Writing AI agent skills

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

• Ai Deep Research

  by @vasilyu1983

  Builds repeatable deep-research workflows for verified synthesis. Use when producing evidence-backed briefs, comparisons, dossiers, or research pipelines.

• Ai Coding Agents Execution Sandbox

  by @vasilyu1983

  Designs execution sandboxes for coding agents. Use when modeling process isolation, filesystem policy, network controls, workspace mounts, or destructive-command boundaries.

• Hydrogen Markets Localization

  by @Weaverse

  Implement or review Shopify Hydrogen market localization — use when adding markets, locale routes, translations, hreflang, RTL, or localized cart, account, and checkout behavior in Hydrogen + Weaverse.

• Devrel Content

  by @jonathimer

  When the user wants to create technical content for developers including blog posts, tutorials, and documentation. Trigger phrases include "write a blog post," "technical article," "developer content," "tutorial," "devrel…

• Hacker News Strategy

  by @jonathimer

  When the user wants to promote on Hacker News, launch on HN, or understand what works on HN. Trigger phrases include "Hacker News," "HN post," "Show HN," "HN strategy," "getting upvotes on HN," "HN launch," or "why did my HN…

• Godot Input Patterns

  by @MRCalderon3D

  Implement Godot input through InputMap actions with correct event propagation, device support, and rebinding.

• Paper Editor

  by @laborany

  学术论文修改与优化助手。当用户发送论文内容并提出修改需求时使用此技能。 采用自主执行流程，各步骤自动流转，无需用户干预，模型自主判断迭代是否达标。 每个步骤结束时生成检查点文件，下一步必须读取该文件继续工作，防止跳步。 最终通过脚本自动计算准确的 diff 标记，而非大模型手动标记，确保 diff 精确性。 输出 HTML 文件（使用 assets/paper-template.html 模板）支持三种查看模式：纯净版、修改痕迹、完整 Diff。

• Ai Productivity Column

  by @laborany

  AI 生产力系统专栏协作写作助手。当用户说"开始创作专栏"、"AI 生产力系统"、"写专栏"、"继续写专栏"时触发。协助用户按章节创作专栏内容，参考工具书籍写作风格，提供案例支持和方法论引用。

• Hyva Tailwind Include Exclude

  by @hyva-themes

  Add a module path to the `include` or `exclude` list in `hyva.config.json` for Tailwind CSS compilation. Use this skill when the user wants to include a module in, or exclude a module from, Tailwind CSS compilation for a Hyvä…

• Rhythm Pacing

  by @dylantarre

  Use when animation needs musical flow—dance sequences, action choreography, comedic timing, scene pacing, or any motion that should feel rhythmic and well-composed over time.

• Animation Principles Master

  by @dylantarre

  Use when someone seeks the philosophical foundation of animation principles, wants to understand why they work, or is at a teaching/mentorship level

• Funnel Copy

  by @ominou5

  Copywriting frameworks and templates for every funnel element. Headlines, CTAs, body copy, email sequences, objection handlers, and benefit stacks using AIDA, PAS, and StoryBrand frameworks.

• Artifact Analysis

  by @existential-birds

  Use when the user wants a cited, structured read of local documents and project knowledge. Triggers on: "analyze these docs", "scan my project for context", "read the docs folder", "summarize what's in .beagle/concepts/",…

• Testany Pipeline

  by @TestAny-io

  Testany pipeline 编排与 CRUD - 基于 automation design 或现有 case keys 创建执行与编排单元

• Write Plan

  by @existential-birds

  Use when you have a finalized brainstorm-beagle spec at `.beagle/concepts/<slug>/spec.md` and need a bite-sized, TDD-driven implementation plan before any code is written. Triggers on: "write a plan", "plan this spec", "turn the…

• Resolve Beagle

  by @existential-birds

  Use as the follow-up to brainstorm-beagle when a spec has an Open Questions section (or quietly carries latent gaps) that need closing before planning or implementation can begin. Triggers on: "resolve the open questions",…

• Adr Decision Extraction

  by @existential-birds

  Use when you need to mine a conversation, session transcript, or design discussion for architectural decisions before writing ADRs. Identifies problem-solution pairs, trade-off debates, technology choices, and explicit "[ADR]"…

• Write Adr

  by @existential-birds

  Use when you want to generate Architecture Decision Records from this session. Triggers on "write ADRs", "document our decisions", "create decision records", "record the choices we made". Also useful after design discussions…

• Deepagents Architecture

  by @existential-birds

  Guides architectural decisions for Deep Agents applications. Use when deciding between Deep Agents vs alternatives, choosing backend strategies, designing subagent systems, or selecting middleware approaches.

