Agent skills

Skills for codex

Q: 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.

Q: 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.

Q: 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.

Q: 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.

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 28,838 codex 6,583 cursor 4,244 copilot 1,341 windsurf 73 cline 44

CategoryAI & Agents 4,188 Data & Analytics 3,152 Code Review & Quality 1,857 Backend & API 1,737 Security 1,624 Workflow & Productivity 1,614 Documentation 1,361 Design & Presentation 1,327 Content & Marketing 1,213 Testing & QA 1,074 DevOps & Cloud 783 Databases 735 Frontend 623 Business & Finance 447 Media & Video 349 Other 7,916

10,654 found

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tao-run-deft-aoiRun the full DEFT AOI improvement loop for NVIDIA TAO VisualChangeNet / ChangeNet PCB inspection models: baseline evaluate, RCA…NVIDIAwritesscripts

app-itTurn a local project or a hosted web app (including a published Claude Artifact URL) into a macOS Dock-launchable .app. Use when…Christian-Katzmannscripts

code-reviewerCode review automation for TypeScript, JavaScript, Python, Go, Swift, Kotlin, C#, .NET, Java, C, C++, Rust, Ruby, PHP, and…alirezarezvaniscripts

chat-motion-overlayGenerate configurable chat motion overlays from a transcript or screenshot, including plain bubble scenes, app-style chat…nexu-ioscripts

design-harnessA decision board for evidence-based calls — the human adjudicates, the agent runs the errands. Three layers (sources → ideas →…tigerless-labsscripts

instagramIntegracao completa com Instagram via Graph API. Publicacao, analytics, comentarios, DMs, hashtags, agendamento, templates e…sickn33scripts

whatsapp-cloud-apiIntegracao com WhatsApp Business Cloud API (Meta). Mensagens, templates, webhooks HMAC-SHA256, automacao de atendimento.…sickn33scripts

baoyu-post-to-wechatPosts content to WeChat Official Account (微信公众号) via API or Chrome CDP. Supports article posting (文章) with HTML, markdown, or…JimLiuscripts

create-chatgpt-mockupRender pixel-accurate ChatGPT mobile (iOS) screen mockups in light mode from a thread JSON. Supports user text bubbles, user…gooseworks-aiscripts

keyword-graph-viewExtract exactly 8 context-sensitive keywords from Chinese, English, or mixed text and turn them into a distributed weighted Graph…twhsiscripts

planning-with-filesManus-style persistent file-based planning for AI coding agents: keeps task_plan.md, findings.md, and progress.md on disk so work…OthmanAdiwritesscripts

baoyu-danger-gemini-webGenerates images and text via reverse-engineered Gemini Web API. Supports text generation, image generation from prompts…JimLiuscripts

design-information-prepExtract evidence-grounded project facts from user-provided design attachments, identify missing information, and prepare the…SeanJ1angscripts

oma-videoShort-form, explainer, and demo video generation via a key-optional 3-tier router. Composes scripts, oma-voice narration…first-flukescripts

train-sentence-transformersTrain or fine-tune sentence-transformers models across `SentenceTransformer` (bi-encoder; dense or static embedding model; for…sickn33scripts

pi-goalPersistent Codex-style goal tracking for pi. Use when the user explicitly asks to set, continue, audit, pause, resume, complete…code-yeongyuscripts

ui-ux-pro-maxComprehensive design guide for web and mobile applications. Use when designing new UI components or pages, choosing color…sickn33scripts

wangjianshuo-perspective王建硕的思维框架与表达方式。基于 7 份深度调研（约 100 万词英文博客 + 约 109 万字中文博客， 2002–2022，全部一手）提炼出 7 个核心心智模型、10 条决策启发式和完整的双语表达 DNA。…jianshuoscripts

weaviateSearch, query, inspect, create, and import data into Weaviate vector database collections using official scripts and references.sickn33scripts

frontendMUST USE for frontend/web UI/UX/visual work: building, styling, redesigning pages/components, React setup, performance audits…code-yeongyuscripts

ideagramTurn a concept, feature description, blog post, or pitch into a single beautiful, on-brand illustration by matching it to a real…codeswithrohscripts

short-drama基于文件系统初始化、继续、恢复和交付短剧或漫剧项目，并提供本地 Dashboard 管理项目文本与预览项目媒体。面向编剧、漫剧工作室与编导。用户提出“创建/继续短剧项目”“看进度/下一步”“打开…worldwondererscripts

autonomous-builderFull-stack software development agent for design, implementation, testing, and deployment. Use when the user explicitly asks for…foryourhealth111-pixelwritesscripts

create-apple-notes-mockupRender pixel-accurate Apple Notes (iPhone, light mode) screenshot mockups from a JSON note spec. Outputs HTML + PNG at the iPhone…gooseworks-aiscripts

