Writing AI agent skills

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

• Technical Writer

  by @codeaholicguy

  AI DevKit · Review and improve documentation for novice users. Use when users ask to review docs, improve documentation, audit README files, evaluate API docs, review guides, or improve technical writing.

• Hivemind

  by @activeloopai

  Global team and org memory powered by Activeloop. ALWAYS check BOTH built-in memory AND Hivemind memory when recalling information.

• Humanize

  by @pedrohcgs

  Read-only audit of `.tex`, `.qmd`, or `.md` text for AI-voice tells — boilerplate transitions ("Moreover", "Furthermore", "It is important to note that"), AI-cliché lexicon ("delve", "navigate the complexities", "tapestry",…

• Voice Profile

  by @pedrohcgs

  Extract a written voice profile from your own prior papers, then use it to keep new drafts sounding like you. Reads a corpus one document at a time via subagents, produces a reusable profile on disk (lexicon, sentence rhythm,…

• Submission Disclosures

  by @pedrohcgs

  Generate the submission-time disclosure block for a manuscript — the AI-use disclosure statement matched to the target journal's policy, CRediT author-contribution roles, conflict-of-interest statement, and data-availability…

• Slide Excellence

  by @pedrohcgs

  Multi-agent comprehensive slide review (visual + pedagogy + proofreading, plus TikZ / parity / substance conditionally). Use when user says "full review", "excellence pass", "comprehensive check", "review everything",…

• Visual Audit

  by @pedrohcgs

  Adversarial visual-layout audit of a Quarto `.qmd` or Beamer `.tex` deck. Flags overflow, font inconsistency, box fatigue, spacing, and alignment issues. Use when user says "visual audit", "check the layout", "does this…

• Proofread

  by @pedrohcgs

  Read-only proofreading pass over lecture `.tex` or `.qmd` files. Checks grammar, typos, overflow, terminology consistency, and academic writing quality; produces a report without editing. Use when user says "proofread", "check…

• Agent Hierarchy

  by @cbrock84

  Designs orchestrator-and-subagent hierarchies for a repository — splitting agents by exclusive write surface, pairing every producer with an independent auditor, and enforcing the split with a script that runs in CI. Use this…

• Lead Capture

  by @cbrock84

  Converts anonymous traffic into known contacts — lead magnets, gated content, free tools, popups, and the forms behind them. Use this to design or improve a lead magnet, plan a free tool, add or fix popups and overlays, improve…

• Academic Humanizer

  by @AIScientists-Dev

  Improve the clarity and voice of AI-assisted academic writing (papers, theses, rebuttals) and funding proposals (NSF Project Summary/Description, NIH Specific Aims): preserve scholarly conventions, match claims to evidence (and,…

• Gh Stack

  by @github

  Manages stacked PRs and splits multi-part work into reviewable branches with gh-stack. Use for stack creation, viewing, edits, push, submit, sync, rebase, merge, or checkout; when asked to split or isolate work for review;…

• Metabase Ingest

  by @Kaelio

  Convert Metabase questions, models, and metrics into ktx Semantic Layer source definitions. Covers result-metadata to KSL column type mapping, FK/PK detection, near-duplicate deduplication, pre-aggregation decomposition,…

• Sl Capture

  by @Kaelio

  How to capture new reusable patterns into ktx's semantic layer - when a measure, segment, or join belongs in the catalog and how to write it generically so it stays small and useful over time. Loaded by the post-turn…

• Markvis

  by @geekplux

  Use when the user wants a chart of numbers in Markdown (bar, line, area, scatter, pie, hist) from a table — emit a Markdown code block tagged chart|markvis|vis, never a flowchart pie/xychart, never a PNG, never Vega-Lite JSON as…

• Rss Digest

  by @amd

  Read an RSS or Atom feed and summarize the newest entries. Use when the user gives a feed URL, asks what a blog or release feed has published lately, or wants a digest of a site that offers a feed.

