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收录 429,056 个 AI Agent Skills | 第 1/215 页
Route plain-language requests for Claude Code, Cursor, Copilot, OpenClaw ACP, OpenCode, Gemini CLI, Qwen, Kiro, Kimi, iFlow, Factory Droid, Kilocode,
Add a redacted agent transcript section to GitHub PR or issue bodies during OpenClaw agent-created PR/issue workflows.
Create, view, edit, delete, search, move, or export Apple Notes via the memo CLI on macOS.
List, add, edit, complete, or delete Apple Reminders and reminder lists via remindctl.
Author OpenClaw Docker E2E and live provider Docker lanes.
Auto Review closeout. Codex review is the default when no engine is set and is the recommended reviewer.
Create, search, and manage Bear notes via grizzly CLI.
Monitor blogs and RSS/Atom feeds for updates using the blogwatcher CLI.
BluOS CLI (blu) for discovery, playback, grouping, and volume.
Use when controlling web pages with the OpenClaw browser tool, especially multi-step flows, login checks, tab management, or recovery from stale refs/
Capture frames or clips from RTSP/ONVIF cameras.
Present HTML on connected OpenClaw node canvases, navigate/eval/snapshot, and debug canvas host URLs.
Use when previewing local channel message flow fixtures.
Use for OpenClaw clawtributors PR/issue triage: Discrawl discovery, live-open rechecks, deep review, topic grouping, and compact @handle/LOC/type/blas
Use for all ClawSweeper work: OpenClaw issue/PR sweep reports, commit-review reports, repair jobs, cloud fix PRs, @clawsweeper maintainer mention comm
Search, install, update, sync, or publish agent skills with the ClawHub CLI and registry.
Audit or refresh OpenClaw maturity scorecard docs from root taxonomy, maturity scores, and QA evidence artifacts without using maintainer discrawl dat
Use when testing, fixing, or extending the OpenClaw Control UI GUI with Vitest + Playwright end-to-end checks, mocked Gateway WebSocket flows, mocked
Delegate coding work to Codex, Claude Code, or OpenCode as background workers; not simple edits or read-only code lookup.
Use the Crabbox wrapper for OpenClaw remote validation across Linux, macOS, Windows, and WSL2, including delegated Blacksmith Testbox proof. Report th
Create, edit, audit, tidy, validate, or restructure AgentSkills and SKILL.md files.
Debug Python with pdb, breakpoint(), post-mortem inspection, and debugpy remote attach.
Debug Node.js with node inspect, --inspect, breakpoints, CDP, heap, and CPU profiles.
Debug OpenClaw model, provider, tool-surface, code-mode, streaming, and live/Crabbox behavior by choosing the right logs, probes, and proof path befor
Discord archive: search, sync freshness, DMs, summaries, TUI, repo/release work.
Use to talk to the Discord-backed OpenClaw agent/session; not for archive search.
Create SVG/HTML or Excalidraw diagrams for concepts, architecture, flows, and whiteboards.
Discord message-tool ops: send/read/edit/delete, react, poll, pin, thread, search, presence, media/components.
Use the diffs tool to produce real, shareable diffs (viewer URL, file artifact, or both) instead of manual edit summaries.
Post an approved message as the logged-in Discord user through the Discord desktop app. Use for release announcements or other direct user-authored Di
Control Eight Sleep pods (status, temperature, alarms, schedules).
Feishu cloud storage file management. Activate when user mentions cloud space, folders, drive.
Feishu permission management for documents and files. Activate when user mentions sharing, permissions, collaborators.
Feishu knowledge base navigation. Activate when user mentions knowledge base, wiki, or wiki links.
Feishu document read/write operations. Activate when user mentions Feishu docs, cloud docs, or docx links.
Gemini CLI one-shot prompts, summaries, generation, skills, hooks, MCP, or Gemma routing.
Fetch GitHub issues, select candidates, spawn background fix agents, open PRs, and optionally process PR review comments.
GitHub CLI for issues, PRs, CI/check logs, comments, reviews, releases, repos, and gh api queries.
GitHub archive: issue/PR search, sync freshness, duplicate clusters, gh-shim PR status, and Gitcrawl repo work.
Search GIF providers with CLI/TUI, download results, and extract stills/sheets.
Google Workspace CLI for Gmail, Calendar, Drive, Contacts, Sheets, and Docs.
Query Google Places for text search, place details, resolve, reviews, or scriptable JSON via goplaces.
Granola archive: search, sync freshness, notes, transcripts, panels, SQL counts, and Graincrawl repo work.
Audit/harden OpenClaw hosts: SSH, firewall, updates, exposure, backups, disk encryption, gateway security.
Himalaya CLI for IMAP/SMTP mail: list, read, search, compose, reply, forward, copy, move, delete.
iMessage/SMS CLI for listing chats, history, and sending messages via Messages.app.
Search and analyze your own session logs (older/parent conversations) using jq.
Maintain an Obsidian-friendly memory wiki vault with wikilinks, frontmatter, and official Obsidian CLI awareness.
Maintain the OpenClaw memory wiki vault with deterministic pages, managed blocks, and source-backed updates.
List, configure, authenticate, call, and inspect MCP servers/tools with mcporter over HTTP or stdio.
Search meme templates, suggest formats, and generate local or hosted image memes.
Summarize CodexBar local cost logs by model for Codex or Claude, including current or full breakdowns.
Edit PDFs with natural-language instructions using the nano-pdf CLI.
Diagnose OpenClaw Android, iOS, or macOS node pairing, QR/setup code, route, auth, and connection failures.
Notion CLI/API for pages, Markdown content, data sources, files, comments, search, Workers, and raw API calls.
Notion archive: search, sync freshness, pages/databases, Markdown exports, SQL counts, and Notcrawl repo work.
Work with Obsidian vaults using the official obsidian CLI: read/search/create/edit notes, tasks, links, properties, plugins.
