Writing AI agent skills

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

• Self Media Content Workflow

  by @yanhua1010

  通用自媒体内容生产与经营工作流。用于自媒体内容创作、选题策划、热点或竞品研究、多平台改写、短视频脚本、数字人视频、动画解说视频、YouTube 与抖音视频号小红书多平台视频发布、发布包、公众号草稿、内容数据分析、周复盘、月复盘和继续未完成任务。负责识别请求类型，调用创作简报、内容策略、热点竞品、平台文案、短视频与视频制片、视频发布、数据复盘和交付归档模块，并管理方向确认、标题确认、终稿确认和发布授权。

• Self Media Platform Copywriting

  by @yanhua1010

  将已确认的母题、证据和创作简报写成平台原生内容。用于 X 短帖、长帖或线程，小红书图文，微信公众号文章，视频号、抖音或小红书视频发布文案，YouTube 标题、描述、章节、标签和缩略图方案，以及同一母题的多平台适配。强调各平台独立设计标题、开头、证据顺序、结构和行动，不做机械缩写或共享正文式的一稿多发。

• Ucp

  by @Shopify

  Use when the user wants to use the UCP CLI to find, compare, buy, or track products from online merchants, or to set up and troubleshoot the local UCP profile required for merchant-scoped operations. Covers global catalog search…

• Chatgpt Video Editing Setup

  by @Jaycheng1103

  Set up, repair, or verify the local AI short-video environment: video-use, FFmpeg, the Source Han Sans TW subtitle font, ElevenLabs credentials, and optional HyperFrames skills. Use whenever a user asks to install, configure,…

• Self Media Content Brief

  by @yanhua1010

  为单篇或多平台自媒体创作澄清需求并生成可确认的创作简报。用于用户只给一句话选题、一个链接、一份素材、一个产品或模糊创作要求，需要确认目标受众、内容目标、核心判断、角度、深度、调性、证据、禁区和平台差异时。纯数据分析、已确认方向后的改稿和细节微调不使用此 Skill。

• Chinese Thesis Workbench

  by @ZyhSechub

  Standardize, draft, revise, check, and package Chinese undergraduate thesis or graduation-design papers from school templates, task books, proposals, sample papers, source code, screenshots, databases, APIs, tests, literature…

• Documentation Writer

  by @agulli

  Write or update technical documentation for code, APIs, or systems. Use when asked to document a module, write a README, generate API docs, or update existing documentation.

• Compartmentalize

  by @MaxFreedomPollard

  Sweep this conversation and save everything worth referencing again in future work into Compartment, the encrypted memory vault. Run it before compacting or summarizing so nothing is lost to the summary, or on its own at any…

• Uloop Hot Reload

  by @hatayama

  Apply C# edits to the running Editor without a compile or domain reload, keeping Play Mode state. Use instead of compile after editing method bodies or adding methods, fields, or new classes.

• V3 Cli Invocation Migration

  by @hatayama

  Migrate only uloop V2 CLI option syntax in agent skills, Markdown, POSIX shell scripts, and PowerShell scripts to V3 syntax. Use when updating first-party or third-party uloop command examples that contain V2-style boolean…

• Field Lab

  by @KyleAMathews

  An always-available field lab for thinking with AI, guided by Kit. Use it for any question, from a factual query or practical problem to a genuine tension, hostile thesis test, high-stakes decision, or full recursive dialectic.…

• Memory

  by @shobcoder

  Persistent, token-efficient project memory. When ON, maintains a `.shob/memory/` folder of structured `.md` files so the full context of the project is NEVER lost across responses, sessions, or context compaction. Uses…

• Zy Cinematic Realism

  by @popopo-99

  Develop supplied scripts, short stories, or synopses into scene understanding, director-facing art concepts, and motivated narrative keyframes; compile scene ideas, visual references, or existing prompts into model-native image…