• Summarize

  by @amd

  Summarize a document, meeting transcript, or email — pick a style that matches what the content actually is, and fold long input forward in sections instead of losing the back half. Use when the user pastes or points at a…

• Document Extract

  by @amd

  Enumerate every requested item in long text documents or transcripts, with fields and source evidence. Use for exhaustive inventories such as every exercise, action item, or finding; not ordinary summaries, general knowledge…

• Mantis Calibrate

  by @google

  Calculates the final risk score based on empirical evidence and architectural impact. Use when findings have been fully processed by previous stages and you need to append final risk scores to the finding files. Don't use for…

• Mantis Summarize

  by @google

  Pre-processes the repository by generating security-focused summaries (mantis-summary.md) for each directory to make planning and research more efficient. Use when starting a review campaign to map the codebase before threat…

• Mantis Reflect

  by @google

  Extracts learnings from execution trajectories at the end of a Mantis loop. Use to parse agent conversations, extract successes, failures, and false assumptions, and append them to workspace/learnings.jsonl. Don't use for…

• Dbs Content System

  by @Pluviobyte

  dontbesilent 内容结构化系统。把本地大量文稿、推文、选题、案例和课程稿搭成一个可持续生长的内容结构化工程：先审计内容规模与边界，再建立新工程、复制素材、抽取内容单元、生成主题地图与选题装配稿。 触发方式：/dbs-content-system、/内容结构化系统、「把我的内容做成结构化系统」「把本地素材变成可重组系统」「帮我搭内容资产工程」「我想把旧内容变成可复用资产」 Content structuring system. Audits…

• Rn Niulai Style Image

  by @Pluviobyte

  Transform photos, film stills, or new scene descriptions into the observed visual grammar of the 2026 animated film 《牛来》. Use when the user asks for 牛来风格、牛来正片风格、粗粝低模动物 3D、把真人画面改成牛来式动画，or requests iterative comparison against…

• Rn Motion Director

  by @Pluviobyte

  Motion-first AI video director for topic-to-video creation. Use when the user gives a theme, idea, article, script, or brief and wants AI to freely create a real animated video instead of a PPT/slideshow-style explainer; when…

• Ra 逐字稿提取Skill

  by @Pluviobyte

  视频内容逐字稿提取专用 skill。Use when the user provides a 抖音 or 小红书 URL and asks for逐字稿、视频转文字、听写视频或提取口播内容。Only extract transcript content; do not use this skill as the production subtitle clock, and do not summarize, rewrite, translate,…

• Ra Hook

  by @Pluviobyte

  短视频钩子（开头）类型选择与写法，中文名「钩子」。Use when 起钩子、写钩子、钩子怎么写、钩子没思路、设计前5秒钩子、写视频开头/口播稿开头, or when the user asks 视频开头怎么做、开头模板、hook 类型、帮我起个钩子, including during ra-洗稿 script rewriting and 选题深化. Provides a scenario-based taxonomy of 7 hook types…

• Ra Video Wash Pipeline

  by @Pluviobyte

  End-to-end Chinese video washing pipeline. Use when the user provides a Bilibili, Douyin, Xiaohongshu, YouTube, web video URL, or local video file and asks for 视频洗稿, 视频二创, 洗稿并制作视频, 链接视频改写, 提取逐字稿后洗稿, or producing a new AI video…

• Ra 人话

  by @Pluviobyte

  Chinese AI/tech writing de-AI editor for posts, X/Twitter threads, technical essays, product notes, model reviews, and public-writing drafts. Use when the user asks to 去AI味, 改得像本人, 写推特post, 精修中文AI技术文章, or complains about…

• Dbs Ai Check

  by @Pluviobyte

  dontbesilent AI 写作特征识别。扫描文案中的 AI 生成痕迹，输出检测报告。默认只诊断不改。 触发方式：/dbs-ai-check、/AI检测、「帮我看看有没有 AI 味」「检测一下 AI 特征」 AI writing fingerprint detection. Scans copy for AI-generated patterns and outputs a diagnostic report. Diagnosis only by…

• Comprehensive Review Pr Enhance

  by @rmyndharis

  You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and ensure PRs follow best practices…

• Article Illustrations

  by @rmyndharis

  Generate hand-drawn 16:9 article illustrations featuring the Grav character IP. Turns article concepts into memorable whiteboard-sketch explanations with a recurring floating character, sparse annotations, and absurd metaphors.

• Memory

  by @Prismer-AI

  Persist and retrieve agent memory across sessions — write durable notes, read by path, recall via semantic search, list/delete, and consolidate. Use whenever the user asks to remember/forget something, when you need to look up…

• Pm Soul

  by @agentlas-ai

  Use when preserving product intent, acceptance criteria, decision memory, open loops, roadmap context, or the product-manager continuity layer of an agent team.

