Writing AI agent skills

2,093 skills in the archive. Read a skill’s instructions or open its original repository.

• Review Proposals

  by @anthropics

  Review and approve (or reject) pending playbook update proposals from the playbook-monitor agent and apply approved changes to the practice profile. Use when the playbook-monitor agent has surfaced proposals, when the user says…

• Deal Team Summary

  by @anthropics

  Aggregate diligence findings into a deal team briefing at the right altitude for the audience — exec summary for leadership, working summary for the team. Use when user says "brief the deal team", "what's the state of…

• Matter Workspace

  by @anthropics

  Manage matter workspaces — new, list, switch, close, or detach (practice-level). Use when a multi-client practitioner needs to create a matter, switch the active matter, list matters, archive a matter, or detach to…

• Investigation Open

  by @anthropics

  Open a new internal investigation matter — runs intake, generates the sources checklist, and creates the persistent investigation log. Use when a complaint or allegation comes in and the attorney needs to stand up a privileged…

• Investigation Memo

  by @anthropics

  Draft or update the privileged investigation memo from the investigation log. Use when an investigation is far enough along to write the first memo cut, or when new data has been added and the existing draft needs updating.

• Release Plannotator

  by @backnotprop

  Prepare and execute a Plannotator release — draft release notes with full contributor credit, bump versions across all package files, build in dependency order, and kick off the tag-driven release pipeline. Use this skill…

• Dyl Mode

  by @cursor

  Dylan's agent style on top of pstack: concise verified delivery, root causes over symptom patches, The Algorithm before design, plain /bro replies, live UI proof, reuse/simplify, and hard merge gates. Use for Dylan, /dyl-mode,…

• Google Slides

  by @cursor

  Build and edit Google Slides through the google-slides MCP tools - slides, grids of cards and columns, text boxes, shapes, images, tables, styling, layout inspection, and per-slide PNG rendering. Use when creating a deck, laying…

• Google Sheets

  by @cursor

  Build and edit Google Sheets with the google-sheets tools - values, formatting, charts, conditional formatting, structure, validation, named and protected ranges. Use when creating a spreadsheet or dashboard, formatting cells,…

• Google Docs

  by @cursor

  Author and edit Google Docs with the google-docs tools - structured writing, character and paragraph styling, lists, tables, images, headers/footers. Use when creating a formatted document, editing document content, or applying…

• Principle Redesign From First Principles

  by @cursor

  Apply when integrating a new requirement into an existing design. Redesign as if the requirement had been a foundational assumption from day one, instead of bolting it on.

• Blog Post

  by @nexu-io

  杂志感长文, 含 masthead、hero、figures、pull quote、作者署名

• Brand Promo Video Generator

  by @MiniMax-AI

  For marketers and creators producing promotional content for brands, products, websites, apps, shops, or personal projects. Users provide logos, product images, interface screenshots, official links, or other verifiable assets…

• Music Video Subtitle Generator

  by @MiniMax-AI

  For musicians, video creators, and social-media editors producing AI music videos or emotional short films with lyric typography. Users provide music, lyrics, references, characters, typography direction, mood, or target…

• Handdrawn Live Video Generator

  by @MiniMax-AI

  For creators making surreal short videos that blend rough glowing hand-drawn animation with live-action spaces. Users provide a scene idea, contact object or hand, desired mood, and optional language or style constraints. The…

• Minimalist Product Ad Generator

  by @MiniMax-AI

  Turn product images and ad requirements into minimalist product ad shorts for e-commerce promotion and product launches. The Skill confirms format and product variants, extracts selling points, writes concise English ad copy,…

• Create Design Md

  by @ibelick

  Create or update a DESIGN.md from an existing product repository or public website. Use when asked to document an interface's design language, reconstruct its visual system, extract design tokens and guidance from current…

• Writing User Outputs

  by @max-sixty

  CLI output formatting standards for worktrunk. Load before editing any code that calls warning_message, hint_message, error_message, info_message, eprintln, or println, or that produces strings the user will see (CLI help,…

• Seo Fundamentals

  by @vudovn

  SEO fundamentals, E-E-A-T, Core Web Vitals, and Google algorithm principles.