• Youtube To Ebook

  by @zarazhangrui

  Transform YouTube videos into beautifully formatted ebook articles with transcripts

• Common Stitch Design

  by @HoangNguyen0403

  Drive Google Stitch over MCP safely - read screens, write and lint DESIGN.md, create design systems, and fix designs through variants instead of overwriting. Use when reviewing, editing, or generating Stitch screens or DESIGN.md…

• Quality Engineering Zephyr Test Generation

  by @HoangNguyen0403

  Generate Zephyr test cases from Jira stories: parse acceptance criteria and business rules, impact-analyze existing TCs (update vs. create new), and draft correctly named test cases. Use for AC-to-test generation; defer…

• Quality Engineering Business Analysis

  by @HoangNguyen0403

  Investigate requirements via atomic AC decomposition, actor/permission matrices, and truth-table edge cases; enforce User Story standards (scope fences, platform tags, toggles). Use when writing/reviewing Stories or AC with…

• Common Workflow Writing

  by @HoangNguyen0403

  Rules for writing concise, token-efficient workflow and skill files. Prevents over-building that requires costly optimization passes. Use when creating or editing workflow files, SKILL.md files, or new skill definitions.

• Paper Reviewer

  by @Boom5426

  Referee-side skill for Nature Portfolio manuscripts: write a referee report, inventory every ask and sub-ask in received comments, grade drafted replies, and test reply readability. Check methodology, statistics, reporting,…

• Write Scientific Manuscript

  by @Boom5426

  Diagnose and repair the clarity and logic of manuscript prose, journal-agnostic. Use when a passage is technically correct but hard to follow: buried topic sentences, missing logical bridges, ambiguous referents, abstract noun…

• Anti Defensive Writing

  by @Boom5426

  Remove audit, defensive, self-critical, developer-facing and commitment writing from manuscripts, Supplementary Information, legends, table notes, data/code statements and figure content. Preserve numbers, definitions,…

• Paper Workflow

  by @Boom5426

  Route general manuscript requests such as improve my paper, revise this draft, 优化论文, 润色论文 or 投稿前检查. Identify the article type, requested scope, the sections in scope and available evidence, then choose the necessary writing or…

• Review Article Architecture

  by @Boom5426

  Use when writing, restructuring, or auditing a Review, survey, or Perspective rather than a research article, especially a commissioned one written across many sessions. Covers the governing plan document, drift detection,…

• Nature Portfolio Playbook

  by @Boom5426

  Use when choosing among Nature, Nature Methods, or Nature Biotechnology, or when preparing a Nature Portfolio life-science manuscript for venue fit, article-type framing, and policy-aware pre-submission checks.

• Paper Bootstrap

  by @Boom5426

  Use when starting a new manuscript project or cleaning up an existing paper directory and you need a standard structure, active source files, project memory, and venue defaults before deeper writing begins.

• Results Section Revision

  by @Boom5426

  Use when revising a scientific manuscript Results section whose figures, evidence, and main claims are mostly fixed, but subsection flow, paragraph openings, reader guidance, and argumentative progression still feel abrupt,…

• Figure Planner

  by @Boom5426

  Use when designing, restructuring, or auditing manuscript figures and you need to define one main claim per figure, assign panel roles, align legends with the text, or decide what belongs in main figures versus supplement.

• Common Context Optimization

  by @HoangNguyen0403

  Maximize context window efficiency, reduce latency, and prevent lost-in-middle issues through strategic masking and compaction. Use when token budgets are tight, tool outputs overflow the context, conversations drift from…

• Common Feedback Reporter

  by @HoangNguyen0403

  Pre-write audit for skill violations: checks planned code against loaded skill anti-patterns before any file write. Use when writing Flutter/Dart/TS code or editing SKILL.md files with active project skills. Load as composite;…

• Common Learning Log

  by @HoangNguyen0403

  Append a learning entry to AGENTS_LEARNING.md when an AI agent makes a mistake. Auto-activates after a pre-write audit auto-fix, a retrospective correction loop, or a mid-session user correction. Use when: mistake, wrong,…

• Android Compose

  by @HoangNguyen0403

  Build high-performance declarative UI with Jetpack Compose. Use when writing Composable functions, optimizing recomposition, hoisting state, or working with LazyColumn and side effects; defer deep-link and navigation routing to…

• Angular Testing

  by @HoangNguyen0403

  Write Angular component tests using TestBed, ComponentHarness, and HttpTestingController with proper signal input handling. Use when writing component tests, mocking HTTP calls, or testing signal inputs.