• Prismer Im Collab

  by @Prismer-AI

  Coordinate reliably in Prismer conversations, use workspace assets through bounded MCP tools, and keep task work on the board.

• Agentlas Storm

  by @agentlas-ai

  Run a force-robust Stormbreaker loop — route to real agents, execute a verified pipeline to completion.

• Prismer Evolve Create

  by @Prismer-AI

  Create a new evolution gene when you discover a novel, reusable pattern for fixing a recurring problem.

• Agentlas Graph

  by @agentlas-ai

  Build an Agentlas automation by describing it, list saved ones, or request a run.

• Agentlas Network

  by @agentlas-ai

  Staff a task from registered Local, owner Cloud, and public Hub agents.

• Community Browse

  by @Prismer-AI

  Browse community discussions for relevant Gene strategies and updates.

• Agentlas Build

  by @agentlas-ai

  Build, repair, or package Agentlas agents and teams with Hephaestus.

• Agentlas Local

  by @agentlas-ai

  Staff a task only from Agentlas agents registered on this machine.

• Huashu Proofreading

  by @alchaincyf

  三遍审校降低AI检测率，让文章更有人味。当用户提到"AI味太重"、"像AI写的"、"降低AI检测率"、"审校"、"自然一些"时使用。

• Agentlas Cloud

  by @agentlas-ai

  Staff a task only from the signed-in owner's Agent Cloud agents.

• Agentlas Search

  by @agentlas-ai

  Search Agentlas Cloud and Hub agent candidates without invoking.

• Huashu Info Search

  by @alchaincyf

  多渠道搜索新产品新技术，交叉验证后存入知识库。当用户提到"最新信息"、"新产品"、"搜索资料"、"查资料"、"了解XX"时使用。

• Agentlas Browser

  by @agentlas-ai

  Use the Agentlas browser hardpoint for browser-required work.

• Agentlas Upload

  by @agentlas-ai

  Publish an Agentlas package to Agent Cloud or the public Hub.

• Agentlas Call

  by @agentlas-ai

  Prepare explicitly named Agentlas Hub or Cloud agents.

• Agentlas Hub

  by @agentlas-ai

  Staff a task only from public Agentlas Hub agents.

• Agentlas Connect

  by @agentlas-ai

  Connect Agentlas agents or teams to Telegram.

• Prismer Youtube Content

  by @Prismer-AI

  YouTube transcripts to summaries, threads, blogs.

• Prismer Obsidian

  by @Prismer-AI

  Read, search, create, and edit notes in the Obsidian vault.

• Prismer Songwriting And Ai Music

  by @Prismer-AI

  Songwriting craft and Suno AI music prompts.

• Conversation Compaction

  by @Prismer-AI

  Produce the SESSION PROJECTION of memory for an aging conversation slice. Runs as a single background model call (mirroring the memory `extract` hook) with NO live memory tools — durable capture to memory is `extract`'s job. You…

• Council Creator

  by @Prismer-AI

  Expert-council meeting protocol. Given a Brief + a persona cast (from persona-generator), propose the council to the Team Manager, and once convened FACILITATE it: each round post a NEW group message that @-mentions the…

• Pkf Writing

  by @Prismer-AI

  Author, update, convert, validate, persist, and render PKF (`.pkf`) content through message-inline, Library Asset, or Memory Page carriers. Use for structured reports, knowledge pages, delivery cards, or any `.pkf` body. NOT for…

• Ux Writing

  by @plugin87

  Write or review UI copy — buttons, errors, empty states, microcopy, notifications, labels — using the voice & tone system (clear, concise, useful, human, honest) with the what→why→how error formula and inclusive-language rules.…

• Female Portrait Director

  by @liyue-aigc

  Generate, visually expand, optimize, diagnose, and route structured AI image prompts for adult female portraits. Use for lifestyle, curve-focused, fashion, oriental, fantasy, realism, beauty, CCD, low-key cinematic, studio,…

• Display Modes

  by @live-codes

  Configure how the playground is displayed: full, focus, simple, lite, editor, codeblock, and result modes. Load this skill when choosing display mode for embeddings, configuring read-only views, or showing only result or editor.