• Session To Skill And Blog

  by @Innei

  Convert a completed engineering session into a narrative blog and zero or more reusable operational skills. Use when the user explicitly asks to productize, document, or publish a finished session ("写成 skill 再写一篇 blog",…

• Chat Export Report

  by @Innei

  Use when user provides exported chat history (WeChat / Telegram / iMessage / QQ exports as .md / .txt / .json) and asks "我和 X 聊了啥"、"看完整个 md"、"细说 XX"、"是不是有 Y"、"what did I and X talk about", wants topical breakdown, requests…

• Second Opinion

  by @vanillagreencom

  Load for a cross-model review, challenge, audit, or quick consult.

• Prose

  by @simota

  Writing user-facing UX text including microcopy, error messages, voice and tone design, onboarding copy, and accessibility text. Use when UX writing or content strategy is needed.

• App Store Screenshots Generator

  by @reason-machines

  Generate production-ready App Store screenshots for iOS apps using AI agents, Next.js, and html-to-image

• Self Improving Agent

  by @zhaono1

  Use after a failure, user correction, repeated workflow problem, or validated success reveals a reusable lesson. Captures bounded redacted candidates, runs executable behavior evals, and separates validation from application in…

• Global Error Handling

  by @jiaxiaojunQAQ

  Implement user-friendly error handling with specific exception types, centralized error handling, graceful degradation, and proper resource cleanup. Use this skill when implementing error handling in controllers, services, or…

• Chapter Outline Generator

  by @jiaxiaojunQAQ

  Generates comprehensive chapter outlines for books, including key topics, subtopics, learning objectives, and estimated word counts. Use this when the user needs help structuring a book chapter or creating a table of contents.

• Grammar And Style Enhancer

  by @jiaxiaojunQAQ

  Improves text quality by enhancing grammar, vocabulary, narrative clarity, flow, pacing, and writing style while preserving the author’s voice.

• Grand Slam Offer

  by @jiaxiaojunQAQ

  Design irresistible affiliate offers using the Hormozi Grand Slam framework. Triggers on: "create an offer for", "design my offer", "grand slam offer", "make an irresistible offer", "why should someone buy through my link",…

• Zoom General

  by @zoom

  Generic Zoom Developer Platform guide. Covers cross-product use cases, authentication (OAuth 2.0, Server-to-Server OAuth, JWT), app types, OAuth scopes, and Marketplace setup. Use when starting any Zoom integration, when working…

• Code Slop

  by @AsyrafHussin

  Detect AI-generated code patterns ("slop") in PHP/Laravel and TypeScript/React source — comment narration, generic naming, premature interfaces, defensive overdose, mock-everything tests, and the absence of human "scars". Use…

• Translator

  by @zoom

  Zoom AI Services Translator for synchronous text translation and asynchronous batch file translation. Use for plain-text translation, one-target-language jobs, S3 text archives, Build-platform JWT auth, and webhook-driven…

• Technical Writer

  by @nahisaho

  technical-writer skill Trigger terms: documentation, technical writing, API documentation, README, user guide, developer guide, tutorial, runbook, technical docs Use when: User requests involve technical writer tasks.

• Google Slides

  by @vm0-ai

  Google Slides API for reading and editing presentations and speaker notes. Use when user mentions "Google Slides", "slides", "presentation", "speaker notes", or shares a docs.google.com/presentation link.

• Wordpress Plugin Fundamentals

  by @bobmatnyc

  Modern WordPress plugin development with PHP 8.3+, OOP architecture, hooks system, database interactions, and Settings API

• Phoenix Api Channels

  by @bobmatnyc

  Phoenix controllers, JSON APIs, Channels, and Presence on the BEAM

• Odoo I18n

  by @ahmed-lakosha

  Comprehensive Odoo i18n toolkit for extracting translatable strings, validating .po files, generating translation reports, managing Arabic/RTL layouts, and handling multilingual deployments across Odoo 14-19. <example> Context:…