• Chinese Documentation

  by @jnMetaCode

  中文文档排版参考——中英文空格、全半角标点、术语保留、链接格式、中文文案排版指北约定。仅在用户显式 /chinese-documentation 时调用，不要根据上下文自动触发。

• Orchestrate

  by @cursor

  Use only when the user explicitly types `/orchestrate <goal>` to decompose a large task, spawn a tree of parallel cloud-agent workers/subplanners/verifiers via the Cursor SDK, and collect structured handoffs; do not invoke…

• Workflow From Chats

  by @cursor

  Extract durable working preferences from recent Cursor chats and convert them into skills, rules, or workflow docs. Use when asked to learn preferences, mine feedback, personalize workflows, or generate team/person-specific…

• Principle Attack The Premise

  by @cursor

  Apply when two or more fixes that share one premise have failed the same gate. Take a census of which actors hold the imbalance before the next fix, then question the premise instead of writing another fix that assumes it.

• Principle Encode Lessons In Structure

  by @cursor

  Apply when you catch yourself writing the same instruction a second time, or notice a recurring correction. Encode the rule as a lint, metadata flag, runtime check, or script instead of more text.

• Fix Merge Conflicts

  by @cursor

  Resolve merge conflicts non-interactively, validate build and tests, and finalize conflict resolution

• Viral Video Copywriting

  by @anbeime

  自媒体创作者与运营专员在缺乏爆款方法论、需拆解对标视频时使用。当需要创作短视频文案时，自动提取抖音视频信息并深度拆解开头钩子等爆款因素，一键生成符合爆款规律的原创文案，助你轻松打造高赞爆款内容。

• Product Marketing Copywriter

  by @anbeime

  当市场调研分析师与营销专员、内容创作者需要推广产品时，使用本技能可精准分析受众痛点与产品卖点，一键生成高转化标题与正文，快速产出激发购买欲的优质营销文案，大幅提升销售转化率。

• State Machine

  by @jakubkrehel

  Renders every state of a component you choose on a throwaway page, with mock data and a switcher, so you can work on each state.

• Excel Subtotal Audit

  by @HKUDS

  Audit generated Excel reports by enumerating populated output rows, exposing formulas, and checking that each subtotal range includes all visible detail rows.

• Create Soap Note

  by @HKUDS

  Generate structured medical SOAP notes with all required sections in a single comprehensive file write.

• Excel Debug Extraction

  by @HKUDS

  Iteratively debug Excel structure with exploratory scripts before writing extraction logic

• Ljg Writes

  by @lijigang

  写作引擎。把一个观点写成可理解、可迁移、经得住反例的 1000-1500 字中文文章。USE WHEN 写文章 OR 优化思想内容 OR 展开观点 OR 改写成逻辑递进的中文。NOT FOR 普通摘要、事实查询或结构风洞（用 ljg-structure）。

• Ljg Read

  by @lijigang

  Reading companion agent. Accompanies user through any text (books, articles, essays, papers, news) with translation, structural annotation, deep questioning, and cross-domain insights. Detects language, translates English to…

• Seedance 20

  by @Emily2040

  This skill should be used when creating, improving, or troubleshooting Seedance 2.0 video on any surface - Dreamina, Jimeng, CapCut, Doubao, Volcengine/Ark, BytePlus, Runway's Seedance route, fal, or third-party provider/router…

• Seedance Vocab En

  by @Emily2040

  This skill should be used when an English Seedance 2.0 prompt needs clearer production wording, less generic prose, or precise vocabulary for camera, lighting, motion, VFX, audio, and constraints. Route blocked prompts through…

• Seedance Vocab Zh

  by @Emily2040

  This skill should be used when the user asks for Chinese Seedance 2.0 prompt wording, Mandarin cinematic vocabulary, Chinese prompt compression, or translation of camera, lighting, action, VFX, audio, and production terms into…

• Seedance Camera

  by @Emily2040

  This skill should be used when the user asks for camera movement, shot scale, lens feel, framing, one-take direction, dolly, pan, tilt, push-in, handheld, aerial, macro, or camera-transfer guidance for Seedance 2.0.

• Seedance Vocab Ru

  by @Emily2040

  This skill should be used when the user asks for Russian Seedance 2.0 prompt wording, Russian cinematic vocabulary, or translation of camera, lighting, action, VFX, audio, and production terms into Russian.

