Agent skills

Skills for claude-code

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
62,644 found
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brand-researchKickoff research for a brand you haven't worked on before — web research, existing-ad analysis from the Meta Ad Library…gooseworks-aiscriptscitation-managementComprehensive citation management for academic research. Resolve bibliographic identifiers, extract accurate metadata, validate…foryourhealth111-pixelwritesscriptscitation-managementComprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata…FreedomIntelligencewritesscriptscitation-managementComprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata…LeonChaoXwritesscriptsclaude-reflectExecute self-learning system that captures corrections during sessions and syncs them to CLAUDE.md. Use when discussing…jeremylongshorewritesscriptscompliance-osCompliance OS — meta-orchestrator that lets compliance teams CONFIGURE which frameworks apply, COMPUTE cross-framework control…alirezarezvaniscriptscontext-agentAgente de contexto para continuidade entre sessoes. Salva resumos, decisoes, tarefas pendentes e carrega briefing automatico na…sickn33scriptsdatabricks-streaming-guardianGuard production Databricks data pipelines — Delta Lake, Liquid Clustering, Structured Streaming, Auto Loader, and DLT — against…jeremylongshorewritesscriptsfinancial-analystPerforms financial ratio analysis, DCF valuation, budget variance analysis, and rolling forecast construction for strategic…alirezarezvaniscriptsfinetuningGenerates code that fine-tunes a base model using SageMaker serverless training jobs. Use when the user says "start training"…awslabsscriptsfrontend-designTransform UI style requirements into production-ready frontend code with systematic design tokens, accessibility compliance, and…jjyaoaoscriptsgenimlUse Geniml for audited local genomic-interval workflows: validate BED and universe contracts, plan Region2Vec or scEmbed runs…K-Dense-AIwritesscriptsgeometry-assistantUse when rendering high-school solid-geometry problem data into an interactive 3D standalone HTML artifact with known-condition…mingchen666scriptsgeopandasGuidance and local audit tools for Python workflows that directly use GeoPandas GeoSeries, GeoDataFrame, spatial operations, or…K-Dense-AIwritesscriptsgolang-cliGolang CLI application development. Use when building, modifying, or reviewing a Go CLI tool — especially for command structure…samberwritesscriptshatch-petCreate, repair, validate, visually QA, and package MyAgents/Codex-compatible animated pets and pet spritesheets from character…hAcKlycscriptsinstitutional-flow-trackerUse this skill to track institutional investor ownership changes and portfolio flows using 13F filings data. Analyzes hedge…BaggaT236scriptslight-consistencyLight 跨材料一致性常驻机读门:在所有产出材料后台核查术语 / 指标(名+值)/ 创新点表述 / 方法名 在论文·PPT·软著·代码·项目文档之间是否统一,定义一改回扫所有已产出材料,把"各处说法对齐"从口头 建议落成**可机检、可阻断、可被总控…Light0305scriptsmobile-design(Mobile-First · Touch-First · Platform-Respectful)sickn33scriptsnv-generate-mr-brainUsed for generating synthetic brain MRI volumes with NV-Generate-CTMR rflow-mr-brain. Not for production training data.NVIDIAwritesscriptsnv-generate-mrUsed for generating synthetic body MRI volumes with NV-Generate-CTMR rflow-mr. Not for paired masks or production training data.NVIDIAwritesscripts法律工作总控legal 文件夹通用入口 Skill。用于法律咨询、案件办理、合同、产品法务、监管合规、诉讼、刑辩、劳动争议、破产、合规、文书、检索等任务的语义路由、案件隔离、来源披露、文件读取复查、法规/Wiki 校验、OCR…pa1nrui1scriptspdfUse when tasks involve reading, creating, or reviewing PDF files where rendering and layout matter; prefer visual checks by…foryourhealth111-pixelscriptspdfComprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and…jjyaoaoscriptspysamPython/HTSlib workflows for genomic files. Use when reading, querying, filtering, or writing SAM/BAM/CRAM, VCF/BCF, FASTA/FASTQ…K-Dense-AIwritesscriptsremote-compute-modalRun GPU jobs on the user's own Modal account via host.compute.create('byoc:modal', ...). Covers the…BioTender-maxscriptsrepo-readiness-auditUse when a user asks whether an identified repository is ready for further development, release work, a new feature, handoff, or…asimons81scriptsresearch-initScaffold a new research project with full reproducibility infrastructure in R and/or Python. Creates directory structure…brycewang-stanfordscriptsrevenue-operationsAnalyzes sales pipeline health, revenue forecasting accuracy, and go-to-market efficiency metrics for SaaS revenue optimization.