• Angular Tooling

  by @HoangNguyen0403

  Angular CLI usage, code generation, build configuration, and bundle optimization. Use for Angular CLI/build tasks; defer standalone webpack configuration and generic test-runner setup.

• Video Script

  by @zenstory-ai

  对已完成分析的视频进行导演与剪辑策划，再写带时间戳的中文解说并校验；也处理已有短片的 宣发标题、花字修订和外部文案回填。普通策划输入 work_dir 的 agent_narration_brief.md 与 vlm_analysis.json；文案返修输入当前成片的工程与内容证据。策划输出 recap_story_plan.json、visual_audio_board.json、 可选 style_card.json、cut 模式需要的…

• Validate

  by @rsmdt

  Validate in any of six modes — spec quality, single-file review, spec-to-implementation drift, constitution rule enforcement, comparison between two artifacts, or sanity-checking your understanding. Use when checking a spec by…

• Writing Skills

  by @rsmdt

  Use when creating new skills, editing existing skills, auditing skill quality, converting skills to markdown conventions, or verifying skills before deployment. Triggers include skill authoring requests, skill review needs, or…

• Pm/Prd Writing

  by @echoVic

  产品需求文档(PRD)的标准编写格式和内容要求，确保输出完整、清晰、可执行的产品文档

• Caption Writer Sms

  by @blacktwist

  When the user wants to write a caption for a visual-first social media post on Facebook, Instagram, TikTok, Pinterest, or YouTube. Also use when the user mentions 'caption,' 'Instagram caption,' 'IG caption,' 'Reels caption,'…

• Post Writer Sms

  by @blacktwist

  When the user wants to write a social media post for LinkedIn, Twitter/X, Threads, Bluesky, Facebook, Instagram, TikTok, Pinterest, or YouTube. Also use when the user mentions 'write a post,' 'draft a post,' 'LinkedIn post,'…

• Carousel Writer Sms

  by @blacktwist

  When the user wants to write content for a LinkedIn carousel, Instagram carousel, Facebook carousel, TikTok photo carousel, Pinterest Idea Pin, or any swipeable multi-slide format. Also use when the user mentions 'carousel,'…

• Content Strategy Sms

  by @blacktwist

  When the user wants to plan a social media content strategy, decide what to post, or figure out topic clusters and content mix. Also use when the user mentions 'content strategy,' 'what should I post,' 'content ideas,' 'topic…

• Social Media Context Sms

  by @blacktwist

  When the user wants to set up or update their social media profile, voice, audience, content pillars, or platform preferences. Also use when the user mentions 'set up context,' 'my voice,' 'my audience,' 'content pillars,'…

• Content Calendar Sms

  by @blacktwist

  When the user wants to plan a posting schedule, create a content calendar, or organize when and what to post. Also use when the user mentions 'content calendar,' 'posting schedule,' 'when should I post,' 'weekly plan,' 'monthly…

• Ralph Specum Index

  by @tzachbon

  This skill should be used only when the user explicitly asks to use `$ralph-specum-index`, or explicitly asks Ralph Specum in Codex to generate or refresh index artifacts.

• Ralph Specum Cancel

  by @tzachbon

  This skill should be used only when the user explicitly asks to use `$ralph-specum-cancel`, or explicitly asks Ralph Specum in Codex to stop execution or remove a spec.

