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 28,838codex 6,583cursor 4,244copilot 1,341windsurf 73cline 44
CategoryAI & Agents 4,188Data & Analytics 3,152Code Review & Quality 1,857Backend & API 1,737Security 1,624Workflow & Productivity 1,614Documentation 1,361Design & Presentation 1,327Content & Marketing 1,213Testing & QA 1,074DevOps & Cloud 783Databases 735Frontend 623Business & Finance 447Media & Video 349Other 7,916
2,894 found
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video-downloaderDownload YouTube videos with customizable quality and format options. Use this skill when the user asks to download, save, or…davepoonscriptswatch-prWatch an Elixir/Phoenix PR for new review comments (bot + human) and CI results via a background watcher that wakes Claude only…oliver-kriskascriptsworkflows:workExecute research implementation plans efficiently while maintaining estimation quality and finishing featuresbrycewang-stanfordwritesscriptsrag-evalUse when the user has a RAG (Retrieval-Augmented Generation) system and wants to evaluate its quality — separating retrieval…agentscope-aiscriptsapify-audience-analysisUnderstand audience demographics, preferences, behavior patterns, and engagement quality across Facebook, Instagram, YouTube, and…sickn33scriptsdiagnosing-bugsDiagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something…sickn33scriptsecommerce-product-detailExtract complete product information from any e-commerce product page. Returns name, price, currency, brand, images, description…browser-actscriptsfreesearch-searchRun the lit-review orchestrator free index search channel against keyless OpenAlex, Crossref, and Semantic Scholar keyword-search…kennethkhoocyscriptsgraphGraph engineering for parallel task execution: convert a task, PRD, SPEC, or issue set into a dependency graph (DAG), layer it…smallnestscriptslit-dedupStage 5 of the lit review pipeline: merge and deduplicate papers from all prior stages (Undermind, Scholar Labs, supplementary…kennethkhoocyscriptsliterature-reviewFind, verify, and synthesize scientific literature — from "what's the seminal paper for X" through full multi-source reviews.…xuzhougengscriptsminutes-mirrorSelf-coaching analysis of your own behavior across meetings — talk-time ratio, filler words, hedging language, monologue length…silversteinscriptsoutcome-trackerRecord the testable predictions inside a decision, then score them against reality later — so frameworks earn trust from…mohitagw15856scriptspaper-narrativeJudge and reshape the STORY a paper's figures tell. Input is the work itself — manuscript (or abstract) + figure deck — no…BioTender-maxscriptspr-writing-reviewExtract and analyze writing improvements from GitHub PR review comments. Use when asked to show review feedback, style changes…evalstatescriptsseo-fundamentalsCore principles of SEO including E-E-A-T, Core Web Vitals, technical foundations, content quality, and how modern search engines…sickn33scriptsskill-creator-linterInternal tool (not user-invocable). Called by meta-skill-creator as a DAG step (kind: agent) to lint a candidate meta-skill…opensquillascriptssupplementary-searchStage 4 of the lit review pipeline: search academic sources — general Google Scholar (--scholar), SSRN, NBER, HeinOnline…kennethkhoocyscriptstext-file-readRead a UTF-8 text file and emit its raw content on stdout. Tiny helper for meta-skills that need to round-trip an artefact…opensquillascriptstrustpilot-company-infoTrustpilot company profile lookup on trustpilot.com — input a company domain (e.g. apple.com, shopify.com, shopwagandtail.com)…browser-actscriptstrustpilot-reviewsTrustpilot customer reviews scraper for any company listed on trustpilot.com — given a company domain (e.g. shopify.com…browser-actscriptsvalidateCheck that an Open Knowledge Format (OKF) bundle is conformant with the v0.2 spec (§11). Use when asked to validate, lint, or…scaccogattowritesscriptsyoutube-downloaderDownload YouTube videos with