Inspect, patch, validate, publish, or confirm OpenClaw GHSA security advisories and private-fork state.
Fix only small, high-certainty OpenClaw bugs from a pasted issue/PR list after deep code review.
Control Philips Hue lights and scenes via the OpenHue CLI.
Prepare or verify OpenClaw stable/beta releases, changelogs, release notes, publish commands, and artifacts.
Benchmark, diagnose, and optimize OpenClaw test and plugin-suite runtime, import hotspots, CPU/RSS, heap growth, and slow coverage paths.
Run, rerun, debug, or interpret OpenClaw Parallels install, onboarding, gateway smoke, and upgrade checks.
OpenClaw Tideclaw alpha/nightly release automation: isolated branches, local fixes, release CI, branch retention, and forward-port to main.
Plan and run pre-release OpenClaw plugin validation across bundled plugins, package artifacts, lifecycle commands, doctor/fix, config round-trip, gate
Find or repair small high-confidence non-SDK-boundary OpenClaw bugfix PRs until five are landable.
Refactor an existing OpenClaw docs page with source-audited preservation, restructuring, and verification.
Triage, redact, clean up, and resolve OpenClaw GitHub Secret Scanning alerts in issues or PRs.
Run, watch, debug, and summarize OpenClaw full release CI, release checks, live provider gates, install/update proofs, and release-secret preflights.
Regenerate OpenClaw release changelog sections from git history before beta or stable releases.
Choose, run, rerun, or debug OpenClaw tests, CI checks, Docker E2E lanes, release validation, and the cheapest safe verification path.
Run, watch, debug, extend, or explain OpenClaw qa-lab and qa-channel scenarios, artifacts, and live lanes.
Investigate OpenClaw pnpm test memory growth, Vitest OOMs, RSS spikes, and heap snapshot deltas.
Run or recover OpenClaw macOS release signing, notarization, appcast, and asset promotion.
Local speech-to-text with the Whisper CLI (no API key).
Use immediately for any pasted OpenClaw GitHub issue or PR URL/number, and for OpenClaw issue/PR review, triage, duplicate search, opener identity/who
Draft or post OpenClaw beta/stable Discord release announcements from changelog, GitHub release, registry, and validation evidence. Use when announcin
Oracle CLI second-model review/debug/refactor/design with selected files, dry-run token checks, API or browser engine.
Foodora-only CLI for checking past orders and active order status (Deliveroo WIP).
Run macOS Parallels smoke with Discord send, host verification, host reply, and guest readback proof.
Capture and automate macOS UI with the Peekaboo CLI.
OpenProse VM skill pack. Activate on any `prose` command, .prose files, or OpenProse mentions; orchestrates multi-agent workflows.
QQ channel management skill. Use qqbot_channel_api to list guilds and channels, inspect members, publish posts, manage announcements, and work with sc
QQBot scheduled reminders. Create, list, and cancel one-time or recurring reminders when a QQ conversation involves reminders, alarms, or scheduled ta
QQBot rich media send and receive support. Use tags to send image, voice, video, or file attachments, with the media type inferred from the file exte
ElevenLabs text-to-speech with mac-style say UX.
Triage OpenClaw security advisories, drafts, and GHSA reports with shipped-tag and trust-model proof.
Local text-to-speech via sherpa-onnx (offline, no cloud)
Slack archive: search, sync freshness, threads/DMs, SQL counts, and Slacrawl repo work.
Slack tool actions: send/read/edit/delete messages, react, pin/unpin, list pins/reactions/emoji, member info.
Run throwaway prototypes to validate feasibility, compare approaches, and report a verdict.
Terminal Spotify playback/search via spogo (preferred) or spotify_player.
Control Sonos speakers (discover/status/play/volume/group).
Generate spectrograms and feature-panel visualizations from audio with the songsee CLI.
Summarize or transcribe URLs, YouTube/videos, podcasts, articles, transcripts, PDFs, and local files.
Tavily web search, content extraction, and research tools.
Use gitcrawl to search duplicate OpenClaw PRs/issues, group related work in prtags, and sync duplicate state to GitHub.
Example TaskFlow pattern for inbox triage, intent routing, waiting on replies, and later summaries.
Coordinate multi-step detached tasks as one durable TaskFlow job with owner context, state, waits, and child tasks.
Build and review high-quality technical docs as well as agent instruction files in your repository.
Use when reviewing, reproducing, or proving OpenClaw Telegram behavior with a real Telegram user on Crabbox, including PR review workflows that need a
Add, update, list, search, or inspect Things 3 todos, inbox, today, projects, areas, and tags on macOS.
Control tmux sessions/panes for interactive CLIs: list, capture output, send keys, paste text, monitor prompts.
Manage Trello boards, lists, and cards via the Trello REST API.
Verify an OpenClaw release is fully published across GitHub, npm, plugins, ClawHub, package smoke, and live Gateway agent turns.
Start voice calls via the OpenClaw voice-call plugin.
Send third-party WhatsApp messages or sync/search WhatsApp history via wacli, not normal active chats.
Current weather and forecasts with web_fetch, falling back to wttr.in curl for locations, rain, temperature, travel planning.
xurl CLI for authenticated X posts, replies, reads/search, DMs, media upload, followers, auth status, or raw v2 API calls.
Set up and use 1Password CLI for sign-in, desktop integration, and reading or injecting secrets.
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
Use when you have a written implementation plan to execute in a separate session with review checkpoints
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by prese
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires
Use when completing tasks, implementing major features, or before merging to verify work meets requirements
Use when executing implementation plans with independent tasks in the current session
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
Use when starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY response including clarifying quest
Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming
Use when creating new skills, editing existing skills, or verifying skills work before deployment
Use when you have a spec or requirements for a multi-step task, before touching code
Design, implement, and audit inclusive digital products using WCAG 2.2 Level AA standards. Use this skill to generate semantic ARIA for Web and access
Advanced motion patterns for React / Next.js — drag & drop, gestures, text animations, SVG path drawing, custom hooks, imperative sequences (useAnimat
Engineering operating model for teams where AI agents generate a large share of implementation output.