• Spec To Code Compliance

  by @trailofbits

  Check code against the documentation that specifies it - which requirements hold, which the code contradicts, which are absent, and what the code does that no document mentions. Use when comparing an implementation against a…

• Goal Prompt

  by @trailofbits

  Drafts copy-paste-ready /goal commands for goal mode in Claude Code and Codex. Use when the user asks to create, write, rewrite, improve, compress, clean up, or prepare a goal prompt, goal condition, /goal command, goal-mode…

• Libafl

  by @trailofbits

  Builds custom fuzzers with LibAFL, the modular Rust fuzzing library. Covers composing observers, feedbacks, mutators, schedulers, and executors into a fuzzer for targets the standard tools do not fit. Use when writing a bespoke…

• Storyboard

  by @deanpeters

  Create a six-frame storyboard that shows a user's journey from problem to solution. Use when you need a fast narrative for alignment, concept reviews, or demos.

• Guizang Social Card Skill

  by @op7418

  Generate Guizang-style social card image sets, Live Photo motion cards, material-first Live Photo puzzle layouts, triple Live Photo collages, long-video-to-Live-Photo treatments, and WeChat official account cover pairs from…

• Read

  by @tw93

  Fetches URLs and PDFs, then summarizes or returns clean Markdown. Use when asked to read, fetch, quote, cite, convert, or save a URL or PDF. Not for local text files already in the repo.

• Think

  by @tw93

  Turns rough ideas into approved, decision-complete plans before coding. Use when planning architecture, judging whether to build, or writing a handoff. Not for bug fixes or small edits.

• Paper Section Author

  by @TokenRhythm

  Write one publication-style research-paper section as a bounded, citation-grounded LaTeX fragment from a writing plan, outline, citation plan, and optional figure/table context.

• Agent Orchestration Advisor

  by @deanpeters

  Design multi-agent AI workflows with clear boundaries, handoffs, and monitoring. Use when a complex PM task should run as parallel specialized agents instead of one linear process.

• Pol Probe Advisor

  by @deanpeters

  Select the right Proof of Life (PoL) probe based on hypothesis, risk, and resources. Use this to match the validation method to the real learning goal, not tooling comfort.

• Sdd Verify

  by @Gentleman-Programming

  Trigger: explicitly requested SDD verification. Run optional practical diagnostics against available implementation and artifacts.

• Issue Creation

  by @Gentleman-Programming

  Trigger: issue creation, bug reports, feature requests, or issue approval. Create and triage GitHub issues from repository evidence.

• Cognitive Doc Design

  by @Gentleman-Programming

  Design docs that reduce cognitive load. Trigger: writing guides, READMEs, RFCs, onboarding, architecture, or review-facing docs.

• Sdd Spec

  by @Gentleman-Programming

  Write SDD delta specs with requirements and scenarios. Trigger: orchestrator launches spec work for a change.

• Story Long Scan

  by @zenstory-ai

  长篇网文扫榜。分析起点、番茄、晋江等平台排行榜数据，提炼市场趋势与热门题材。触发方式：/story-long-scan、/长篇扫榜、「长篇什么火」「起点排行」。

• Ipollo Onto

  by @Devin-AXIS

  Use when the user explicitly chooses iPollo Onto or starts an Onto workbench task. Build and maintain business systems directly in its connected tables, relationships and documents, saving useful results progressively. A generic…

• Jev Decision

  by @Devin-AXIS

  Use Jev to select among available tools, skills or agents, or evaluate outputs against explicit rubrics. Use when the user requests Jev or a bounded decision would help; not for open-ended writing or research.

• Pentest Verification

  by @AIPentest

  验证铁律:搜索≠漏洞,confirmed Fact须证据,tentative表线索,禁止空泛推测,负结果也落库, 想象力拉满+单步验证零容忍。Use when writing project facts, validating findings, or avoiding hallucination.

• Content Creation Publisher

  by @anbeime

  内容创作者与自媒体创作者在需要将网页素材转化为多平台图文时，使用本技能可自动完成网页提取、Markdown排版美化、智能配图，并一键发布至微信公众号与X/Twitter，轻松实现从采集到发布的一站式自动化工作流。

• Dream Video Prompt Generator

  by @anbeime

  电商运营与内容创作者在制作数字人带货短视频时，用本技能一键生成即梦视频中英文提示词。依托四大智能体协同与专属公式，确保人物与情绪高度一致，完美适配5s带货场景，高效产出高质量分镜脚本，让视频制作事半功倍！

• Ecommerce Copywriter

  by @anbeime

  电商运营与内容创作者在需要为多品类商品创作或优化营销图片文案时使用。自动提炼核心卖点，生成带emoji的吸睛标题与直击痛点的场景化正文，一键产出高转化率电商文案，省时省力大幅提升商品点击与购买转化！

• Data Storytelling

  by @anbeime

  数据科学家与产品经理在向高管汇报或制作投资者演示时，当面临数据枯燥难懂的痛点，使用此技能可套用“Setup-Conflict-Resolution”叙事框架，自动生成结合可视化与业务上下文的洞察报告，让非技术受众秒懂结论并驱动决策。

• Content Research Writer

  by @anbeime

  内容创作者、技术写作员在撰写博客、深度文章或技术文档时，使用此技能可开启全流程写作协作。它能帮你研究资料、构建大纲、逐段打磨并自动添加引用，快速优化Hook，让你高效产出高质量内容，告别孤军奋战！

• Better Writing

  by @jakubkrehel

  Focuses on improving product copy in your project.