• Gh Address Comments

  by @beep-effect

  Address actionable GitHub pull request review feedback. Use when the user wants to inspect unresolved review threads, requested changes, or inline review comments on a PR, then implement selected fixes. Use the GitHub app for PR…

• Para Memory Files

  by @IncomeStreamSurfer

  File-based memory system using Tiago Forte's PARA method. Use this skill whenever you need to store, retrieve, update, or organize knowledge across sessions. Covers three memory layers: (1) Knowledge graph in PARA folders with…

• Source Post

  by @JasonxzWen

  Load when turning an external article, blog, release note, interview, or report into a source-backed public post with Chinese fidelity, media references, an effective-interact summary layer, and project-iteration review; do not…

• Stop Slop

  by @JasonxzWen

  Load when the user asks to draft, edit, or review English prose for AI-writing tells; do not load for code explanation, Chinese output, technical specs, or routine status reports.

• Building Livekit Agents

  by @livekit

  Builds voice and chat AI agents with LiveKit Agents and LiveKit Cloud. Use when the user asks to "build a voice agent", "create a LiveKit agent", "add voice AI to my app", "implement handoffs", "structure an agent workflow", "my…

• Docs Check Kibana Oas

  by @elastic

  Review a Kibana PR for OpenAPI Spec (OAS) and API docs compliance against the Elastic API docs checklist, core guidelines, and Kibana quickstart. Checks availability, summaries, descriptions, parameters, examples, tags, links,…

• Docs Check Contradictions

  by @elastic

  Check whether newly written or updated documentation contradicts existing content elsewhere in the docs. Use when adding or editing any docs content — procedures, concepts, prerequisites, values, names, recommendations, or…

• Docs Kibana Release Notes

  by @elastic

  Convert raw Kibana release notes tool output into Stack release notes (Elastic Observability or Elastic Security) using GitHub PR context and prior release notes. Use when drafting or editing Stack 9.x release notes from the…

• Docs Syntax Help

  by @elastic

  Provide Elastic Docs syntax guidance, troubleshoot markup issues, and help write directives correctly. Use when writing or editing documentation that uses MyST Markdown with Elastic extensions, or when troubleshooting build…

• Docs Serverless Changelog

  by @elastic

  Convert raw Markdown tool output into Elastic Cloud Serverless changelog format using GitHub PR context and prior Serverless release notes. Use when drafting or editing Serverless changelog entries from release notes generator…

• Docs Check Style

  by @elastic

  Check documentation for Elastic style guide compliance using Vale linter output and style rules. Use when writing, editing, or reviewing docs to catch voice, tone, grammar, formatting, accessibility, and word choice issues.

• Docs Flag Jargon Skill

  by @elastic

  Flag Elastic-internal jargon in documentation and suggest plain-language replacements. Use when reviewing, writing, or editing docs to catch terms that external readers would not understand.

• Ponytail

  by @JasonxzWen

  Load when coding work should be deliberately minimal: YAGNI, reuse existing code, prefer stdlib/native/already-installed dependencies, shortest correct diff, no unrequested abstractions, or over-engineering review; do not load…

• Openspec Propose

  by @JasonxzWen

  Load when a task needs an explicit OpenSpec proposal with design, spec deltas, and tasks; use product-capability for ordinary implementation contracts.

• Humanize

  by @richtabor

  Reviews and edits copy to remove AI-generated patterns and make text sound natural. Use when editing drafts, reviewing copy, "humanize this", "make it less AI", "sounds too AI", "remove AI patterns", "edit my copy", "this sounds…

• Article Writing

  by @brucesongs

  Transform technical findings into clear, structured written content: penetration test reports, vulnerability disclosures, security blog posts, and technical documentation.

• X Writing

  by @richtabor

  Transforms notes into X (Twitter) posts. Triggers when user asks to create social content, draft tweets, or turn notes/ideas into posts.

• Algorithmic Art

  by @seaworld008

  Create original generative art with p5.js, seeded randomness, flow fields, particles, and interactive parameters when code-based artwork is requested.

