General AI agent skills

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

• Decision Quality Check

  by @nightly-labs

  Add a brief, concrete self-check to consequential recommendations, estimates, plans, or interpretations when unverified assumptions could change what the user does.

• R Cli App

  by @posit-dev

  Build command-line apps in R using the Rapp package. Use when creating a CLI tool in R, adding argument parsing to an R script, turning an R script into a command-line app, shipping CLIs in an R package, or using Rapp (the…

• Handoff

  by @MagicCube

  Relay the current Claude Code session to Agentara for continued execution

• Skill Name

  by @claude-office-skills

  A clear, concise description of what this skill does (1-2 sentences). Focus on the VALUE it provides to the user.

• Grill With Docs

  by @haowjy

  Use when challenging a plan — grills the author against documented decisions and sharpens terminology.

• Intent Modeling

  by @haowjy

  Use before acting on human instructions: separate what they said from what they meant.

• Bash Linux

  by @Dokhacgiakhoa

  Bash/Linux terminal patterns and critical commands.

• Agent Strategic Compact

  by @Dokhacgiakhoa

  Development skill from everything-agent-code

• Gen

  by @partcad

  Generate PartCAD geometry from a description, automatically deciding whether the request is a single part, a multi-part assembly, or a 2D sketch and following the matching flow. Use for /pc:gen or when the user asks to generate,…

• Triage

  by @andrew-shwetzer

  Quick-score your pipeline of scan results. Ranks every role in your pipeline by fit and recommends which ones deserve a full evaluation. Use when someone says 'triage my pipeline', 'which scanned jobs should I apply to', 'rank…

• Add Uint Support

  by @Microck

  Add unsigned integer (uint) type support to PyTorch operators by updating AT_DISPATCH macros. Use when adding support for uint16, uint32, uint64 types to operators, kernels, or when user mentions enabling unsigned types,…

• Robustness Checks

  by @wentorai

  Sequential robustness checks in Stata with confounder blocks

• Skill Creator

  by @Undertone0809

  Create new skills, improve existing skills, and evaluate whether a skill definition is actually doing useful work.

• Next Cache Components

  by @vercel

  Next.js 16 Cache Components guidance — PPR, use cache directive, cacheLife, cacheTag, updateTag, and migration from unstable_cache. Use when implementing partial prerendering, caching strategies, or migrating from older Next.js…

• Next Cache Components

  by @vercel

  Next.js 16 Cache Components - PPR, use cache directive, cacheLife, cacheTag, updateTag

• Session Summary Japanese

  by @ryoppippi

  Summarise the current session in Japanese. Use when finishing a session, handing off work, or wanting a recap of what was discussed and accomplished.

• Prpl

  by @PatternsDev

  Teaches the PRPL pattern for optimizing initial page load. Use when building Progressive Web Apps or when you need to push critical resources, render the initial route, pre-cache remaining routes, and lazy-load on demand.

• Compound Pattern

  by @PatternsDev

  Teaches the compound component pattern for shared implicit state. Use when building related components like tabs, accordions, or dropdowns that need to coordinate without explicit prop passing.

• Renderless Components

  by @PatternsDev

  Teaches the renderless component pattern for logic-only Vue components. Use when you want to encapsulate behavior without dictating markup, letting consumers control rendering via scoped slots.

• Presentational Container Pattern

  by @PatternsDev

  Teaches the presentational/container pattern for separating view and logic. Use when you want to isolate data fetching and business logic from UI rendering for better testability and reuse.

• Dynamic Components

  by @PatternsDev

  Teaches dynamic component switching with Vue's <component> element. Use when you need to render different components conditionally based on runtime state using the is attribute.

• Static Import

  by @PatternsDev

  Teaches static ES2015 import syntax for module dependencies. Use when you need to import code that is required at load time and benefits from static analysis and tree shaking.

• Route Based

  by @PatternsDev

  Teaches route-based code splitting for single-page applications. Use when different routes load distinct feature sets and you want to avoid loading all route code upfront.