AI辅助开发的回归测试策略。沙盒模式API测试，无需依赖数据库，自动化的缺陷检查工作流程，以及捕捉AI盲点的模式，其中同一模型编写和审查代码。
将 x402 支付执行添加到 AI 代理中——通过 MCP 工具实现每任务预算、支出控制和非托管钱包。当代理需要为 API、服务或其他代理付费时使用。
编码代理（Claude Code、Aider、Codex等）在自定义任务上的直接比较，包含通过率、成本、时间和一致性指标
设计和优化AI代理的动作空间、工具定义和观察格式，以提高完成率。
Build an evidence-backed ECC install plan for a specific repo by sorting skills, commands, rules, hooks, and extras into DAILY vs LIBRARY buckets usin
Structured self-debugging workflow for AI agent failures using capture, diagnosis, contained recovery, and introspection reports.
Operate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing.
Full-stack diagnostic for agent and LLM applications. Audits the 12-layer agent stack for wrapper regression, memory pollution, tool discipline failur
Build persistent multi-agent operating systems on Claude Code. Covers kernel architecture, specialist agents, slash commands, file-based memory, sched
Use after completing any non-trivial task. The agent self-rates its output on 5 axes — accuracy, completeness, clarity, actionability, conciseness — w
适用于Android和Kotlin多平台项目的Clean Architecture模式——模块结构、依赖规则、用例、仓库以及数据层模式。
Generates Angular code and provides architectural guidance. Trigger when creating projects, components, or services, or for best practices on reactivi
REST API design patterns including resource naming, status codes, pagination, filtering, error responses, versioning, and rate limiting for production
通过匹配目标仓库现有的集成模式，构建一个新的API连接器或提供者。适用于在不发明第二种架构的情况下添加一个集成。
Write articles, guides, blog posts, tutorials, newsletter issues, and other long-form content in a distinctive voice derived from supplied examples or
在Claude Code会话期间，将做出的架构决策捕获为结构化的架构决策记录（ADR）。自动检测决策时刻，记录上下文、考虑的替代方案和理由。维护一个ADR日志，以便未来的开发人员理解代码库为何以当前方式构建。
自主Claude代码循环的模式与架构——从简单的顺序管道到基于RFC的多智能体有向无环图系统。
Evidence-first automation inventory and overlap audit workflow for ECC. Use when the user wants to know which jobs, hooks, connectors, MCP servers, or
Transform Claude Code into a fully autonomous agent system with persistent memory, scheduled operations, computer use, and task queuing. Replaces stan
Audit the active repo, MCP servers, plugins, connectors, env surfaces, and harness setup, then recommend the highest-value ECC-native skills, hooks, a
Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.
Use this skill to measure performance baselines, detect regressions before/after PRs, and compare stack alternatives.
Use when the user asks to make something faster, try many variants, run recursive optimization, benchmark latency/throughput/cost, or choose the best
Use after competitive-platform-analysis has produced a tiered competitor set. Scores each competitor across nine weighted dimensions (positioning, voi
Diagnostics-only BGP troubleshooting patterns for neighbor state, route exchange, prefix policy, AS path inspection, and safe evidence collection.
Use this skill when inspecting Blender characters, rigs, poses, animation retargeting, ground contact, facing direction, or model-vs-motion alignment
将单行目标转化为多会话、多代理工程项目的分步构建计划。每个步骤包含独立的上下文简介，以便新代理能直接执行。包括对抗性审查门、依赖图、并行步骤检测、反模式目录和计划突变协议。触发条件：当用户请求复杂多PR任务的计划、蓝图或路线图，或描述需要多个会话的工作时。不触发条件：任务可在单个PR或少于3个工具调
Build a source-derived writing style profile from real posts, essays, launch notes, docs, or site copy, then reuse that profile across content, outrea
Use this skill to automate visual testing and UI interaction verification using browser automation after deploying features.
Use when a brand needs to discover or articulate its identity through structured multi-session interviews. Covers purpose, positioning, audience, pers
Bun as runtime, package manager, bundler, and test runner. When to choose Bun vs Node, migration notes, and Vercel support.
Build monitoring dashboards that answer real operator questions for Grafana, SigNoz, and similar platforms. Use when turning metrics into a working da
Cache expensive file processing results using SHA-256 content hashes — path-independent, auto-invalidating, with service layer separation.
使用此技能在部署、合并或依赖升级后监控已部署的URL是否存在回归问题。
Codified expertise for managing carrier portfolios, negotiating freight rates, tracking carrier performance, allocating freight, and maintaining strat
Clinical Decision Support System (CDSS) development patterns. Drug interaction checking, dose validation, clinical scoring (NEWS2, qSOFA), alert sever
Cisco IOS and IOS-XE review patterns for show commands, config hierarchy, wildcard masks, ACL placement, interface hygiene, and safe change-window ver
Claude Code 的每个项目持久化记忆。在会话启动时自动加载项目上下文，通过 git 活动追踪会话，并写入原生记忆。命令运行确定性的 Node.js 脚本——行为在不同模型版本间保持一致。
ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
通过Claude DevFleet协调多智能体编码任务——规划项目、在隔离的工作树中并行调度智能体、监控进度并读取结构化报告。
追踪每个面向用户的按钮/触点的完整状态变化序列，以发现功能单独工作但相互抵消、产生错误最终状态或使UI处于不一致状态的错误。适用于：系统调试未发现错误但用户报告按钮失效，或在任何涉及共享状态存储的重大重构之后。
C++ テストの作成/更新/修正、GoogleTest/CTest の設定、失敗またはフレーキーなテストの診断、カバレッジ/サニタイザーの追加時にのみ使用します。
基于C++核心指南（isocpp.github.io）的C++编码标准。在编写、审查或重构C++代码时使用，以强制实施现代、安全和惯用的实践。
KMP项目中的Compose Multiplatform和Jetpack Compose模式——状态管理、导航、主题化、性能优化和平台特定UI。
审核Claude Code上下文窗口在代理、技能、MCP服务器和规则中的消耗情况。识别膨胀、冗余组件，并提供优先的令牌节省建议。
[DEPRECATED - use continuous-learning-v2] Legacy v1 stop-hook skill extractor. v2 is a strict superset with instinct-based, project-scoped, hook-relia
Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/comman
TypeScript, JavaScript, React, Node.js 개발을 위한 범용 코딩 표준, 모범 사례 및 패턴.