customizable quality and format options. Use this skill when the user asks to download, save, or…composio-communityscriptsyoutube-downloaderDownload YouTube videos with customizable quality and format options. Use this skill when the user asks to download, save, or…ComposioHQscriptswebsearch-searchRun the lit-review orchestrator keyless agent-driven web search channel that uses WebSearch and WebFetch outputs normalized…kennethkhoocyscriptsclimate-aligned-contracts-felix-cohenDraft, adapt, and review contracts and clauses aligned with The Chancery Lane Project's methodology for reducing carbon emissions…lawve-aiacademic-paperAcademic paper writing skill with 12-agent pipeline. v2.5: Style Calibration (learn author's writing voice from past papers) +…brycewang-stanfordtsdownBundle TypeScript and JavaScript libraries with blazing-fast speed powered by Rolldown. Use when building libraries, generating…antfudeep-researchUniversal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 7 modes: full research, quick…brycewang-stanfordyao-meta-skillCreate, refactor, evaluate, and package agent skills from workflows, prompts, transcripts, docs, or notes. Use for skill…sickn33dbos-typescriptGuide for building reliable, fault-tolerant TypeScript applications with DBOS durable workflows. Use when adding DBOS to existing…sickn33chatgpt-app-builderBuild, modify, debug, or review ChatGPT Apps with mcp-use.mcp-usemcp-builderBuild, modify, debug, or review TypeScript MCP servers with mcp-use.mcp-useChina-CF-Study根据研究者提供的**研究计划书(Research Proposal)**执行基于中国制度环境的公司金融类实证研究全流程。**启动后第一件事:根据计划书的主题、识别策略、贡献边际与样本范围,从中国-context…brycewang-stanfordai-governance-reviewer-carl-ditzlerUse this skill when the user wants an AI governance, legal-risk, privacy, compliance, procurement, or vendor-risk review of an…lawve-aitao-train-mask2formerMask2Former for universal image segmentation (panoptic, instance, and semantic). Transformer-based with masked attention for…NVIDIAwritesWord EditorEdit, query, and transform Word documents (.docx) with the SuperDoc CLI. Use when the user asks to read, search, modify, format…lawve-aigoogle-antigravity-sdkDesign, implement, and debug autonomous AI agents and multi-agent systems using the Google Antigravity (AGY) SDK. ACTIVATE this…google-antigravitymarp-slideCreate professional Marp presentation slides with 7 beautiful themes (default, minimal, colorful, dark, gradient, tech…softaworksapp-storeApp Store optimization and marketing skills for descriptions, screenshots, keywords, review responses, and comprehensive…rshankraswritesmarp-slides-creator专业Marp演示文稿制作助手。支持完整工作流程:工作空间初始化、内容分析、slides制作、多维度审阅、中文语言规范审阅(中文演示文稿)、PNG转换检查、终稿确定。所有产出物集中管理在项目工作文件夹中。当用户提到"制作slides"、"做PPT"、"演示文稿"…brycewang-stanfordwritesctf-reverseProvides reverse engineering techniques for CTF challenges. Use when the main job is to understand how a compiled, obfuscated…ljagiellowritesacademic-paper-reviewerMulti-perspective academic paper review with dynamic reviewer personas. Simulates 5 independent reviewers (EIC + 3 peer reviewers…brycewang-stanfordindustrial-ai-researchIndustrial AI literature research with mandatory intake questions, venue-aware source prioritization, structured report outputs…brycewang-stanfordresearch-grantsWrite competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Agency-specific formatting, review criteria…K-Dense-AIwritesresearch-grantsWrite competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Agency-specific formatting, review criteria…K-Dense-AIwritespbi-report-designThe Power BI report design canon covering design identity, visual hierarchy and the 3-30-300 rule, layout/spacing/alignment…data-goblindocs-workflowsDocumentation and extension workflows derived from local slash commands (docs, explanation, issues, prototypes, tutorials, MCP…TencentCloudBase
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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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