• Build Threejs Scroll Worlds

  by @MengTo

  Build rich, scroll-controlled real-time Three.js experiences as one persistent 3D world whose camera, lighting, atmosphere, materials, objects, DOM story, and interactions evolve across authored chapters. Use for 3D…

• Skill Cleaner

  by @steipete

  Codex/OpenClaw skill audit: live budget, usage, duplicates, compact descriptions.

• Agent Transcript

  by @steipete

  Requested GitHub PR/issue agent transcripts: redact, trim, preview, and insert safely.

• Github Cache Hygiene

  by @steipete

  GitHub quota/cache hygiene: Gitcrawl archives, Octopool-backed gh, freshness, limits.

• Nano Banana Pro

  by @steipete

  Nano Banana/Gemini image gen/edit: text/image input, 512-4K workflows.

• Feishu Channel Rules

  by @op7418

  Lark/Feishu channel output rules. Always active in Lark conversations.

• Memory Poisoning Detection

  by @Tencent

  Detect persistent instruction injection or long-term memory poisoning. Focus on writing/retaining hostile instructions for future tasks, not data leakage.

• File Path Traversal Detection

  by @Tencent

  Detect unsafe file handling and path traversal in upload/save/extract flows. Focuses on user-controlled paths or filenames, not data leakage.

• Deepchat Release

  by @ThinkInAIXYZ

  Prepare and publish DeepChat releases in this repository. Use when Codex needs to bump the app version, update CHANGELOG.md, keep release notes bilingual from v1.0.1 onward with English bullets first and Chinese bullets second,…

• React Native Expert

  by @tech-leads-club

  Senior React Native and Expo engineer for building production-ready cross-platform mobile apps. Use when building React Native components, implementing navigation with Expo Router, optimizing list and scroll performance, working…

• Tlc Implement

  by @tech-leads-club

  Implement a work already planned: extracts a checklist, builds it, and proves every check with an independent verifier. Use when the user says "extract a checklist", "build this ticket", "implement this spec", or…

• Docs Writer

  by @tech-leads-club

  Write, review, and edit documentation files with consistent structure, tone, and technical accuracy. Use when creating docs, reviewing markdown files, writing READMEs, updating `/docs` directories, or when user says "write…

• Confluence Assistant

  by @tech-leads-club

  Expert in Confluence operations using Atlassian MCP. Use when the user says "search Confluence", "create a Confluence page", "update a page", "find documentation in Confluence", "list spaces", or "add a comment to a page". Do…

• Coding Guidelines

  by @tech-leads-club

  Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, modifying, or reviewing code — implementation tasks, code changes, refactoring, bug fixes, or feature development. Do NOT use for architecture design,…

• Ipollowork Video Studio

  by @Devin-AXIS

  Create or edit the HyperFrames project owned by an active iPolloWork Video Studio session without changing the embedded Studio, starting another server, or writing to another project.

• Github Review Follow Up

  by @Devin-AXIS

  Inspect unresolved GitHub pull request review threads, group actionable feedback, implement selected fixes locally, and only reply or resolve threads after explicit user intent.

• Context7 Version Aware Implementation

  by @Devin-AXIS

  Use the current project dependency versions and Context7 documentation to implement or upgrade code without importing APIs from a different release line.

• Image Editing

  by @Devin-AXIS

  Edit an image from the active iPolloWork Image Studio selection or mask without overwriting the source image.

• Hyperframes Animation

  by @Devin-AXIS

  Create deterministic animation and transitions for the active iPollo Video project.

• Acme Research

  by @Devin-AXIS

  Search and summarize material from the Acme research service.