lsp-setupConfigure a Language Server (LSP) for a specific language so editor/agent tooling — diagnostics, go-to-definition…code-yeongyuscripts

tao-finetune-cosmos-reasonCosmos3-Nano video QA supervised fine-tuning with FSDP parallelism. Use when training or evaluating video question-answering…NVIDIAwritesscripts

tilegym-converting-cutile-to-tritonConverts cuTile GPU kernels (@ct.kernel) to Triton (@triton.jit). Handles standard in-repo conversion, debugging…NVIDIAscripts

app-it-staticTurn a finished or buildable web app into a macOS Dock-launchable .app that serves built output instead of a dev server. Use when…Christian-Katzmannscripts

hsb-ip-defGenerate, validate, compare, or explain HSB HOLOLINK_def.svh macros. Do not use for FPGA_top.sv wrappers or packetizer-only…NVIDIAscripts

light-figureLight 科研主线第 9 步·图表：图服务论点（每图支撑哪条 claim、删了缺什么）+ 出版级规格（栏宽/字号/色盲安全/ 误差棒+n+显著性）+ 视觉诚实（不偷偷截 y 轴/不双 y 轴伪相关/不 jet-rainbow）+ 渲染后多模态「真看一眼」+…Light0305scripts

paper-glossaryUse when building reusable Obsidian glossary notes from an existing paper source manifest, optionally with a raw-sections…917Dhjscripts

render-value-propRender a designed 'value prop' video from a config — 3-5 noun-phrase benefit claims (<=4 words each) revealed sequentially over…gooseworks-aiscripts

skill-creatorCreate, refine, and benchmark agent skills. Use when building a new skill, updating an existing one, running evals, checking…feiskyerscripts

user-thoughtsPersist user decisions and project constraints to mdbase across sessions. Trigger on /user-thoughts or /ustht, or when the user…sickn33writesscripts

web-clone网站复刻 / 克隆方法论。USE WHEN 用户说复刻网站、克隆网站、clone website、抄个站、仿站、照着这个站做一个、reproduce site、还原某个网页效果、把这个站搬下来改成我的、…nexu-ioscripts

codex-dream-skinApply, launch, verify, repair, update, or restore a full decorative skin for the Windows Codex desktop app. Use when the user…xnydlscripts

wjs-syndicating-articlesUse when the user wants to auto-syndicate their latest 微信公众号 article across social platforms — picks the newest un-syndicated…jianshuoscripts

luopan-company-research罗盘的公司研究子模式。研究具体上市或非上市公司的财务增长、商业模式、竞争生态位、治理与组织信号，并分别生成投资初筛和求职初筛。由罗盘根 SKILL.md 在用户询问某公司怎么赚钱、发展怎样、值不值得投资、值不值得投递或加入时路由到此。zhangxiaoqiang1991scripts

hatch-petCreate, repair, validate, preview, and package Codex-compatible animated pet spritesheets from character art, screenshots…nexu-ioscripts

incident-commanderComprehensive incident response framework from detection through resolution and post-incident review. Battle-tested SRE/DevOps…alirezarezvaniscripts

physical-ai-people-attribute-searchUse when running people attribute search (PAS) image augmentation and auto-labeling workflows on OSMO: flow selection, preflight…NVIDIAscripts

slack-gif-creatorToolkit for creating animated GIFs optimized for Slack, with validators for size constraints and composable animation primitives.…composio-communityscripts

slack-gif-creatorToolkit for creating animated GIFs optimized for Slack, with validators for size constraints and composable animation primitives.…ComposioHQscripts

slack-gif-creatorToolkit for creating animated GIFs optimized for Slack, with validators for size constraints and composable animation primitives.…Prat011scripts

suede-release-linterAudit creative release folders before handoff: metadata, file structure, artwork, lyrics, stems, rights blockers, and platform…JasonColapietroscripts

card-widgetPush live data to the user's ai-desk-card M5Paper e-ink companion display. Use whenever the user asks to show todos, calendar…op7418writesscripts

create-imessage-mockupRender pixel-accurate iMessage screenshot mockups (DM or group) from a thread JSON. Supports minimal, with-keyboard, and full…gooseworks-aiscripts

fedora-hyprland-installerInstall, configure, verify, repair, update, and uninstall Hyprland on Fedora Linux with GPU-aware detection (NVIDIA/AMD/Intel).sickn33scripts

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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.

Keep going

Collections, ranked →

Which skill collections are moving this week, from our own snapshots.

Open Source Radar →

The repositories behind these skills, watched daily.

The makers →

Who publishes the skills you install.

Startup rankings →

The companies building in the same ecosystem.