• Dynamic Import

  by @PatternsDev

  Teaches dynamic import() for on-demand code loading. Use when you need to reduce initial bundle size by lazily loading modules that aren't required at startup.

• Auto Updater

  by @jdrhyne

  Automatically update OpenClaw and selected skills once daily. Runs via cron, checks for updates, applies them, and messages the user with a summary of what changed.

• Algo Rec Cf

  by @asgard-ai-platform

  Implement collaborative filtering for recommendations based on user behavior patterns. Use this skill when the user needs to build a recommendation engine from user-item interaction data, find similar users or items, or predict…

• Architecture Advisor

  by @ProgrammerAnthony

  Use when 用户需要设计新系统架构、评审或优化已有系统架构、选择技术方案时。触发场景：架构分析、架构设计、系统设计、architecture、架构优化、系统架构、架构评审、架构咨询、技术方案、技术设计、如何组织代码结构、模块划分、服务拆分、数据库选型、微服务设计。

• Grill Me

  by @ProgrammerAnthony

  对用户的计划或设计进行不留情面的深度追问，直到达成共同理解，逐一解决决策树的每个分支。当用户想要压力测试计划、检验设计时触发。触发词：追问我、grill me、逐一问我、挑战我的方案、深度追问、质疑设计、设计评审追问。

• Maestro Questionnaire

  by @ReinaMacCredy

  Turn a decision the user cannot fully answer into a Markdown questionnaire for the one person who can - filled in async, or together over a meeting. Also triggers on Vietnamese phrasings such as phỏng vấn đi, phỏng vấn tôi,…

• Db Migrate

  by @medusajs

  Run database migrations in Medusa

• Session Retrospective

  by @jpicklyk

  Analyzes the current implementation run — evaluates schema effectiveness, delegation alignment, note quality, and plan-to-execution fit. Captures cross-session trends and proposes improvements when patterns repeat. Use after…

• Hz Unity Tmp Resources

  by @meta-quest

  Imports and configures TextMesh Pro Essential Resources for Unity projects targeting Meta Quest and Horizon OS. Use when setting up TMP UI, fixing missing TMP materials or fonts, or resolving pink/magenta TMP text.

• Hz Unity Placement

  by @meta-quest

  Ensures accurate object placement in Unity projects targeting Meta Quest and Horizon OS by using Renderer and Collider bounds when objects are added, moved, or positioned relative to other objects.

• Plugin Development

  by @TheBushidoCollective

  Use when creating or modifying Han plugins. Covers plugin structure, configuration, hooks, skills, and best practices.

• Token Efficiency

  by @TheBushidoCollective

  Minimize token consumption through efficient tool usage patterns

• Portable Text Conversion

  by @sanity-io

  Convert HTML and Markdown content into Portable Text blocks for Sanity. Use when migrating content from legacy CMSs, importing HTML or Markdown into Sanity, building content pipelines that ingest external content, converting…

• Matlab Symbolic Math

  by @matlab

  Generate correct MATLAB code using the Symbolic Math Toolbox. Use when the user asks for symbolic computations, analytical solutions, symbolic differentiation/integration, equation solving, or converting symbolic results to…

• Chapter Drafter

  by @jwynia

  Autonomously draft and polish chapters through multi-skill editorial passes. Use when you have a complete outline and want to produce a polished first draft with iterative refinement.

• Musical Dna

  by @jwynia

  Extract descriptive musical characteristics from any artist or band without using their name, building a vocabulary of sonic qualities for AI music generation, music description, or creative recombination.

• Algolia Search

  by @omer-metin

  Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuningUse when "adding search to, algolia, instantsearch, search api, search functionality, typeahead, autocomplete…

• 3d Web Experience

  by @omer-metin

  Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing depth to web experiences. Use…

• Asc Id Resolver

  by @hanamizuki

  Resolve App Store Connect IDs (apps, builds, app and digital-goods versions, groups, testers) from human-friendly names using asc. Use when commands require IDs.