• New Skill

  by @hyhmrright

  Scaffold a new brooks-lint analysis skill so it passes `npm run validate` and `npm run evals` on the first try — generates skills/{name}/SKILL.md (with the mandatory "Do NOT trigger for:" clause and a Process section citing…

• Headline Generator

  by @elvisun

  Generate headline candidates from a story's raw facts: news-style headlines, press-release headlines, and pitch subject lines. A pure generation skill — it finds the charge in the facts, then runs ten proven moves (consequence,…

• Ai Visibility Writing

  by @elvisun

  Audit, question, suggest, or fact-preservingly revise a press release, blog post, contributed article, or expert explainer so AI answer systems can more easily retrieve, understand, quote, and cite its useful information. Use…

• Voice Extractor

  by @elvisun

  Capture a user's real writing voice from 5-20 prior samples, store a local voice.yaml fingerprint, and enforce it on newsjack drafts so AI tells disappear. Measures voice with named stylometry lenses (Burrows's Delta…

• Error Discovery

  by @ai-evals-course

  Run error analysis on a dataset. Build a review UI, select diverse samples, monitor annotations, and organize failure modes.

• Minutes Ingest

  by @silverstein

  Extract facts from meetings and update your knowledge base — person profiles, chronological log, and index. Use when the user asks "ingest my meetings", "update my knowledge base", "extract facts from meetings", "sync meetings…

• Dust Translate

  by @dust-tt

  Translate or fix Dust product UI and Slack bot translations in the Lingui catalogs (`front/locales/*/**/messages.po`, `sparkle/src/locales/*/messages.po` and `connectors/locales/*/messages.po`). Use after `npm run i18n:extract`…

• Dust Ux Writing

  by @dust-tt

  Guidelines for writing and reviewing Dust product UI copy — buttons, errors, empty states, onboarding, tooltips, modals, form labels, notifications, settings, and any text a user reads inside the product. Use whenever writing,…

• Dust Call Agent

  by @dust-tt

  Call a Dust agent for Dust company context or to access tools, data, and actions unavailable through the current agent's native capabilities. Never use a Dust agent as a proxy for Slack, Notion, Google Drive, calendars, or any…

• Dust Webhook Source

  by @dust-tt

  Implement a new built-in webhook source provider in `front`. Use when adding a webhook provider such as Linear, GitHub, or Fathom, including provider research, OAuth prerequisites, provider-specific types and client code, preset…

• Translation

  by @limecloud

  将当前文本、对话或显式文件内容翻译成目标语言，并保留原意与关键信息。

• Baokuan Article Analysis

  by @SpaceZephyr

  Fetch and analyze WeChat Official Account hot articles / 公众号爆款文章 by sector or keywords. Use when the user asks for 爆款文章分析, 赛道爆款, 公众号爆款数据, reading counts, likes, shares, comments, title patterns, writing style, 爆款原因分析, or writing…

• Optimize

  by @evo-hq

  Drive structured autoresearch iteration after evo:discover and the baseline commit. Use when the user invokes /evo:optimize or asks to try ideas, try variants, run experiments, use available GPUs, improve the current…

• Claude Code Ops Router

  by @daymade

  Routes Claude Code: plugin/Skill repair, marketplace, statusline, model profiles/source sync, 1M/[1m] context, usage/quota reset ping, memory→docs, .txt repair, turning auto memory off. Reads one bundled specialist; history,…

• Codex

  by @skills-directory

  Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing

• Framing Doc

  by @rjs

  Create a framing document from conversation transcripts. Use when the user has transcripts (VTT, call notes, etc.) and wants to produce a frame that captures the problem worth solving and why it was chosen over alternatives.

• Shaping

  by @rjs

  Use this methodology when collaboratively shaping a solution with the user - iterating on problem definition (requirements) and solution options (shapes).

• Yomiyasu

  by @nanaism

  AIが生成した不自然な日本語を、人間が読みやすく情報密度の高い自然な文章へ書き直すAgent…

• Rulesync

  by @dyoshikawa

  Generates and syncs AI rule configuration files (.cursorrules, CLAUDE.md, copilot-instructions.md) across 20+ coding tools from a single source. Use when syncing AI rules, running rulesync commands, importing or generating rule…

• Spreadsheet Authoring

  by @vellum-ai

  Create and edit Excel spreadsheets (.xlsx) whose formulas carry their computed values, so sums and totals show in every viewer, plus date and time formats, recalculating and verifying an existing workbook.

