension. Covers two…skoowoovercel-debug-bundleCollect Vercel debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support…jeremylongshorewafr-facilitatorHelp a facilitator run a conversational Well-Architected Framework Review (WAFR) with a customer — generates tailored facilitator…aws-sampleswriting-great-skillsAuthor a high-quality Agent Skill (SKILL.md) that an AI reliably triggers and executes well — strong frontmatter, a sharp…mohitagw15856activitykitImplement, review, or improve Live Activities and Dynamic Island experiences in iOS apps using ActivityKit. Use when building…dpearson2699aer-referee-simUse when a complete draft exists and needs an adversarial internal review before submission — simulating the AER desk screen and…brycewang-stanfordai-cold-outreachWhen the user wants to build an AI-powered outreach system, write cold emails, improve deliverability, or scale personalized…tech-leads-clubamann-submissionUse when running the final pre-submission preflight for an Academy of Management Annals (Annals) proposal or invited full review…brycewang-stanfordamj-submissionUse when running the final pre-submission preflight for an Academy of Management Journal (AMJ) manuscript — ScholarOne portal…brycewang-stanfordanti-generic-website-reviewDetect and remove generic AI website output. Use to review or improve any site with default SaaS structure, weak typography…TheGoat395apify-sdk-patternsProduction-ready patterns for Apify SDK and apify-client in TypeScript. Use when building Actors with Crawlee, managing…jeremylongshorewritesarecon-submissionUse when running the final delivery preflight for a commissioned Annual Review of Economics (ARE) review via the Annual Reviews…brycewang-stanfordarize-annotationCreates and manages annotation configs (categorical, continuous, freeform label schemas) and annotation queues (human review…githubbio-atac-seq-atac-qcATAC-seq library quality control -- TSS enrichment, FRiP, fragment-size periodicity, library complexity (NRF/PBC1/PBC2)…BioTender-maxbear-review给一个观点,同时检索支持它的文献和反对它的文献,在一份综合报告里呈现正反两侧的证据格局——支持侧最强证据是什么、反对侧最危险的挑战是什么、哪些角度有支持但无反对、哪些角度有反对但无支持。底层走真实检索(scimaster-cli),绝不编造引用。…xuzhougengbilling-cycle-manager-scott-margettsOperational billing execution for legal matters. Monthly bill prep and billing instructions, LC invoice review and disbursement…lawve-aibindcraftEnd-to-end binder design using BindCraft hallucination. Use this skill when: (1) Designing protein binders with built-in AF2…FreedomIntelligencebio-metabolomics-targeted-analysisTargeted metabolomics analysis using MRM/SRM with standard curves. Covers absolute quantification, method validation, and quality…FreedomIntelligencebio-microbiome-amplicon-processingAmplicon sequence variant (ASV) inference from 16S rRNA or ITS amplicon sequencing using DADA2. Covers quality filtering, error…FreedomIntelligenceblog-translateTranslate existing blog posts into one or more target languages with SEO-optimized localization. Produces native-quality…AgriciDanielblog-translateTranslate existing blog posts into one or more target languages with SEO-optimized localization. Produces native-quality…Infrasity-Labsbrand-voiceApplies the team's saved brand profile — voice, messaging, style guide, and compliance rules — to marketing copy so every asset…jeremylongshorewritesbudget-and-fee-manager-scott-margettsMatter budgeting and ongoing WIP/variance monitoring. Build phase-based fee estimates at matter setup, run bottom-up budgets by…lawve-aibuilding-with-ai-agentsHelp users master the transition from manual coding to managing AI-driven development workflows by focusing on high-level…RefoundAIchip-seqChIP-seq peak calling and downstream interpretation with MACS3, signal track export, annotation, motif analysis, and differential…BioTender-maxclay-known-pitfallsIdentify and avoid the top Clay anti-patterns, gotchas, and integration mistakes. Use when reviewing Clay integrations for…jeremylongshorecloudkitImplement, review, or improve CloudKit and iCloud sync in iOS/macOS apps. Use when working with CKContainer, CKRecord, CKQuery…dpearson2699commit-workCreate high-quality git commits: review/stage intended changes, split into logical commits, and write clear commit messages…softaworksacademic-paper-composerSystematic writing framework for philosophy and interdisciplinary academic papers from optimized outline to submission-ready…brycewang-stanfordcontent-pruning-reviewReview and prune website content. Use for removing generic copy, duplicate sections, weak feature cards, unsupported claims…TheGoat395content-structure-information-architecturePlan website content structure and information architecture. Use for page maps, nav, section sequencing, user questions, service…TheGoat395content-to-pipelineWhen the user wants to turn content into revenue, build a content-led GTM motion, reverse engineer distribution, or repurpose…tech-leads-clubcontent-writerWrite SEO-optimized blog posts, landing pages, and long-form page copy following Google's E-E-A-T and Helpful Content guidelines.…ViryaZhengcontinuous-improvement-engine-scott-margettsCapture, structure, and recycle lessons from active and closed legal matters. Three modes: in-flight capture (triggered by scope…lawve-aicreate-live-artifact-opsCreate a refreshable live operations artifact for customer success, support, or launch review workflows.nexu-iocustomerio-known-pitfallsIdentify and avoid Customer.io anti-patterns and gotchas. Use when reviewing integrations, onboarding developers, or auditing…jeremylongshorewritesdaily-news-reportScrapes content based on a preset URL list, filters high-quality technical information, and generates daily Markdown reports.sickn33documenso-sdk-patternsApply production-ready Documenso SDK patterns for TypeScript and Python. Use when implementing Documenso integrations…jeremylongshorewritesdocument-approval-tracker-scott-margettsApproval cascade definition and tracking for multi-stakeholder document workflows. Internal review sequences, client approval…lawve-aidwarf-expertAnalyzes DWARF debug information in compiled binaries. Use when inspecting .debug_* sections, DIE trees, or DW_TAG_/DW_AT_…trailofbitswritesensemble-solvingGenerate multiple diverse solutions in parallel and select the best. Use for architecture decisions, code generation with…mhattingpeteevidence-based-reviewsProduce honest product reviews and buying guides without fabricated first-hand experience, using disclosed evidence tiers…rampstackcogenome-assemblyWorkflow for de novo assembly, scaffolding, polishing, contamination review, and assembly QC.BioTender-maxgenvm-lintValidate GenLayer intelligent contracts with the GenVM linter.internet-courtwritesgolang-code-styleGolang code style conventions — line length and breaking, variable declarations, control flow clarity, when comments help vs…samberwrites
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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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