Create platform-native content systems for X, LinkedIn, TikTok, YouTube, newsletters, and repurposed multi-platform campaigns. Use when the user wants
Analyze an unfamiliar codebase and generate a structured onboarding guide with architecture map, key entry points, conventions, and a starter CLAUDE.m
Garbage collection for your Claude Code configuration. Periodically scans ~/.claude (skills, memory, hooks, permissions, MCP servers, caches) for redu
Everything Claude Code のインタラクティブなインストーラー — スキルとルールの選択とインストールをユーザーレベルまたはプロジェクトレベルのディレクトリへガイドし、パスを検証し、必要に応じてインストールされたファイルを最適化します。
Real-time structural Code Health via CodeScene MCP — review before edits, verify score deltas after changes, gate commits and PRs. Use when reviewing
创建 CodeTour `.tour` 文件——针对特定角色的、带有真实文件和行锚点的逐步演练。用于入职引导、架构演练、PR 演练、RCA 演练以及结构化的“解释其工作原理”请求。
召集四方会议处理模糊决策、权衡取舍及继续/停止决策。当存在多个有效路径且需要在选择前进行结构化异议时使用。
重新组织用户的X和LinkedIn网络，采用审查优先的修剪策略，提供添加/关注建议，并以用户真实口吻起草针对不同渠道的温和外联。当用户希望清理关注列表、向当前优先事项发展或围绕更高信号的关系重新平衡社交图谱时使用。
LLM API 使用成本优化模式 —— 基于任务复杂度的模型路由、预算跟踪、重试逻辑和提示缓存。
具有质量门、评估和恢复控制的连续自主代理循环模式。
Track and report Claude Code token usage, spending, and budgets from the local ECC cost-tracker metrics log. Use when the user asks about costs, spend
Compare Itô prediction-market baskets against a user's knowledge base, portfolio notes, financial context, watchlist, or research thesis. Use for read
Codified expertise for customs documentation, tariff classification, duty optimization, restricted party screening, and regulatory compliance across m
Use when scoping a competitive landscape — identifying, categorising, and score-filtering a competitor set before any benchmarking begins. Decides who
Use after benchmark-methodology has produced scored competitor profile cards. Assembles findings into a decision-grade report: landscape map, competit
Multi-platform content distribution across X, LinkedIn, Threads, and Bluesky. Adapts content per platform using content-engine patterns. Never posts i
C# and .NET testing patterns with xUnit, FluentAssertions, mocking, integration tests, and test organization best practices.
Operate customer billing workflows such as subscriptions, refunds, churn triage, billing-portal recovery, and plan analysis using connected billing to
Use when large data ingestion, backfill, export, ETL, warehouse loading, manifest catch-up, or table synchronization needs to become much faster while
数据库迁移最佳实践，涵盖模式变更、数据迁移、回滚以及零停机部署，适用于PostgreSQL、MySQL及常用ORM（Prisma、Drizzle、Django、TypeORM、golang-migrate）。
生产就绪的 Dart 和 Flutter 模式，涵盖空安全、不可变状态、异步组合、Widget 架构、流行的状态管理框架（BLoC、Riverpod、Provider）、GoRouter 导航、Dio 网络请求、Freezed 代码生成和整洁架构。
Build a fully automated AI-powered data collection agent for any public source — job boards, prices, news, GitHub, sports, anything. Scrapes on a sche
Flujos de trabajo de despliegue, patrones de pipeline CI/CD, contenedorización Docker, health checks, estrategias de rollback y listas de verificación
Security checklist for Solidity AMM contracts, liquidity pools, and swap flows. Covers reentrancy, CEI ordering, donation or inflation attacks, oracle
Multi-source deep research using firecrawl and exa MCPs. Searches the web, synthesizes findings, and delivers cited reports with source attribution. U
使用此技能生成或审计设计系统，检查视觉一致性，并审查涉及样式的PR。
Discover and evaluate Laravel packages via LaraPlugins.io MCP. Use when the user wants to find plugins, check package health, or assess Laravel/PHP co
Django security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment config
Django architecture patterns, REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django apps.
Django 测试策略，包括 pytest-django、TDD 方法、factory_boy、模拟、覆盖率以及测试 Django REST Framework API。
Verification loop for Django projects: migrations, linting, tests with coverage, security scans, and deployment readiness checks before release or PR.
Django + Celery async task patterns — configuration, task design, beat scheduling, retries, canvas workflows, monitoring, and testing. Use when adding
Pi-hole installation, blocklist management, DNS-over-HTTPS setup, DHCP integration, local DNS records, and troubleshooting broken DNS resolution on a
Yerel geliştirme, konteyner güvenliği, ağ, volume stratejileri ve multi-servis orkestrasyon için Docker ve Docker Compose kalıpları.
Use up-to-date library and framework docs via Context7 MCP instead of training data. Activates for setup questions, API references, code examples, or
惯用的C#和.NET模式、约定、依赖注入、async/await以及构建健壮、可维护的.NET应用程序的最佳实践。
Multi-agent orchestration using dmux (tmux pane manager for AI agents). Patterns for parallel agent workflows across Claude Code, Codex, OpenCode, and
Nutrient DWS API を使用してドキュメントの処理、変換、OCR、抽出、編集、署名、フォーム入力を行います。PDF、DOCX、XLSX、PPTX、HTML、画像に対応しています。
Design task-local harnesses, eval gates, and reusable skill extraction for Claude dynamic workflow mode and other adaptive agent harnesses.