• E2e

  by @vellum-ai

  Run end-to-end tests via the CI workflow.

• Development

  by @agent0ai

  Frontend development router. Load deeper skills before editing

• Admin Users

  by @agent0ai

  Create, update, remove, and explain user accounts, password verifiers, sessions, and user-root storage as an admin.

• User Management

  by @agent0ai

  Create, update, and remove users by editing the canonical L2 user files and related group membership files.

• User Management

  by @agent0ai

  Create, update, and remove users and memberships

• Spaces

  by @agent0ai

  Open, create, remove, or edit spaces

• Macos Watchdog

  by @daymade

  Design, deploy, and discipline macOS launchd watchdogs — LaunchAgents/LaunchDaemons that detect a recurring problem and auto-remediate it. Use whenever creating or editing a persistent background monitor / daemon / agent on…

• Pdf To Html

  by @daymade

  Converts a PDF into one self-contained, readable HTML file that preserves images, tables, charts and reading order — optionally translating it into another language while keeping every figure. Uses structured extraction…

• Meeting Minutes Taker

  by @daymade

  Transforms raw meeting transcripts into high-fidelity, structured meeting minutes (notes / summaries). Use when (1) a meeting transcript is provided and meeting minutes, notes, or a summary are requested; (2) multiple versions…

• Claude Usage Analyst

  by @daymade

  Analyze Claude Code and Claude Desktop Code token usage, cost, quota burn, model mix, cache read/write, and 5-hour block consumption using ccusage evidence. Use when the user asks why Claude quota was exhausted, whether a model…

• Terminal Screenshot

  by @daymade

  Render a terminal CLI program's colored output to a PNG so Claude can actually SEE the real visual result — color contrast, alignment, background blocks, highlighting — instead of only reading plain text and raw ANSI escape…

• Docs Cleaner

  by @daymade

  Consolidates redundant documentation while preserving all valuable content; keeps a doc set truthful after things change. Modes: (1) POST-CHANGE GOVERNANCE — when code, scripts, config, env vars, ports, paths, deployment, auth,…

• Alfworld Appliance Preparer

  by @zjunlp

  Prepares a household appliance (microwave, oven, toaster, fridge) for use by ensuring it is in the correct open/closed state. Use when the agent needs to heat, cool, or cook an item and must first open or close the appliance…

• Youtube Script Writer

  by @raroque

  Write a tight, retention-focused YouTube script from a topic, outline, or research brief. Use when the user asks for a video script, wants to turn notes or research into a YouTube video, needs a hook/intro rewritten, or wants to…

• Creative Thinking For Research

  by @OpenRaiser

  Applies cognitive science frameworks for creative thinking to CS and AI research ideation. Use when seeking genuinely novel research directions by leveraging combinatorial creativity, analogical reasoning, constraint…

• Nanoresearch Writing

  by @OpenRaiser

  Draft a LaTeX research paper from all previous stage outputs

• Ai Assisted Performance Review

  by @mohitagw15856

  Evaluate performance fairly when output is AI-assisted — what still measures the human, what now measures the tooling, and how to run the review conversation. Use when reviewing someone whose work is heavily AI-assisted, when…

• Accommodation Request

  by @mohitagw15856

  Request a reasonable accommodation at work or in education — frame it around the barrier and the adjustment (not your diagnosis), cite the right process, and navigate the back-and-forth constructively. Use when someone says 'I…

• Ai Tool Picker

  by @mohitagw15856

  Figure out which AI tool actually fits the task in front of you — chatbot, coding assistant, image model, agent, or none — instead of forcing one tool onto everything. Use when asked which AI tool should I use for, what's the…

• Agenda Or Cancel

  by @mohitagw15856

  Enforce the simplest meeting rule that works — no agenda, no meeting — with the three-line agenda format (purpose, decisions sought, pre-reads), the 24-hour rule, and the graceful cancel scripts. Use when asked write an agenda…

• Delete Initial Resource

  by @marmelab

  Remove one or more of the initial CRM resources (contacts, companies, deals, tags, tasks) from the codebase. Use when the user asks to delete, remove, or strip out one or several of these built-in resources. Runs the…