…alirezarezvaniscriptssenior-backendDesigns and implements backend systems including REST APIs, microservices, database architectures, authentication flows, and…alirezarezvaniscriptssenior-frontendFrontend development skill for React, Next.js, TypeScript, and Tailwind CSS applications. Use when building React components…alirezarezvaniscriptssession-handoff-promptCreate a concise continuation prompt that a fresh agent session can paste in to resume a long or degraded session. Use when the…dongshuyanscriptsshushu-internship-toolUse when an AI assistant helps computer-industry internship candidates with 鼠鼠实习妙妙工具 quickly turn a target job description into a…LiuMengxuan04scriptsskill-card-generatorUse only to generate or update a governance skill card for a specified existing agent skill directory. Do not use for explaining…NVIDIAscriptsskillhone-optimizationOptimize a skill by planning, exploring available tools, diagnosing failures, and implementing fixes via PR. Use this skill as…Tencentscriptsstockbee-20pct-studyBuild and maintain a Stockbee-style daily 20% mover study for US equities by scanning +20%/-20% movers, classifying catalysts and…BaggaT236scriptsstory-review多视角对抗式审查。full/lean 模式在已部署 reviewer agents 时并行 spawn；缺失/异常 agents 或 spawn 失败时自动降级 solo，参考文件不可读时使用内置 rubric…worldwondererscriptssystematic-debuggingUse when encountering a bug, test failure, or unexpected behavior, before proposing fixesGanyuanRanscriptstao-mine-aoi-imagesRuns the DEFT embed-then-mine workflow for VCN AOI iterations — embeds the gap-analysis target parquet, embeds a source pool, and…NVIDIAwritesscriptstech-stack-evaluatorComprehensive technology stack evaluation and comparison tool with TCO analysis, security assessment, and intelligent…alirezarezvaniscriptsthebrain-bird-addressUse BIRD Book Deconstructor 2.2 to apply the formal BIRD 2.1 Knowledge Address protocol to complex manuscript text and TheBrain…twhsiscriptstooluniverse-image-analysisProduction-ready microscopy image analysis and quantitative imaging data skill for colony morphometry, cell counting…BioTender-maxscriptstracking-crypto-derivativesTrack cryptocurrency futures, options, and perpetual swaps with funding rates, open interest, liquidations, and comprehensive…jeremylongshorewritesscriptstradingviewDatos de mercado de TradingView via APIs publicas internas sin auth: Scanner (~300 columnas con quote/indicadores…gauss314scriptsturingdb-graphBuild, query, and analyse biomedical knowledge graphs in TuringDB, a columnar graph database with git-like versioning.BioTender-maxscriptsuncertainty-and-unitsTrack physical units and propagate measurement uncertainty in scientific calculations using pint and uncertainties. Use for unit…K-Dense-AIwritesscriptsvenue-templatesUse when preparing manuscripts, conference papers, or academic posters that need venue-specific templates, LaTeX style files…foryourhealth111-pixelwritesscriptsvideo-recreation完整的视频二创工具，支持视频反推、素材生成(图片/音效/背景音乐/配音/字幕)、视频合成、文件下载的全流程，集成Coze Bot API进行视觉分析，使用Edge-TTS进行语音合成anbeimescripts
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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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Collections, ranked →
Which skill collections are moving this week, from our own snapshots.
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The repositories behind these skills, watched daily.
The makers →
Who publishes the skills you install.
Startup rankings →
The companies building in the same ecosystem.