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
3,5053,552 · page 74 / 1,329
mfs-ingestRegister, update, or re-sync data sources for MFS so they become searchable — postgres / mysql / mongo / snowflake / bigquery…zilliztechproduct-developmentEnd-to-end product development for iOS/macOS apps. Covers market research, competitive analysis, PRD generation, architecture…rshankraswritestao-train-deformable-detrDeformable DETR for 2D object detection. Uses deformable attention for efficient multi-scale feature processing, lighter than…NVIDIAwritestao-train-grounding-dinoGrounding DINO for open-set object detection. Combines DINO-style detection with a BERT text encoder for language-guided…NVIDIAwritestao-train-mask-grounding-dinoMask Grounding DINO for grounded instance segmentation. Extends Grounding DINO with a mask-prediction head for open-set…NVIDIAwritestao-train-mask2formerMask2Former for universal image segmentation (panoptic, instance, and semantic). Transformer-based with masked attention for…NVIDIAwritestao-train-oneformerOneFormer for universal image segmentation. Unifies panoptic, instance, and semantic segmentation with a single architecture…NVIDIAwritestao-train-rtdetrRT-DETR (Real-Time DEtection TRansformer) for 2D object detection. Designed for real-time inference with competitive accuracy and…NVIDIAwritesWord EditorEdit, query, and transform Word documents (.docx) with the SuperDoc CLI. Use when the user asks to read, search, modify, format…lawve-aiazure-costAzure cost management: query costs, forecast spending, optimize to reduce waste. WHEN: \"Azure costs\", \"Azure bill\", \"cost…microsoftcitation-skills22 citation management skills. Trigger: managing references, formatting citations, BibTeX, bibliographies. Design: reference…brycewang-stanfordgoogle-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…softaworksmatlab-build-simbiology-modelBuild, modify, and diagram SimBiology models — API reference, helper functions, and layout patterns. Use when constructing or…matlabmatlab-model-rfRF Toolbox and RF Blockset in MATLAB -- S-parameter I/O, network conversions (S/Z/Y/ABCD/T/H/G, mixed-mode)…matlabux-auditWalk through a live web app AS a real user to find usability + behavioural bugs that static reviews miss. REQUIRES proof of…jezweb20-brief-client-intakeTao brief khach hang dien cho agency (client intake form) — form thu thap thong tin dau vao chi tiet de agency lap ke hoach…minhnv0807app-storeApp Store optimization and marketing skills for descriptions, screenshots, keywords, review responses, and comprehensive…rshankraswritesbaocutDrive BaoCut from the CLI: transcribe local media or media URLs, polish transcripts through Agent workers, translate/correct…JimLiucloudbase-agentBuild and deploy AI agents with CloudBase Agent SDK (TypeScript & Python). Implements the AG-UI protocol for streaming agent-UI…TencentCloudBasecode-testing-extensionsProvides file paths to language-specific extension files for the code-testing pipeline. Call this skill to discover available…dotnetcrossframe-orgUse when CrossFrame Suite routes explicit Chinese analysis of teams, projects, organizations, responsibility chains, feedback…sickn33deepstream-devNVIDIA DeepStream SDK development with Python pyservicemaker API. Use when building video analytics pipelines, GStreamer-based…NVIDIAmfs-findSearch, grep, browse, and read across registered MFS data sources via the `mfs` CLI — codebases, docs, PDFs, web crawls…zilliztechroadrunner-convert-lanelet2-to-rrhdConvert Lanelet2 maps (.osm) to RoadRunner HD Map (.rrhd) format using MATLAB. Use when converting Lanelet2 maps into RoadRunner…matlabtao-train-centerposeCenterPose for keypoint / pose estimation. Detects object centers and regresses keypoint locations for 6-DoF object pose…NVIDIAwritestao-train-metric-learning-recognitionMetric-learning recognition (ml-recog) for fine-grained visual recognition. Learns embeddings for retrieval-based matching (e.g.…NVIDIAwritestao-train-segformerSegFormer for semantic segmentation. Lightweight transformer-based architecture with hierarchical feature extraction, efficient…NVIDIAwriteswooyun-legacyProvides web vulnerability testing methodology distilled from 88,636 real-world cases from the WooYun vulnerability database…waybarriosaws-architecture-diagramGenerate validated AWS architecture diagrams as draw.io XML using official AWS4 icon libraries. Use this skill whenever the user…awslabswritesbaoyu-xhs-imagesGenerates Xiaohongshu (Little Red Book) infographic series with 10 visual styles and 8 layouts. Breaks content into 1-10…ECNU-ICALKCTF•Web 漏洞用于 XSS、SQL 注入、SSTI、SSRF、XXE、JWT、鉴权绕过、文件上传、请求走私、OAuth/OIDC、SAML 与原型污染等 Web 类 CTF 题;触发名:ctf-webasdfgh1445writesctf-webProvides web exploitation techniques for CTF challenges. Use when the target is primarily an HTTP application, API, browser…ljagiellowritesdpia-sentinel-oliver-schmidt-prietzGDPR Data Protection Impact Assessment (DPIA) guidance under Article 35 GDPR, EDPB Guidelines WP 248 rev.01, EDPB Opinion 28/2024…lawve-ailegacy-circuit-mockupsGenerate breadboard circuit mockups and visual diagrams using HTML5 Canvas drawing techniques. Use when asked to create circuit…githubmongodb-schema-designMongoDB schema design patterns and anti-patterns. Use when designing data models, reviewing schemas, migrating from SQL, or…fcakyonnist-ai-rmfApply the NIST AI Risk Management Framework (NIST AI 100-1 + the NIST AI 600-1 Generative AI Profile) to a specific AI system…lawve-ainotion-research-documentationSearches across your Notion workspace, synthesizes findings from multiple pages, and creates comprehensive research documentation…Prat011oma-designAI design specialist skill with DESIGN.md management, anti-pattern enforcement, optional Stitch MCP integration, and component…first-flukepaidf-anomalygenFull PAIDF AnomalyGen pipeline — fine-tune on a new anomaly dataset, generate synthetic anomaly images (SDG), evaluate quality…NVIDIAwritesstat-writingEnd-to-end statistical writing assistant for LaTeX - draft title/abstract/keywords, expand outlines into sections, audit…brycewang-stanfordstory-short-analyze短篇网文拆文。拆解爆款短篇小说(番茄短篇 / 故事会 / 知乎盐选 / 追妻 / 世情 / 重生 / 虐渣等通俗题材)的故事核、结构、情感线、反转设计、写作手法、共鸣层次。单一全量拆解管道:跑完 Stage 2-6 产出完整拆文报告,落盘到…worldwonderertao-train-sparse4dSparse4D for multi-camera temporal 3D object detection and tracking. Uses sparse queries with deformable attention across camera…NVIDIAwritesvitestVitest fast unit testing framework powered by Vite with Jest-compatible API. Use when writing tests, mocking, configuring…antfuagents-generatorGenerate project-specific AGENTS.md and companion rules by analyzing a codebase. Supports full, minimal, update, and dry-run…sickn33writesagents-sdkBuild AI agents on Cloudflare Workers using the Agents SDK. Load when creating stateful agents, durable workflows, real-time…cloudflareapp-builderMain application building orchestrator. Creates full-stack applications from natural language requests. Determines project type…sickn33autoresearchAutonomous iteration loop: modify, verify, keep/discard against any metricuditgoenka
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Where they come from
Open Source Radar →
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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