• Ralph Specum Status

  by @tzachbon

  This skill should be used only when the user explicitly asks to use `$ralph-specum-status`, or explicitly asks Ralph Specum in Codex for status or active spec progress.

• Ralph Specum Feedback

  by @tzachbon

  This skill should be used only when the user explicitly asks to use `$ralph-specum-feedback`, or explicitly asks Ralph Specum in Codex to draft or submit feedback.

• Ralph Specum Switch

  by @tzachbon

  This skill should be used only when the user explicitly asks to use `$ralph-specum-switch`, or explicitly asks Ralph Specum in Codex to switch the active spec.

• Ralph Specum

  by @tzachbon

  Use only when the user explicitly invokes `$ralph-specum`, requests Ralph Specum in Codex, or asks Ralph Specum to handle a named phase or optional prototype.

• Communication Style

  by @tzachbon

  Output rules for all agents - concise, scannable, actionable. Based on Matt Pocock's planning principles.

• Session Log

  by @michalparkola

  Summarize the current conversation session and append results to the weekly agent-log. Use when user says "log this", "session log", "summarize this session", or asks to write results to the agent-log.

• Docker Agent Run

  by @docker

  Use this skill when running a Docker Agent with `docker agent run`, choosing a safety/approval mode, using the `--sandbox` isolation flag, setting up aliases, or troubleshooting a run (missing credentials, worktrees). Even if…

• Document

  by @vladikk

  Produces modularity review documents in both Markdown and HTML formats. Use when writing the final review output from a modularity analysis.

• Catchup

  by @oliver-kriska

  Summarize and review what changed while you were away. Use after a weekend, vacation, or flight to check missed PRs, git commits, Linear tickets, and meetings — one prioritized brief, not a firehose.

• Ash Framework

  by @oliver-kriska

  Ash Framework — resources, actions, policies, aggregates, calculations, AshPhoenix.Form, LiveView, migrations. Use when generating resources via mix ash.codegen, editing changes, checks, types, validations, or domain code…

• Unslop

  by @mshumer

  Use this skill when you need to run the unslop repo, analyze a domain for repetitive AI defaults, generate a reusable skill file, and verify that the output is specific and materially different from the baseline.

• Humanizer

  by @coco-research

  Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns…

• Pmstudio Changelog

  by @coco-research

  Create or update a structured change log for a product or platform. Use when someone asks to "create a change log", "log this change", "what changed", "update the change log", "release notes", or "changelog". Reads project…

• Cli Anything

  by @coco-research

  Wrap any command-line tool into a JSON-emitting agent skill. Use when you want to make a CLI reliably callable and parseable by an AI agent — introspect its --help, define a structured-output (--json) contract and a stable error…

• Prd Mastery

  by @coco-research

  Pointer to the upstream skill for writing PRDs grounded in the existing repo, with a fixed output folder, installed from upstream.

• Excalidraw

  by @Tommy-yw

  Create hand-drawn style diagrams using Excalidraw JSON format. Generate .excalidraw files for architecture diagrams, flowcharts, sequence diagrams, concept maps, and more. Files can be opened at excalidraw.com or uploaded for…

• Lyric Writer

  by @bitwize-music-studio

  Writes or reviews lyrics with professional prosody, rhyme craft, and quality checks. Use when writing new lyrics, revising existing lyrics, or when the user says 'let's work on a track.'

• Youtube Content

  by @Tommy-yw

  Fetch YouTube video transcripts and transform them into structured content (chapters, summaries, threads, blog posts). Use when the user shares a YouTube URL or video link, asks to summarize a video, requests a transcript, or…

• Album Conceptualizer

  by @bitwize-music-studio

  Designs album concepts, tracklist architecture, and thematic planning through 7 structured phases. Use when planning a new album or reworking an existing album concept.

• Mastering Engineer

  by @bitwize-music-studio

  Guides audio mastering for streaming platforms including loudness optimization and tonal balance. Use when the user has approved tracks and wants to master audio files.