Guide users through ECC's current agents, skills, commands, hooks, rules, install profiles, and project onboarding by reading the live repository surf
Evidence-first ECC Tools burn and billing audit workflow. Use when investigating runaway PR creation, quota bypass, premium-model leakage, duplicate j
EMR/EHR development patterns for healthcare applications. Clinical safety, encounter workflows, prescription generation, clinical decision support int
Kimlik doğrulama eklerken, kullanıcı girdisi işlerken, secret'larla çalışırken, API endpoint'leri oluştururken veya ödeme/hassas özellikler uygularken
Evidence-first mailbox triage, drafting, send verification, and sent-mail-safe follow-up workflow for ECC. Use when the user wants to organize email,
Codified expertise for electricity and gas procurement, tariff optimization, demand charge management, renewable PPA evaluation, and multi-facility en
通过可观测性、安全边界和生命周期管理来操作长期运行的代理工作负载。
Patterns for robust error handling across TypeScript, Python, and Go. Covers typed errors, error boundaries, retries, circuit breakers, and user-facin
Framework formal de evaluación para sesiones de Claude Code que implementa principios de desarrollo orientado a evals (EDD)
Development conventions and patterns for everything-claude-code. JavaScript project with conventional commits.
防止跨EVM链的静默小数不匹配错误。涵盖运行时小数查找、链感知缓存、桥接代币精度漂移以及面向机器人、仪表盘和DeFi工具的安全归一化。
Development conventions and patterns for everything-claude-code. JavaScript project with conventional commits.
Neural search via Exa MCP for web, code, and company research. Use when the user needs web search, code examples, company intel, people lookup, or AI-
Unified media generation via fal.ai MCP — image, video, and audio. Covers text-to-image (Nano Banana), text/image-to-video (Seedance, Kling, Veo 3), t
FastAPI best practices covering project structure, Pydantic v2 schemas, dependency injection, async handlers, authentication, authorization, transacti
Evidence-first revenue, pricing, refunds, team-billing, and billing-model truth workflow for ECC. Use when the user wants a sales snapshot, pricing co
Create reproducible, cross-platform (macOS/Linux) development environments with Flox, a declarative Nix-based environment manager. Use when setting up
库无关的Flutter/Dart代码审查清单，涵盖Widget最佳实践、状态管理模式（BLoC、Riverpod、Provider、GetX、MobX、Signals）、Dart惯用法、性能、可访问性、安全性和整洁架构。
苹果FoundationModels框架用于设备上的LLM——文本生成、使用@Generable进行引导生成、工具调用，以及在iOS 26+中的快照流。
F# testing patterns with xUnit, FsUnit, Unquote, FsCheck property-based testing, integration tests, and test organization best practices.
Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.
フロントエンドプレゼンテーション、デモンストレーション、およびスライド構成のためのパターンとベストプラクティス。
Accessibility patterns for React and Next.js — semantic HTML, ARIA attributes, form labeling, keyboard navigation, focus management, and screen reader
Set an ECC-specific frontend design direction for production UI work. Use when building or improving websites, dashboards, applications, components, l
GAN-inspired Generator-Evaluator agent harness for building high-quality applications autonomously. Based on Anthropic's March 2026 harness design pap
强制事实的门控，阻止编辑/写入/Bash（包括MultiEdit），并要求在允许操作之前进行具体调查（导入器、数据模式、用户指令）。与无门控代理相比，可测量地将输出质量提高2.25分。
Generate iOS app icons as PNG imagesets for Xcode asset catalogs from SF Symbols (5000+ Apple-native) or Iconify API (275k+ open source icons from 200
Commercial-grade Python installer expert for Windows: Nuitka extreme compilation, dist slimming, DLL footprint analysis, and Inno Setup packaging to s
gget CLI and Python workflow for quick genomic database queries, sequence lookup, BLAST-style searches, enrichment checks, and reproducible bioinforma
Git workflow patterns including branching strategies, commit conventions, merge vs rebase, conflict resolution, and collaborative development best pra
GitHub repository operations, automation, and management. Issue triage, PR management, CI/CD operations, release management, and security monitoring u
Go测试模式包括表格驱动测试、子测试、基准测试、模糊测试和测试覆盖率。遵循TDD方法论，采用地道的Go实践。
Go-specific design patterns and best practices including functional options, small interfaces, dependency injection, concurrency patterns, error handl
将 Google 云端硬盘、文档、表格和幻灯片作为一个工作流界面来操作，用于处理计划、追踪器、演示文稿和共享文档。当用户需要查找、总结、编辑、迁移或清理 Google Workspace 资产，而无需使用原始工具调用时使用。
Protected Health Information (PHI) and Personally Identifiable Information (PII) compliance patterns for healthcare applications. Covers data classifi
设计、实现并重构端口与适配器系统，具有清晰的领域边界、依赖反转以及跨 TypeScript、Java、Kotlin 和 Go 服务的可测试用例编排。
用于医疗应用部署的患者安全评估工具。针对CDSS准确性、PHI暴露、临床工作流完整性和集成合规性的自动化测试套件。在安全故障时阻止部署。
将本地 Hermes 操作员工作流转换为经过清理的 ECC 技能和发布包工件。在准备将 Hermes 工作流用于公共 ECC 重用而不泄露私有工作区状态、凭据或仅本地路径时使用。
