Agent skills

Every agent skill, in one place

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.

26,378
Skills catalogued
660
Source repositories
16
Categories
6
Tools covered
Browse by what you need
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
63,768 skills
1,0571,104 · page 23 / 1,329
product-skillsUse when coordinating product work across the 12 bundled product sub-skills (RICE, OKRs, UX research, design tokens, competitive…alirezarezvaniscriptsprompt-engineering-patternsMaster advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability.sickn33scriptspymatgenMaterials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project integration…LeonChaoXscriptsrdkitCheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints…K-Dense-AIwritesscriptsredditSearch and retrieve content from Reddit. Get posts, comments, subreddit info, and user profiles via the public JSON API. Use when…ReScienceLabscriptsrender-3d-product-showcaseAssemble a premium 3D product-showcase ad from a config — four beat clips (an orbiting hero rotation, a macro push-in, a physics…gooseworks-aiscriptsrun-history-skill-builderTurn a completed task, browser flow, artifact pipeline, failure-recovery trace, or repeatedly refined workflow into a new…dongshuyanscriptsscanning-input-validation-practicesScan for input validation vulnerabilities and injection risks. Use when reviewing user input handling. Trigger with 'scan input…jeremylongshorewritesscriptsschema-optimization-orchestratorMulti-phase schema optimization workflow orchestrator. Creates session directories, spawns phase agents sequentially, validates…jeremylongshorewritesscriptsscientific-impact-assessmentAssess paper and journal impact using OpenAlex citation counts, optional Altmetric data, and curated journal impact-factor…BioTender-maxscriptsscikit-learnMachine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression)…foryourhealth111-pixelscriptsscikit-learnMachine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression)…FreedomIntelligencescriptsscikit-learnMachine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression)…LeonChaoXscriptssector-analystThis skill should be used when analyzing sector rotation patterns and market cycle positioning. It fetches sector uptrend data…BaggaT236scriptssecurity-ownership-mapAnalyze git repositories to build a security ownership topology (people-to-file), compute bus factor and sensitive-code…Haohao-endscriptssenior-data-engineerData engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure. Expertise in Python, SQL…alirezarezvaniscriptsskill-creatorGuide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing…usewhalescriptsskill-improverThis skill should be used when the user asks to "apply skill improvements", "update skill from plan", "execute improvement plan"…brycewang-stanfordscriptssn-ppt-creativeCreative-mode PPT pipeline. One full-page 16:9 PNG per slide. LLM / VLM calls go through sn-ppt-standard/lib/model_client.py…OpenSenseNovascriptssn-ppt-entryEntry point for PPT generation. Asks the user to choose a mode (fast, standard, or creative), then collects role / audience /…OpenSenseNovascriptsspreadsheetUse when tasks involve creating, editing, analyzing, or formatting spreadsheets (`.xlsx`, `.csv`, `.tsv`) using Python…foryourhealth111-pixelscriptstooluniverse-clinical-trial-designStrategic clinical trial design feasibility assessment using ToolUniverse. Evaluates patient population sizing, biomarker…BioTender-maxscriptstooluniverse-gwas-snp-interpretationInterpret genetic variants (SNPs) from GWAS studies by aggregating evidence from multiple databases (GWAS Catalog, Open Targets…BioTender-maxscriptstooluniverse-systems-biologyComprehensive systems biology and pathway analysis using multiple pathway databases (Reactome, KEGG, WikiPathways, Pathway…BioTender-maxscriptsvalidating-api-contractsValidate API contracts using consumer-driven contract testing (Pact, Spring Cloud Contract). Use when performing specialized…jeremylongshorewritesscriptsvideo-cut把长视频按 Agent 选择的原片区间剪成短片。作为两阶段创作流程中的剪辑环节,读取 clip_plan.json 与源视频, 输出 edited_source.mp4;随后 Agent 按输出时间线写 narration.json。单独调用且未传…worldwondererscriptsvoice-ai-engine-developmentBuild real-time conversational AI voice engines using async worker pipelines, streaming transcription, LLM agents, and TTS…sickn33scriptswjs-converting-text-to-videoUse when the user wants a 王建硕-style WeChat article (article.md) turned into a narrated short MP4 video — TTS voiceover via 火山引擎…jianshuoscriptswjs-segmenting-videoUse when the user has a long-form video (interview / lecture / podcast / conversation) and a transcript SRT, and wants to extract…jianshuoscriptswork-items-to-issuesBreak a work-items.md file (produced by /plan-work-items) into independently-grabbable GitHub issues, one per slice, in each…testdoublewritesscriptsa4-eight-page-bookletUse A4 Eight Page Booklet 2.2 to create, write, repair, impose, and validate a printable A4 one-sheet eight-page mini book or…twhsiscriptsactionbook-web-testRun browser-based web tests against websites using Actionbook CLI. Activate when the user wants to test a website workflow, run…actionbookscriptsai-studio-imageGeracao de imagens humanizadas via Google AI Studio (Gemini). Fotos realistas estilo influencer ou educacional com iluminacao…sickn33scriptsalphaear-sentimentAnalyze finance text sentiment using FinBERT or LLM. Use when the user needs to determine the sentiment…RKidingscriptsanalyzing-dependenciesAnalyze dependencies for known security vulnerabilities and outdated versions. Use when auditing third-party libraries. Trigger…jeremylongshorewritesscriptsanalyzing-text-with-nlpExecute this skill enables AI assistant to perform natural language processing and text analysis using the nlp-text-analyzer…jeremylongshorescriptsarchaic-introgressionDetect Neanderthal and Denisovan introgression segments from modern human genomesBioTender-maxscriptsasset-genGenerate visual assets from text prompts: PNG images (Gemini / xAI Grok), GLB 3D models (Tripo3D), rigged biped characters…htdtscriptsauthoring-skillsAuthors new agent skills that follow the Anthropic + agentskills.io specification. Use when the user asks to create, draft…friday-platformscriptsautomating-api-testingTest automate API endpoint testing including request generation, validation, and comprehensive test coverage for REST and GraphQL…jeremylongshorewritesscriptsaws-lambda-managed-instancesEvaluate, configure, and migrate workloads to AWS Lambda Managed Instances (LMI). Triggers on: Lambda Managed Instances, LMI…awslabsscriptsazure-pricesLook up and compare Azure service pricing using the Azure Retail Prices API. Use this skill whenever the user asks about Azure…Code-and-Sortsscriptsbaoyu-format-markdownFormats plain text or markdown files with frontmatter, titles, summaries, headings, bold, lists, and code blocks. Use when user…JimLiuscriptsbaoyu-image-genAI image generation with OpenAI, Google, DashScope and Replicate APIs. Supports text-to-image, reference images, aspect ratios.…ECNU-ICALKscriptsbidsUse this skill when working with Brain Imaging Data Structure (BIDS) datasets: organizing neuroscience and biomedical data (MRI…K-Dense-AIscriptsbioservicesPrimary Python tool for 40+ bioinformatics services. Preferred for multi-database workflows: UniProt, KEGG, ChEMBL, PubChem…FreedomIntelligencescriptsbioservicesUnified Python interface to 40+ bioinformatics services. Use when querying multiple databases (UniProt, KEGG, ChEMBL, Reactome)…K-Dense-AIwritesscriptsbioservicesUnified Python interface to 40+ bioinformatics services. Use when querying multiple databases (UniProt, KEGG, ChEMBL, Reactome)…LeonChaoXscripts
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Where they come from
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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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