• Researchers Primary Source

  by @bitwize-music-studio

  Researches the subject's own words from tweets, blogs, forums, and chat logs. Use when research needs direct quotes or first-person accounts.

• Songwriting And Ai Music

  by @Tommy-yw

  Songwriting craft, AI music generation prompts (Suno focus), parody/adaptation techniques, phonetic tricks, and lessons learned. These are tools and ideas, not rules. Break any of them when the art calls for it.

• Lyric Refiner

  by @bitwize-music-studio

  Autonomous multi-pass lyric refinement for tightening, cohesion, and album unity. Use after lyrics are written to polish a track or entire album through iterative passes.

• Ops Humanizer

  by @Lifecycle-Innovations-Limited

  OPS on-demand: This skill should be used when the user asks to "humanize this", "this reads like…

• Bailian Cli

  by @modelstudioai

  阿里云百炼 / Aliyun Bailian / DashScope 资源管理与 `bl` CLI hub： 应用调用（bl app）、应用记忆、知识库检索、模型目录/模型列表、用量/额度/配额、免费额度、 工作空间、MCP 市场、pipeline、文件上传、console API、登录鉴权与配置、 Agent skill 安装/列表/更新/卸载（bl skill add|list|update|remove，百炼 skill registry）。…

• Academic Paper Composer

  by @AAASS554

  Use when the user needs to turn a real software engineering / computer science project and an existing thesis draft into a submission-ready undergraduate thesis manuscript. Trigger for requests such as "根据项目把论文改成定稿",…

• Explain This

  by @DannyMac180

  Explain any digital artifact — a paper, PDF, article, code diff, or codebase — so the person actually understands it, not just skims it. Explanations are shaped by a persistent learner profile, gated by comprehension quizzes,…

• Bailian Protocol

  by @modelstudioai

  阿里云百炼 `bl` 家族共享执行协议（consent 确认、版本预检、鉴权/安装、错误上报、本地文件与输出约定）。 不是面向用户意图的业务入口；当任一 bailian-* 业务 skill（bailian-cli / bailian-gen / bailian-finetune / bailian-managed-agent / bailian-sandbox /…

• R Testthat

  by @posit-dev

  Best practices for writing R package tests with testthat version 3+. Use this skill when writing or organizing tests for an R package or when improving existing tests that use testthat. It covers test structure and expectations,…

• R Tidyverse Style

  by @posit-dev

  Use when the user asks to review or clean up R code for tidyverse style, standardize formatting or names, remove redundant comments or wrappers, or make a behavior-preserving style pass. Also use when writing substantial new R…

• Content Marketing

  by @vibeeval

  Icerik pazarlama ve SEO odakli yazi uretimi. AI slop temizleme (30+ pattern), icerik kalite skorlama (5 boyut), watermark temizleme, copywriting formulleri (AIDA, PAS, BAB), programmatic SEO ve icerik stratejisi.

• Omd Component Harvest

  by @kwakseongjae

  Legacy catalog component writer safety gate. Use when component harvesting is requested, but stop before editing until the Core v2 graph-backed catalog writer and readers are available.

• External Skills Catalog

  by @vibeeval

  Curated catalog of 60+ external Claude Code skills across 8 categories with quality rankings, install instructions, and fallback strategies

• Eli5

  by @greenfield-inc

  Teach an unfamiliar topic from first principles with a picture-first HTML explanation, saved in Grain when connected. Use for "explain from scratch," "I'm lost," "what does this mean?", "explain in plain English," beginner…

• Rewrite Simply

  by @greenfield-inc

  (foundational) Answer first, cut clutter, keep the human in it. The structural layer above line-level editing, and the standing default for anything a person reads.

• Explain

  by @greenfield-inc

  Use when the person wants to understand a concept or how something works today. Never plans.