Use for latency-sensitive systems such as realtime dashboards, market data, streaming agents, execution gateways, queues, caches, or HFT-like infrastr
HIPAA-specific entrypoint for healthcare privacy and security work. Use when a task is explicitly framed around HIPAA, PHI handling, covered entities,
This skill should be used when the user asks to create a hookify rule, write a hook rule, configure hookify, add a hookify rule, or needs guidance on
Readiness checklist for homelab VLAN segmentation, local DNS filtering, and WireGuard-style remote access before changing router, firewall, DHCP, or V
WireGuard VPN server setup, peer configuration, key generation, split tunneling vs full tunnel routing, and remote access to a home network from mobil
Segmenting home networks into VLANs for IoT, guest, trusted, and server traffic using UniFi, pfSense/OPNsense, and MikroTik — including switch trunk c
Practical home and homelab network planning for gateways, switches, access points, IP ranges, DHCP reservations, DNS, cabling, and common beginner mis
Hunt for exploitable, bounty-worthy security issues in repositories. Focuses on remotely reachable vulnerabilities that qualify for real reports inste
Draft cold emails, warm intro blurbs, follow-ups, update emails, and investor communications for fundraising. Use when the user wants outreach to ange
Create and update pitch decks, one-pagers, investor memos, accelerator applications, financial models, and fundraising materials. Use when the user ne
Legacy-project style inheritance skill. Use when the user types /inherit-legacy-style, or when onboarding an AI coding agent onto a hand-written legac
Turn ambiguous or high-impact product and engineering changes into scoped, verifiable acceptance criteria before or alongside implementation. Use when
为多地点零售商提供需求预测、安全库存优化、补货规划及促销提升估算的编码化专业知识。基于拥有15年以上管理数百个SKU经验的需求规划师的专业知识。包括预测方法选择、ABC/XYZ分析、季节性过渡管理及供应商谈判框架。适用于预测需求、设定安全库存、规划补货、管理促销或优化库存水平时使用。license:
逐步优化上下文检索以解决子代理上下文问题的模式
Design background Data Atlas style agents for Itô basket research, market discovery, parameter drafting, and human-in-the-loop editing. Use for archit
Research prediction-market events, venues, underliers, liquidity, and news context for Itô basket workflows. Use for read-only market intelligence, AP
Build a non-advisory prediction-market trade planning worksheet for Itô or venue workflows. Use to inspect venues, underliers, constraints, order prer
Sorgu optimizasyonu, şema tasarımı, indeksleme ve güvenlik için PostgreSQL veritabanı kalıpları. Supabase en iyi uygulamalarına dayanır.
Coroutine'ler, null safety ve DSL builder'lar ile sağlam, verimli ve sürdürülebilir Kotlin uygulamaları oluşturmak için idiomatic Kotlin kalıpları, en
Pythonic idiomlar, PEP 8 standartları, type hint'ler ve sağlam, verimli ve bakımı kolay Python uygulamaları oluşturmak için en iyi uygulamalar.
Spring Boot服务的Java编码标准：命名、不可变性、Optional用法、流、异常、泛型和项目布局。
Use this skill when retrieving Jira tickets, analyzing requirements, updating ticket status, adding comments, or transitioning issues. Provides Jira A
Spring Boot中的JPA/Hibernate模式，用于实体设计、关系处理、查询优化、事务管理、审计、索引、分页和连接池。
知识库管理、摄取、同步和跨多个存储层（本地文件、MCP内存、向量存储、Git仓库）的检索。当用户想要保存、组织、同步、去重或搜索其知识系统时使用。
使用Kotest、MockK、协程测试、基于属性的测试和Kover覆盖率的Kotlin测试模式。遵循TDD方法论和地道的Kotlin实践。
Ktor server patterns including routing DSL, plugins, authentication, Koin DI, kotlinx.serialization, WebSockets, and testApplication testing.
JetBrains Exposed ORM patterns including DSL queries, DAO pattern, transactions, HikariCP connection pooling, Flyway migrations, and repository patter
Kotlin协程与Flow在Android和KMP中的模式——结构化并发、Flow操作符、StateFlow、错误处理和测试。
Kubernetes workload patterns, resource management, RBAC, probes, autoscaling, ConfigMap/Secret handling, and kubectl debugging for production-grade de
Bucle de verificación para proyectos Laravel: verificaciones de entorno, linting, análisis estático, pruebas con cobertura, escaneos de seguridad y pr
Test-driven development for Laravel with PHPUnit and Pest, factories, database testing, fakes, and coverage targets.
Laravel security best practices for authn/authz, validation, CSRF, mass assignment, file uploads, secrets, rate limiting, and secure deployment.
Patrones de arquitectura Laravel, routing/controladores, Eloquent ORM, capas de servicio, colas, eventos, caché y API resources para aplicaciones en p
AI原生的潜在客户情报与外联管道。取代Apollo、Clay和ZoomInfo，提供基于代理的信号评分、相互排名、温暖路径发现、来源驱动的语音建模以及跨电子邮件、LinkedIn和X的渠道特定外联。当用户想要查找、筛选并联系高价值联系人时使用。
Systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source screening, synthes
iOS 26 Liquid Glass design system — dynamic glass material with blur, reflection, and interactive morphing for SwiftUI, UIKit, and WidgetKit.