• Computational Thinking

  by @Tibsfox

  Computational thinking as a problem-solving discipline independent of programming languages. Covers the four pillars (decomposition, pattern recognition, abstraction, algorithm design), computational problem-solving methodology…

• Red Pen

  by @richtabor

  A strict editorial reviewer that checks writing principles inspired by George Orwell's "Politics and the English Language" rules and Matthew Butterick's Practical Typography. Use this skill whenever the user says "red pen",…

• Distributed Consensus

  by @Tibsfox

  Distributed consensus algorithms and logical time for cloud and multi-node systems. Covers Lamport clocks, vector clocks, FLP impossibility, Paxos (basic, multi, fast), Raft, Viewstamped Replication, Byzantine fault tolerance…

• Media Literacy

  by @Tibsfox

  Media literacy and critical analysis of media messages across platforms and formats. Covers media ecology (McLuhan), encoding/decoding (Hall), news literacy, digital media analysis, propaganda techniques, algorithmic curation,…

• Data Visualization

  by @Tibsfox

  Grammar of graphics, chart type selection, color theory, interactive visualization, dashboards, and the principles of honest, effective data display. Covers Tufte's data-ink ratio, Bertin's visual variables, perceptual…

• Creative Thinking

  by @Tibsfox

  Techniques for generating novel ideas, reframing problems, and escaping fixed mental models. Covers lateral thinking (de Bono), Six Thinking Hats, random stimulation, provocation operators (PO), analogical transfer, assumption…

• Agent Workflow Designer

  by @seaworld008

  Design agent orchestration, handoffs, state, recovery, and evaluation when a workflow needs multiple coordinated agents or tools.

• Lov Branding Consistency

  by @lovstudio

  面向公众号、网站、App、策划案、海报等真实发布场景，为读者可见文本建立受众、品牌角色、组件惯例与信息可见性门禁。Use when generating, editing, rendering, publishing, or reviewing audience-facing copy for brand and context fit.

• Writing Skills

  by @zenobi-us

  Teaches test-driven skill authoring and validation, when creating/editing/verifying skills, resulting in robust reusable skills that pass pressure-tested scenarios

• Twg Confluence

  by @zenobi-us

  Use with root `twg` for Confluence content, spaces, hierarchy, authoring, editing, comments, versions, permissions, exports, and CQL. Applies Confluence semantics and safe write rules.

• Twg Operational Health

  by @zenobi-us

  Use with the root `twg` skill for on-call handoffs, incident response and investigation, post-incident reviews, reliability reviews, Assets refresh, capacity views, meeting summaries, and operational risk readouts.

• Cyberwise Backstory

  by @zenobi-us

  Help someone build a Cyberpunk 2077 character - V's backstory, voice, and the decisions they would make - by interviewing them rather than writing it for them. Knows the lifepath prologues, Night City geography and the game's…

• Cyberwise Netsec

  by @zenobi-us

  Turn NetSec's diagnostic log into places you can stand - parse the GAP lines it writes for networks with no way in, cluster them into candidate access-point sites, and write them as CETMonkey teleport waypoints. Use when asked…

• Twg Engineering Work

  by @zenobi-us

  Use with root `twg` for code search, repositories using an API/package, implementation and reverse-dependency discovery, PR status and reviews, repo contributors, hot areas, and issue-to-PR lookups.

• Twg Status Rollups

  by @zenobi-us

  Use with root `twg` for status rollups, personal work summaries, and decision-readiness or go/no-go briefs. Routes to `pr-tree`, `org-tree`, `work-tree`, or `workitem-tree`.

• Sculptor

  by @GadaaLabs

  Use when creating new skills, editing existing skills, or verifying skills work before deployment — applies TDD to process documentation with the same Iron Law as FORGE

• Horizon

  by @GadaaLabs

  Manage context window budget across long sessions — when to compress, what to give subagents, when to start fresh. Prevents silent quality degradation as conversations grow.

• Vector

  by @GadaaLabs

  Select optimal AI model by task complexity — route to cheap/fast models for simple tasks, capable models for complex reasoning

• Create Skill

  by @zenobi-us

  Create and test a skill from a user request, when a new reusable agent workflow is needed, resulting in a tested SKILL.md

• Niri Ipc

  by @viralcode

  Control the Niri Wayland compositor on Linux via its IPC (`niri msg --json` / $NIRI_SOCKET). Use when you need to query Niri state (outputs/workspaces/windows/focused window) or perform actions (focus/move/close windows, switch…

• Convex

  by @get-convex

  Convex is the backend agents get right on the first try: an all-TypeScript reactive platform where the database, server functions, scheduling, file storage, auth, and realtime sync are one type-safe system, every function is a…

• Convex Suggest

  by @get-convex

  Suggest the matching Convex component when the user hand-rolls a pattern it already solves (crons, sharded-counter, rate-limiter, storage, search, presence, workflow, RAG, prosemirror-sync). Passive — suggest after the task,…

• Convex Improve Convex Plugin

  by @get-convex

  Send this coding session's transcript to the Convex team for an AI post-mortem that improves the quickstart system. Run only when the user explicitly asks.