• Asc Build Lifecycle

  by @hanamizuki

  Track build processing, find latest builds, and clean up old builds with asc. Use when managing build retention or waiting on processing.

• Data Layer

  by @hanamizuki

  Guidance on implementing the Data Layer using Repository pattern, Room (Local), and Retrofit (Remote) with offline-first synchronization.

• Jetpack Compose

  by @hanamizuki

  Use when building Android UIs with Jetpack Compose, managing state with remember/mutableStateOf, or implementing declarative UI patterns.

• My Skill Name

  by @sendaifun

  A clear description of what this skill does and when to use it

• Eval

  by @jh941213

  코드 산출물을 4축(기능/품질/독창성/보안)으로 평가하고 점수 산출. Evaluator 에이전트를 스폰하여 독립 평가 실행. Triggers on: eval, 평가, 품질 점수, 코드 평가, quality score. NOT for: 코드 작성, 구현, 리뷰.

• Plan

  by @jh941213

  복잡한 작업(3단계 이상 구현 또는 아키텍처 결정 포함) 전 계획 수립. Plan 모드에서 사용하거나 자동 활성화. 트리거: "계획", "플랜", "어떻게 구현", "설계", "아키텍처 결정" 안티-트리거: "바로 구현해", "간단한 수정", "마이크로 수정"

• Handoff

  by @jh941213

  세션 종료 전 HANDOFF.md 작업 인계 문서 생성. Triggers on: 인계, handoff, 세션 정리, HANDOFF.md, 작업 넘기기. NOT for: 코드 작성, 리뷰.

• Compact Guide

  by @jh941213

  컨텍스트 윈도우 관리 및 토큰 최적화 가이드. Triggers on: 컨텍스트, 토큰, compact, 메모리 관리. NOT for: 코드 작성, 디버깅.

• Interaction Latency

  by @nexus-labs-automation

  Measure time from user tap to action completion. Use when tracking button response times, form submissions, add-to-cart, or any tap-triggered operation.

• Navigation Latency

  by @nexus-labs-automation

  Measure time from navigation tap to screen fully loaded and interactive. Use when tracking screen transitions, deep links, or tab switches.

• Performance

  by @TheBeardedBearSAS

  Performance & Optimierung - Atoll Tourisme. Use when optimizing performance or profiling code.

• Performance

  by @TheBeardedBearSAS

  Performance Optimization - React Native. Use when optimizing performance or profiling code.

• State Management

  by @TheBeardedBearSAS

  State Management - React Query, Zustand, MMKV. Use when managing application state.

• Tooling

  by @TheBeardedBearSAS

  React Tooling - Configuration and Optimization. Use when working with tooling.

• Quality Tools

  by @TheBeardedBearSAS

  Qualitätswerkzeuge - Atoll Tourisme. Use when setting up quality tools or CI.

• Coding Standards

  by @TheBeardedBearSAS

  Flutter/Dart Coding Standards. Use when reviewing code style or formatting.

• Coding Standards

  by @TheBeardedBearSAS

  Coding-Standards für React. Use when reviewing code style or formatting.

• Doctrine Extensions

  by @TheBeardedBearSAS

  Doctrine Extensions (Gedmo). Use when working with doctrine extensions.

• Performance

  by @TheBeardedBearSAS

  Flutter Performance. Use when optimizing performance or profiling code.

• Tooling

  by @TheBeardedBearSAS

  Flutter Tooling - Tools and Commands. Use when working with tooling.

• Ddd Patterns

  by @TheBeardedBearSAS

  DDD-Patterns - Atoll Tourisme. Use when implementing DDD patterns.

• Testing

  by @TheBeardedBearSAS

  TDD/BDD testing principles, test patterns, and coverage strategies

• Tooling

  by @TheBeardedBearSAS

  Tooling React Native - Expo & EAS. Use when working with tooling.