具有钱包或交易权限的自主交易代理的安全模式。涵盖提示注入、支出限制、发送前模拟、断路器、MEV保护和密钥处理。
针对货运异常、货物延误、损坏、丢失和承运商纠纷的编码化专业知识，由拥有15年以上运营经验的物流专业人士提供。包括升级协议、承运商特定行为、索赔程序和判断框架。在处理运输异常、货运索赔、交付问题或承运商纠纷时使用。license: Apache-2.0
Quarkus 3.x LTS architecture patterns with Camel for messaging, RESTful API design, CDI services, data access with Panache, and async processing. Use
Test-driven development for Quarkus 3.x LTS using JUnit 5, Mockito, REST Assured, Camel testing, and JaCoCo. Use when adding features, fixing bugs, or
End-to-end marketing campaign planning and execution. Covers audience research, positioning, campaign angle definition, landing page copy, email seque
Conduct market research, competitive analysis, investor due diligence, and industry intelligence with source attribution and decision-oriented summari
构建可复用的Manim解释器，用于技术概念、图表、系统图和产品演示，并在需要时移交给更广泛的ECC视频栈。当用户希望获得清晰的动画解释而非通用的人物讲解脚本时使用。
Apply concrete design-engineering details that make interfaces feel polished. Use when reviewing or improving UI spacing, typography, borders, shadows
Build MCP servers with Node/TypeScript SDK — tools, resources, prompts, Zod validation, stdio vs Streamable HTTP. Use Context7 or official MCP docs fo
Evidence-first live messaging workflow for ECC. Use when the user wants to read texts or DMs, recover a recent one-time code, inspect a thread before
End-to-end methodology for AI agents and software engineers to add machine learning algorithms to existing non-ML codebases. Covers problem framing, d
Production machine-learning engineering workflow for data contracts, reproducible training, model evaluation, deployment, monitoring, and rollback. Us
Production-ready animation patterns for React / Next.js — button, modal, toast, stagger, page transitions, exit animations, scroll, and layout — built
Motion tokens, spring presets, performance rules, device adaptation, accessibility enforcement, and SSR safety for React / Next.js using motion/react.
Production-ready UI motion system for React/Next.js. Use when implementing animations, transitions, or motion patterns.
Orchestrate bootstrapping a working MVP from a design or spec document — ingest the doc, plan thin vertical slices, scaffold the first end-to-end slic
MySQL and MariaDB schema, query, indexing, transaction, replication, and connection-pool patterns for production backends.
操作并扩展NanoClaw v2，这是ECC基于claude -p构建的零依赖会话感知REPL。
NestJS architecture patterns for modules, controllers, providers, DTO validation, guards, interceptors, config, and production-grade TypeScript backen
Next.js 16+ y Turbopack — bundling incremental, caché en sistema de archivos, velocidad de desarrollo y cuándo usar Turbopack frente a webpack.
Safe Python Netmiko patterns for read-only collection, bounded batch SSH, TextFSM parsing, guarded config changes, timeouts, and network automation er
Diagnose interface errors, drops, CRCs, duplex mismatches, flapping, speed negotiation issues, and counter trends on routers, switches, and Linux host
Pre-deployment checks for router and switch configuration, including dangerous commands, duplicate addresses, subnet overlaps, stale references, manag
Prevent Ethereum hashing bugs in JavaScript and TypeScript. Node's sha3-256 is NIST SHA3, not Ethereum Keccak-256, and silently breaks selectors, sign
Nuxt 4 应用模式，涵盖水合安全、性能优化、路由规则、懒加载，以及使用 useFetch 和 useAsyncData 进行 SSR 安全的数据获取。
Open-source pipeline: fork, sanitize, and package private projects for safe public release. Chains 3 agents (forker, sanitizer, packager). Triggers: '
为 OpenClaw AI Agent 锻造完整的龙虾灵魂方案。根据用户偏好或随机抽卡， 输出身份定位、灵魂描述(SOUL.md)、角色化底线规则、名字和头像生图提示词。 如当前环境提供已审核的生图 skill，可自动生成统一风格头像图片。 当用户需要创建、设计或定制 OpenClaw 龙虾灵魂时使
Operate execution flow across GitHub and Linear by triaging issues and pull requests, linking active work, and keeping GitHub public-facing while Line
Operate notifications as one ECC-native workflow across GitHub, Linear, desktop alerts, hooks, and connected communication surfaces. Use when the real
Orchestrate fixing a bug — reproduce it as a failing regression test, fix to green, review, and gated commit — by delegating each phase to the matchin
Orchestrate a behavior-preserving refactor — confirm tests are green, restructure without changing behavior, keep tests green, review, and gated commi
Orchestrate building a brand-new feature end to end — research, plan, TDD implementation, review, and gated commit — by delegating each phase to the m
Orchestrate altering an existing, working feature to new desired behavior — update its tests to the new spec, change the implementation to match, revi
Shared orchestration engine for the orch-* skill family. Defines the gated Research-Plan-TDD-Review-Commit pipeline, the size classifier, the agent ma
Use when the user wants a task done much faster through parallel work, concurrent agents, batched tool calls, isolated worktrees, or many independent
Patrones de arquitectura Spring Boot, diseño de API REST, servicios en capas, acceso a datos, caché, procesamiento asíncrono y logging. Usar para trab
Patrones idiomáticos de Rust, ownership, manejo de errores, traits, concurrencia y buenas prácticas para construir aplicaciones seguras y eficientes.
Yeni özellikler yazarken, hata düzeltirken veya kod refactor ederken bu skill'i kullanın. Unit, integration ve E2E testlerini içeren %80+ kapsam ile t
现代 Perl 5.36+ 的惯用法、最佳实践和约定，用于构建稳健、可维护的 Perl 应用程序。
全面的Perl安全指南，涵盖污染模式、输入验证、安全进程执行、DBI参数化查询、Web安全（XSS/SQLi/CSRF）以及perlcritic安全策略。
Perl testing patterns using Test2::V0, Test::More, prove runner, mocking, coverage with Devel::Cover, and TDD methodology.
Write-time code quality enforcement using Plankton — auto-formatting, linting, and Claude-powered fixes on every file edit via hooks.
Read a plan document, decompose it into steps, design a per-step agent chain from the ECC catalogue, and emit ready-to-paste /orchestrate custom promp
使用此技能在构建前验证“为什么”，运行产品诊断，并在请求成为实施合同之前对产品方向进行压力测试。
Review prediction-market, basket, oracle, and trading-agent workflows for compliance, safety, data-quality, privacy, and execution risk. Use before an
Prisma ORM patterns for TypeScript backends — schema design, query optimization, transactions, pagination, and critical traps like updateMany returnin
Research prediction markets as data sources or oracle signals for products, agents, dashboards, and corporate decision intelligence. Use for source-gr
Protocol-based dependency injection for testable Swift code — mock file system, network, and external APIs using focused protocols and Swift Testing.
