Agent skills

Skills for codex

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
10,654 found
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generating-aws-diagramsGenerates DrawIO XML diagrams for Amazon Web Services architectures from text descriptions or images. Analyzes existing .drawio…a5c-aiwritesscriptsgenerating-gcp-diagramsGenerates DrawIO XML diagrams for Google Cloud Platform architectures from text descriptions or images. Analyzes existing .drawio…a5c-aiwritesscriptsgenesis-evalsUse this skill to run the genesis maintainer-side eval suite against a target model (default: claude-opus-4.7). Activate when…danielmeppielscriptslight-data-engineeringLight 科研主线第 2 步·数据工程:**找得到且用得起的数据**(来源/许可/版本/大小/split)+ **提 idea 前先判数据可行性** (数据够不够支撑研究/统计功效)+…Light0305scriptslight-literature-searchLight 科研主线第 1 步·文献调研:在线多源检索(OpenAlex/arXiv/Crossref/Europe PMC/DOAJ,全程免 key)→ 产出**不是论文列表,是可直接喂 idea 的"领域地图"**:近三年前沿 + 经典奠基 +…Light0305scriptslight-paper-writingLight 科研主线第 8 步·论文写作:围绕「如何让审稿人相信值得发表」组织,初稿→审稿人视角循环打磨; 每个 claim 都有证据、措辞强度匹配证据强度、绝不过度宣称。何时用:实验+分析做完要写论文 / 写/改摘要·引言· 贡献句·结论 /…Light0305scriptsloreMarkdown project memory for AI agents. Use for decisions, architecture, conventions, monorepo scopes, `.lore/`, or `lore`…sickn33scriptsnotebooklmInteract with Google NotebookLM to query documentation with Gemini's source-grounded answers. Each question opens a fresh browser…sickn33scriptsod-contributeOne-click contribution flow for Open Design (nexu-io/open-design) — even for non-coders. Pick one of four cards (ship a Skill or…nexu-iowritesscriptsoma-mobileMobile specialist for Flutter, React Native, and Swift native iOS development. Use for mobile app, Flutter, Dart, React Native…first-flukescriptsopencode-qaQA opencode itself, per case: verify the CLI/terminal (opencode run, db, serve, export), prove a specific plugin…code-yeongyuscriptsskill-complyVisualize whether skills, rules, and agent definitions are actually followed — auto-generates scenarios at 3 prompt strictness…mturacscriptsskill-sentinelAuditoria e evolucao do ecossistema de skills. Qualidade de codigo, seguranca, custos, gaps, duplicacoes, dependencias e…sickn33scriptstimesfm-forecastingZero-shot time series forecasting with Google's TimesFM foundation model. Use this skill when forecasting ANY univariate time…foryourhealth111-pixelwritesscriptslight-orchestratorCoordinate and recover multi-stage Light research projects through the canonical .light/passport.yaml state, stages 1-13…Light0305scriptslight-result-analysisLight 科研主线第 7 步·结果分析:不描述好坏、解释「为什么」,把每条结论**绑死到 claim + 证据强度**,并防 p-hacking。 何时用:实验跑完要解读结果 / 问「这些数说明什么」/ 要做显著性检验 + 效应量 + 置信区间 +…Light0305scriptswriting-skillsUse when creating, updating, or improving agent skills.sickn33scriptsbaoyu-danger-x-to-markdownConverts X (Twitter) tweets and articles to markdown with YAML front matter. Uses reverse-engineered API requiring user consent.…JimLiuscriptsclinical-decision-supportGenerate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including…foryourhealth111-pixelwritesscriptsdeepstream-generate-pipelineBuild DeepStream GStreamer pipelines interactively. Use when the user asks about pipelines for video/image inference, detection…NVIDIAscriptsearth2studio-create-diagnosticCreate Earth2Studio diagnostic model wrappers for single-step data transformations, including simple derived diagnostics…NVIDIAscriptslight-research-ethicsLight 科研诚信与伦理全生命周期常驻红线门:在研究分诊、审批、采集、变更、分析、投稿、发布与出版后检查 学术不端/数据造假/统计自洽/结论夸大/幻觉与撤稿 引用/自我抄袭/隐私/版权/署名与 AI…Light0305scriptsmigrate-to-codexMigrate supported instruction files, skills, agents, and MCP config into Codex project and global files.Haohao-endscriptsmigration-architectZero-downtime migration planning, compatibility validation, and rollback strategy generation. Tools for system, database, and…alirezarezvaniscriptsrender-offer-adRender a punchy ~12s vertical (9:16) music-only direct-response OFFER ad as a 4-beat kinetic-typography film — HEADLINE slam →…gooseworks-aiscriptstelegramIntegracao completa com Telegram Bot API. Setup com BotFather, mensagens, webhooks, inline keyboards, grupos, canais.