• Quality Tools

  by @TheBeardedBearSAS

  Flutter Quality Tools. Use when setting up quality tools or CI.

• Coding Standards

  by @TheBeardedBearSAS

  Code-Standards. Use when reviewing code style or formatting.

• Quality Tools

  by @TheBeardedBearSAS

  Code Quality Tools. Use when setting up quality tools or CI.

• Navigation

  by @TheBeardedBearSAS

  Navigation - Expo Router. Use when implementing navigation.

• Kiss Dry Yagni

  by @TheBeardedBearSAS

  KISS, DRY, YAGNI principles for simple, maintainable code

• State Management

  by @TheBeardedBearSAS

  . Use when managing application state.

• Unit Converter

  by @olorehq

  Convert between common units using a multiplication factor. Use when asked to convert miles, kilometers, pounds, or kilograms.

• Length Converter

  by @olorehq

  Convert between common length units (miles, km, feet, meters) using a multiplication factor.

• Volume Converter

  by @olorehq

  Convert between gallons and liters using a conversion factor.

• Avalonia Viewmodels Zafiro

  by @agent-skills-hub

  Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI.

• Algolia Search

  by @agent-skills-hub

  Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning Use when: adding search to, algolia, instantsearch, search api, search functionality.

• Check Code Style

  by @dykyi-roman

  Analyzes PHP code for style issues. Checks PSR-12 compliance, formatting consistency, whitespace usage, line length.

• Agi Super Team Orchestrator

  by @aAAaqwq

  在 DeepSeek Harness 中按 CEO→C-suite→Leaf→Governor 路由复杂任务；需要跨职能并行、独立复核或完整团队交付时使用。

• Whatsapp Evo

  by @antoniolg

  Manage WhatsApp via Evolution API (v2.x): list chats with unread messages and reply.

• Carrier Relationship Management

  by @mturac

  キャリアポートフォリオの管理、運賃交渉、キャリアパフォーマンスの追跡、貨物割り当て、戦略的なキャリア関係の維持のための成文化された専門知識。15年以上の経験を持つ輸送マネージャーに情報。スコアカーディングフレームワーク、RFPプロセス、市場情報、コンプライアンス調査を含みます。キャリアの管理、料金交渉、キャリアパフォーマンスの評価、または運賃戦略の構築を行うときに使用します。

• Customs Trade Compliance

  by @mturac

  通関書類、関税分類、関税最適化、制限当事者スクリーニング、複数の法域にわたる規制コンプライアンスのための成文化された専門知識。15年以上の経験を持つ貿易コンプライアンス専門家に情報。HS分類ロジック、インコターム適用、FTA利用、ペナルティ軽減を含みます。通関許可、関税分類、貿易コンプライアンス、輸入/輸出ドキュメント、または関税最適化を処理するときに使用します。

• Dart Flutter Patterns

  by @mturac

  本番環境対応のDartおよびFlutterパターンは、null安全性、不変状態、非同期構成、ウィジェットアーキテクチャ、人気のある状態管理フレームワーク（BLoC、Riverpod、Provider）、GoRouterナビゲーション、Dioネットワーキング、Freezedコード生成、クリーンアーキテクチャをカバー。

• Cpp Coding Standards

  by @mturac

  C++コアガイドラインに基づくC++コーディング標準（isocpp.github.io）。現代的で安全で慣用的なプラクティスを強制するためにC++コードを書き、レビュー、またはリファクタリングする場合に使用します。

• Compose Multiplatform Patterns

  by @mturac

  KMPプロジェクト向けのCompose MultiplatformおよびJetpack Composeパターン — 状態管理、ナビゲーション、テーマ設定、パフォーマンス、プラットフォーム固有のUI。

• Council

  by @mturac

  曖昧な決定、トレードオフ、ゴー/ノーゴーの判断のために4つの声のカウンシルを召集します。複数の有効なパスが存在し、選択前に構造化された異議が必要な場合に使用します。

• Hydrogen Cookbooks

  by @Weaverse

  Step-by-step implementation guides for building features in a Shopify Hydrogen storefront — bundles, combined listings, customer accounts, 3D models, performance, variant media, and Weaverse integration.