• Frontend Slides Editable

  by @archlizheng

  Use when the user wants a single-file HTML presentation that stays editable in the browser after generation, or needs object-level layout editing, slide reordering, local save/export, or PPT/PDF-to-web conversion with continued…

• Unslop

  by @theclaymethod

  Remove AI writing patterns from prose using either audit-only detection or a two-pass rewrite flow (diagnosis then reconstruction). Use this skill when editing, reviewing, or rewriting AI-generated content to make it sound…

• Ai Check

  by @harshaneel

  Use when someone asks "does this sound AI?", "check if this is AI-written", "what gives this away as AI", "run ai-check on this", or "score this text". Also use when reviewing a draft for AI tells before publishing, or when a…

• Revyl Cli Atlas Review

  by @RevylAI

  Inspect exact Atlas evidence and manage grounded annotation feedback when the user explicitly requests a feedback mutation.

• Revyl Cli Dev Loop

  by @RevylAI

  Generic CLI-first Revyl dev loop for hot reload, rebuild-loop, and device exploration.

• Email Triage

  by @clawdotnet

  Triage inbox into “needs reply”, “FYI”, “urgent”, and “safe to archive”, with a short plan for each.

• Summarize

  by @clawdotnet

  Summarize, condense, or digest content into structured key points, details, and action items.

• Nacos Router Weather Explore

  by @clawdotnet

  Opt-in model-driven Nacos Router weather baseline.

• React To Solid

  by @nightly-labs

  React-to-SolidJS transformation patterns for porting shadcn-style React components, examples, docs snippets, and blocks into Zaidan. Use when converting React TSX, React hooks, Radix/Base UI/shadcn patterns, Next-style code, or…

• Hiring Scorecard

  by @nightly-labs

  Build a role-based interview scorecard with consistent questions and evidence-backed evaluation criteria.

• Waterui

  by @water-rs

  Build cross-platform native apps with the WaterUI Rust framework. Use this skill whenever writing, reviewing, or debugging WaterUI code — views, reactive state (Binding/Computed/signals), layout, styling, navigation, lists,…

• Testing R Packages

  by @posit-dev

  Best practices for writing R package tests using testthat version 3+. Use when writing, organizing, or improving tests for R packages. Covers test structure, expectations, fixtures, snapshots, mocking, and modern testthat 3…

• 02 Project Memory

  by @ai-driven-dev

  Build the project's memory of its architecture, conventions, and decisions, and wire it into your AI tools. Use when the user wants to set up or refresh project memory, or rewire it into a tool. Not for editing one existing…

• Unslop Text

  by @JCarterJohnson

  Strips the cues that make prose read as AI-generated and forces a deliberate human voice instead of the model's default register. It has no house style and does not write for you. It removes the cited tells (the em dash, the…

• 08 Three Amigos

  by @ai-driven-dev

  Assesses an Epic or Story through one product, delivery, or quality lens, then reconciles three caller-supplied reports. Use when the user wants to refine one before a backlog change. Not for spawning or writing.

• 03 Assert

  by @ai-driven-dev

  Assert the work behaves by iterating the project's coding assertions until they pass, plus optional architecture and frontend facets. Use to validate an implementation. Not for reviewing or writing tests.

• 02 Challenge

  by @ai-driven-dev

  Rethink just-completed work against an agreed plan, classifying findings as deal-breaker, suggestion, or correct, with a confidence score. Use to challenge or critically review recent work. Not for line-by-line style review or…

• Framework

  by @ai-driven-dev

  Owns the installation record and everything done to a project, under src/contexts/framework/ — the manifest aggregate, and the setup/install/restore/uninstall/doctor orchestration built on top of it. This is the only context…

• Using Stability Analyzer Ide Plugin

  by @skydoves

  Use this skill to install and operate the `skydoves/compose-stability-analyzer` IntelliJ / Android Studio plugin so the developer sees Compose stability feedback live in the editor instead of waiting for a Gradle build. Covers…