• Ghost Theme

  by @damusix

  Build, customize, and deploy Ghost CMS themes. Use whenever the user mentions Ghost themes, Ghost CMS, Handlebars templates (.hbs), Ghost Admin, membership/subscription integration, custom settings, or the content API — even…

• Mssql Writing Guidelines

  by @damusix

  Use when writing or reviewing MSSQL/T-SQL, creating stored procedures, designing table schemas, writing views, building migrations, defining custom types, or architecting a SQL Server application database. Also use when writing…

• Joi

  by @damusix

  Use when building joi schemas, validating input data, defining custom types, conditional validation with .when(), cross-field references, custom error messages, or writing joi extensions. Standalone package that integrates with…

• Read Deleted Pages

  by @UseOSINT

  Recover deleted, edited or historical web content using the Wayback Machine and its CDX API, archive.today, Common Crawl and Memento/Timetravel. Use when a page is deleted, changed or 404s, checking what a site used to say,…

• Flux 2 Klein

  by @genmedia-labs

  Generate images with Flux 2 Klein (Black Forest Labs' distilled fast variant of Flux 2) on RunComfy — bundled with the model's documented prompting patterns so the skill gets sharper output than naive prompting against the same…

• Nano Banana 2

  by @genmedia-labs

  Generate images with Google Nano Banana 2 (Gemini-family flash-tier text-to-image) on RunComfy — bundled with the model's documented prompting patterns so the skill gets sharper output than naive prompting against the same…

• Gpt Image Edit

  by @genmedia-labs

  Edit images with OpenAI GPT Image 2 (the `/edit` endpoint of ChatGPT Images 2.0) on RunComfy — bundled with the model's documented prompting patterns so the skill gets sharper output than naive prompting against the same model.…

• Llm Models

  by @101-skills

  Access Claude, Gemini, Kimi, GLM and 100+ LLMs via inference.sh CLI using OpenRouter. Models: Claude Opus 4.5, Claude Sonnet 4.5, Claude Haiku 4.5, Gemini 3 Pro, Kimi K2, GLM-4.6, Intellect 3. One API for all models with…

• Ai Automation Workflows

  by @101-skills

  Build automated AI workflows combining multiple models and services. Patterns: batch processing, scheduled tasks, event-driven pipelines, agent loops. Tools: inference.sh CLI, bash scripting, Python SDK, webhook integration. Use…

• Technical Blog Writing

  by @101-skills

  Technical blog post writing with structure, code examples, and developer audience conventions. Covers post types, code formatting, explanation depth, and developer-specific engagement patterns. Use for: engineering blogs, dev…

• Newsletter Curation

  by @101-skills

  Newsletter curation with content sourcing, editorial structure, and subscriber growth strategies. Covers issue formatting, link roundups, commentary style, and sending cadence. Use for: email newsletters, link roundups, weekly…

• Social Media Carousel

  by @101-skills

  Multi-slide carousel design for Instagram, LinkedIn, and Twitter/X with layout rules and hooks. Covers slide structure, text hierarchy, swipe psychology, and platform-specific specs. Use for: carousel posts, Instagram carousels,…

• Linkedin Content

  by @101-skills

  LinkedIn post writing with hook formulas, formatting rules, and engagement patterns. Covers post types, algorithm signals, character limits, and content pillars. Use for: LinkedIn posts, professional content, thought leadership,…

• Qwen Image 2

  by @101-skills

  Generate and edit images with Alibaba Qwen-Image-2.0 models via inference.sh CLI. Models: Qwen-Image-2.0 (fast), Qwen-Image-2.0-Pro (professional text rendering). Capabilities: text-to-image, multi-image editing, complex text…

• Qwen Image 2 Pro

  by @101-skills

  Generate images with Alibaba Qwen-Image-2.0-Pro via inference.sh CLI. Professional text rendering, fine-grained realism, enhanced semantic adherence. Ideal for posters, banners, and text-heavy designs. Triggers: qwen image pro,…