• Agent Ready Mpp

  by @fabricioctelles

  Sub-skill: Implement MPP Payment Discovery. Publish OpenAPI with x-payment-info extensions so AI agents discover payable endpoints via Machine Payment Protocol (mpp.dev).

• 金融研报助手

  by @laborany

  专业金融分析师助手，帮助用户分析上市公司财务数据并生成研究报告。 触发场景: (1) 用户需要分析公司财务报表 (2) 用户询问"分析这家公司"、"生成研报" (3) 用户需要行业对比、趋势分析 支持: 财务分析、行业对比、投资建议

• 运营分身

  by @laborany

  社交媒体内容创作助手，自动生成多平台风格文案并优化排版。当用户需要撰写社交媒体帖子、调整文案风格或管理互动评论时调用。

• Three Bullet Summary

  by @laborany

  三点摘要：将输入文本提炼为三个要点。适用于：用户提供一段文字并要求总结、提炼要点、 生成摘要，或明确要求"三个要点""三点总结""bullet points"等场景。

• 通用助手

  by @laborany

  通用任务执行，适用于无特定 skill 匹配的场景

• Testany Workspace

  by @TestAny-io

  管理 Testany 工作空间 - 成员管理、权限配置、团队组织

• Food

  by @JinFanZheng

  餐饮推荐/吃什么/哪里吃/咖啡酒吧甜品夜宵。用于用户问“附近有什么好吃的/餐厅推荐/人均多少/营业到几点/要不要预约/适合亲子或请客”等。 默认做“查询时间快照”（当地时间）并给来源链接；不编造店名/地址/营业时间/人均/评分；信息不足先问2-3个关键问题。

• Hotel

  by @JinFanZheng

  酒店预订/选酒店/住哪里。用于用户要你“订酒店/选酒店/酒店推荐/比较官网和OTA价格/确认取消政策与早餐/靠近某地标住哪更方便”等场景。 默认官网优先、再用 OTA 比价；不自动下单；引用外部事实必须尽量给来源链接与来源当地时间；绝不编造。

• Commute

  by @JinFanZheng

  通勤方案/路线规划（点到点或多点串联）。用于用户问“怎么去/怎么走/通勤方案/地铁公交换乘/打车多久多少钱/从酒店去景点或会场”等。 默认做实时查证并给来源链接与查询时间（当地时间）；不编造精确数字；写入日历必须用户明确确认。

• Itinerary

  by @JinFanZheng

  行程安排/行程规划（国内为主）。当用户要你“做行程/排几天怎么玩/把交通酒店景点串起来/做出差安排/把计划写进日历”时使用。 产出可执行的日程（含时间块），并在引用外部事实时附来源链接与来源当地时间；绝不编造。

• Browser Extension Developer

  by @jiaxiaojunQAQ

  Use this skill when developing or maintaining browser extension code in the `browser/` directory, including Chrome/Firefox/Edge compatibility, content scripts, background scripts, or i18n updates.

• Codeword Menghuhu

  by @jiaxiaojunQAQ

  用户说出或输入暗号「一顿操作猛如虎」时，用固定下句「打到小松鼠」回应，不加其它说明。

• Background Services

  by @wshaddix

  Hosted services, background jobs, outbox patterns, and graceful shutdown handling for ASP.NET Core applications. Includes patterns for reliable job processing, distributed systems, and lifecycle management. Use when implementing…

• Zoom Mcp/Meetings

  by @zoom

  Zoom Meetings MCP server guidance for semantic meeting search, meeting assets, cloud recording listings, and recording-resource retrieval. Use for the dedicated Meetings MCP endpoint and its four read-oriented tools rather than…