…sickn33scriptswjs-publishing-wechat当用户想写或发布微信公众号文章时使用——他们给出零散思路、草稿或笔记,请你润色、生成题图和解释图,或准备上传到…jianshuoscriptsearth2studio-create-datasourceCreate and validate Earth2Studio data source wrappers (DataSource, ForecastSource, DataFrameSource, ForecastFrameSource) from…NVIDIAscriptsfigmirrorThis FigMirror skill should be used when the user asks to "mirror this figure's style", "copy this figure's style", "make a chart…VILA-Labscriptshugging-face-model-trainerTrain or fine-tune language and vision models using TRL (Transformer Reinforcement Learning) or Unsloth with Hugging Face Jobs…sickn33scriptslight-idea-generationLight 科研主线第 3 步·提 idea:从模糊方向/数据/文献**结构化发散**(激发算子系统生成,不是泛泛头脑风暴) → 产**值得做且做得成的分层候选 idea**(moonshot 冲刺/solid 稳妥/safe…Light0305scriptslight-review-rebuttalBuild auditable peer-review revision and author-response packages for Light stage 13. Use after receiving reviewer comments, a…Light0305scriptssimulateHow to simulate a Lagune command end to end so the user sees both the process and the results in chat. Use when the user asks to…wellwelwelscriptsworkthreadsSpecStory Workthreads - a weekly work-thread rollup across a team's repos from SpecStory coding histories (any agent - Claude…specstoryaiwritesscriptsearth2studio-create-prognosticCreate Earth2Studio prognostic (time-stepping forecast) model wrappers. Do NOT use for diagnostic models, data sources, or…NVIDIAscriptslight-file-readingLight 多格式文件深度理解常驻技能:强大地读 Word / PDF / PPTX / Excel / CSV / 图片 / 视频 / 代码 / 压缩包,**不只提取文字,而是理解结构 / 图表 / 数据 / 格式要求 /…Light0305scriptslight-idea-critiqueLight 科研主线第 4 步·审 idea:以**顶会审稿人标准严审** idea,**撞车/无创新 fatal flaw 一票否决**(critical 门), 逼出真能发表的 idea。何时用:用户问"这 idea…Light0305scriptslight-memory-pmLight 项目运行时记忆与项目管理常驻技能:把"项目做到哪/定了啥/出到哪版/术语怎么统一/上次断哪" 落到每个项目自己的 .light/ 目录(项目卡 + 决策日志 + 版本史 + 受控术语表 + 跨会话交接卡), 复用 passport.py 引擎管…Light0305scriptslight-research-planLight 科研主线第 5 步·研究方案与实验设计:把 idea-critique 放行的 idea 与 data feasibility 拆成**能真执行、能写进论文、 能复现**的 question/estimand、实验矩阵与预注册包。何时用:idea…Light0305scriptslight-typesettingBuild and preflight submission-ready LaTeX/PDF artifacts for Light stage 11. Use when receiving a paper-writing manuscript…Light0305scriptsneuropixels-analysisNeuropixels neural recording analysis. Load SpikeGLX/OpenEphys data, preprocess, motion correction, Kilosort4 spike sorting…foryourhealth111-pixelscriptsoma-backendBackend specialist for APIs, databases, authentication with clean architecture (Repository/Service/Router pattern). Use for API…first-flukescriptssession-profilerProfile and debug Hermes sessions from their JSONL transcripts. Find a session and its subagents, build a queryable event table…tamdogoodscriptsskill-creatorCreate new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from…CherryHQscriptsskill-testerValidate, test, and score the quality of skills within the claude-skills ecosystem. Comprehensive meta-skill: structure…alirezarezvaniscriptstdd-guideTest-driven development skill for writing unit tests, generating test fixtures and mocks, analyzing coverage gaps, and guiding…alirezarezvaniscriptstech-debt-trackerScan codebases for technical debt, score severity, track trends, and generate prioritized remediation plans. Use when users…alirezarezvaniscriptstilegym-cutile-autotuningUse when adding, modifying, optimizing, or debugging CuTile autotuning code. Trigger signals: `exhaustive_search` /…NVIDIAscripts
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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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