• N8n Agents

  by @czlonkowski

  Design n8n AI agents the right way. Use when building or editing any @n8n/n8n-nodes-langchain.* AI node — an AI Agent, LLM chain, Text Classifier, or Information Extractor — and whenever the user mentions AI agents, LLM with…

• Creating Pull Requests

  by @lightdash

  Use when creating, opening, or writing the title/description of a pull request, or writing PR bodies via `gh pr create` or `gt submit`. Covers what must go in the PR description (a ticket — GitHub issue or Linear) and what must…

• Frontend Style Guide

  by @lightdash

  Apply the Lightdash frontend style guide and design principles when working on React components or styling frontend code. Use when editing TSX files, building or reviewing UI, fixing styling issues, or when the user mentions…

• Lightdash Agent Slack Messaging

  by @lightdash

  Use this skill when writing, designing, or generating Slack messages for Lightdash's in-app analytics agent. Triggers when someone asks to create agent update messages, Slack digests, agent notifications, weekly summaries, daily…

• Filter Expressions

  by @lightdash

  Author filter expressions for run_metric_query and search_field_values, including conditional custom metric filters.

• Youtube Batch Transcript Extractor Api Skill

  by @browser-act

  This skill helps users automatically extract YouTube video transcripts and metadata in batch via the BrowserAct API. The Agent should proactively apply this skill when users express needs like batch extract full transcripts from…

• Agents Cli Langchain

  by @google

  Use when working in this project — adding tools, editing the agent, running, evaluating, serving or deploying it — or when guidance mentions ADK, LlmAgent, google.adk, adk web, or an ADK runner. This project is…

• Generate Reference Inspired Brand Worlds

  by @MengTo

  Generate multiple original brand campaign worlds from a supplied visual reference while controlling how close the new work feels without copying protected signature elements. Use when a user provides a brand identity image,…

• Article Prompts To Skills

  by @MengTo

  Convert an article, tutorial, or prompt pack into focused reusable AgentSkills, one independent capability per skill, with portable instructions, example prompts, working demos, preview screenshots, validation, gallery updates,…

• Write Like Meng On X

  by @MengTo

  Write, rewrite, review, or continuously refine X/Twitter posts in Meng To's current voice using his deduplicated authored-post corpus, personal and product context, shared resources, and Content repo evidence. Use when asked to…

• Build Game Changelog

  by @MengTo

  Design, implement, backfill, audit, and release in-game changelogs with contiguous versioning, deployment provenance, menu-state navigation, accessible toggle, close, and Escape behavior, and responsive release-ledger UI. Use…

• 3d Sky Background

  by @MengTo

  Create a camera-correct sky background for a 3D scene with a procedural atmosphere or panorama, horizon haze, aligned sunlight, and coherent environment lighting. Use for architectural skies, outdoor 3D backgrounds, golden hour,…

• Build Hybrid Game Assets

  by @MengTo

  Plan, create, integrate, or audit a hybrid asset pipeline for a Three.js or web game. Use when choosing among imported meshes, procedural 3D geometry, AI-generated reference art, 2D UI media, sprites, VFX, and performance-ready…

• Offensive Anti Forensics

  by @SnailSploit

  Anti-forensics and evidence destruction techniques for red team operators conducting authorized engagements. Covers log clearing on Windows (wevtutil, Clear-EventLog, ETW provider patching) and Linux (journal truncation,…

• Offensive Fuzzing

  by @SnailSploit

  Practical offensive fuzzing methodology covering target identification, fuzzer selection (AFL++, libFuzzer, Honggfuzz, Boofuzz, syzkaller), harness writing, corpus curation, mutation strategies, coverage measurement, and crash…

• Plan Pipeline Ceo Review

  by @FlorianBruniaux

  Strategic product gate: challenge the brief, find the 10-star product hiding inside the request, before writing any code

• Amazon Listing Competitor Analysis Skill

  by @browser-act

  This skill helps users analyze Amazon competitor listings by ASIN and produce structured competitive intelligence plus strategic opportunity points for their own go-to-market. The Agent should proactively apply this skill when…

• Commit Ko

  by @epoko77-ai

  AI(Claude 등)가 제안한 한글 커밋 메시지의 사무적·번역투 어휘("~을 수행함", "~을 진행함", "~적 개선을 실시함" 등)를 실제 개발자가 쓰는 자연스러운 한국어 커밋 메시지로 다듬는 스킬. humanize-korean과 달리 산문 문단이 아니라 1~2줄짜리 커밋 메시지 register에 특화되어 진단·청킹 없이 단일 콜로 즉시 처리한다. 트리거 — "커밋 메시지 자연스럽게", "커밋 메시지…