Translate PRD intent, roadmap asks, or product discussions into an implementation-ready capability plan that exposes constraints, invariants, interfac
分析原始提示，识别意图和差距，匹配ECC组件（技能/命令/代理/钩子），并输出一个可直接粘贴的优化提示。仅提供咨询角色——绝不自行执行任务。触发时机：当用户说“优化提示”、“改进我的提示”、“如何编写提示”、“帮我优化这个指令”或明确要求提高提示质量时。中文等效表达同样触发：“优化prompt”、“
为离散和批量制造中的生产调度、作业排序、产线平衡、换模优化和瓶颈解决提供编码化专业知识。基于拥有15年以上经验的生产调度师的知识。包括约束理论/鼓-缓冲-绳、快速换模、设备综合效率分析、中断响应框架以及企业资源计划/制造执行系统交互模式。适用于调度生产、解决瓶颈、优化换模、应对中断或平衡制造产线时。
Local-evidence production readiness audit for shipped apps, pre-launch reviews, post-merge checks, and "what breaks in prod?" questions without sendin
Direct PubMed and NCBI E-utilities search workflows for biomedical literature, MeSH queries, PMID lookup, citation retrieval, and API-backed literatur
使用pytest的Python测试策略，包括TDD方法、夹具、模拟、参数化和覆盖率要求。
PyTorch深度学习模式与最佳实践，用于构建稳健、高效且可复现的训练流程、模型架构和数据加载。
E2E testing for Windows native desktop apps (WPF, WinForms, Win32/MFC, Qt) using pywinauto and Windows UI Automation.
Quarkus Security best practices for authentication, authorization, JWT/OIDC, RBAC, input validation, CSRF, secrets management, and dependency security
Bucle de verificación para proyectos Quarkus: build, análisis estático, pruebas con cobertura, escaneos de seguridad, compilación nativa y revisión de
为受监管制造业中的质量控制、不合格调查、根本原因分析、纠正措施和供应商质量管理提供编码化专业知识。基于在FDA、IATF 16949和AS9100环境中拥有15年以上经验的质量工程师的见解。包括不合格报告生命周期管理、纠正与预防措施系统、统计过程控制解释和审核方法。适用于调查不合格、进行根本原因分析
RFC-driven multi-agent DAG execution pattern with quality gates, merge queues, and work unit orchestration.
React and Next.js performance optimization patterns adapted from Vercel Engineering's React Best Practices (https://github.com/vercel-labs/agent-skill
Use when the user asks for repeated rollouts, marked decision processes, high-dimensional search, stochastic optimization, local-optima exploration, e
React 18/19 patterns including hooks discipline, server/client component boundaries, Suspense + error boundaries, form actions, data fetching, state m
跨栈源代码资产审计——对每个文件进行分类，检测嵌入的第三方库，并为每个模块提供可操作的四级判定结果，附带交互式HTML报告。
Decision framework for choosing between regex and LLM when parsing structured text — start with regex, add LLM only for low-confidence edge cases.
Best practices for Remotion - Video creation in React. 29 domain-specific rules covering 3D, animations, audio, captions, charts, transitions, and mor
React component testing with React Testing Library, Vitest/Jest, MSW for network mocking, accessibility assertions with axe, and the decision boundary
以证据为先的ECC当前状态研究工作流程。当用户希望基于当前公开证据和提供的本地上下文获取最新事实、比较、丰富信息或建议时使用。
用于退货授权、接收与检验、处置决策、退款处理、欺诈检测以及保修索赔管理的标准化专业知识。基于拥有15年以上经验的退货运营经理的见解。包括分级框架、处置经济学、欺诈模式识别和供应商回收流程。适用于处理产品退货、逆向物流、退款决策、退货欺诈检测或保修索赔时使用。license: Apache-2.0
Design composable recommendation, ranking, and feed pipelines using the six-stage Source→Hydrator→Filter→Scorer→Selector→SideEffect framework populari
Redis data structure patterns, caching strategies, distributed locks, rate limiting, pub/sub, and connection management for production applications.
扫描技能以提取跨领域原则并将其提炼为规则——追加、修订或创建新的规则文件
Rust testing patterns including unit tests, integration tests, async testing, property-based testing, mocking, and coverage. Follows TDD methodology.
Use this skill to prevent destructive operations when working on production systems or running agents autonomously.
具有收敛循环的多智能体对抗验证。两个独立的审查代理必须都通过，输出才能发送。
Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-wri
Scan your Claude Code configuration (.claude/ directory) for security vulnerabilities, misconfigurations, and injection risks using AgentShield. Check
Research-before-coding workflow. Search for existing tools, libraries, and patterns before writing custom code. Systematizes the "search for existing
Audit, plan, and implement SEO improvements across technical SEO, on-page optimization, structured data, Core Web Vitals, and content strategy. Use wh
Use when auditing Claude skills and commands for quality. Supports Quick Scan (changed skills only) and Full Stocktake modes with sequential subagent
Search existing local, marketplace, GitHub, and web skill sources before creating a new skill. Use when the user wants to create, build, fork, or find
可视化技能、规则和代理定义是否被实际遵循——自动生成3种提示严格级别的场景，运行代理，分类行为序列，并报告完整工具调用时间线的合规率
Spring Security best practices for authn/authz, validation, CSRF, secrets, headers, rate limiting, and dependency security in Java Spring Boot service
Test-driven development for Spring Boot using JUnit 5, Mockito, MockMvc, Testcontainers, and JaCoCo. Use when adding features, fixing bugs, or refacto
Bucle de verificación para proyectos Spring Boot: build, análisis estático, pruebas con cobertura, escaneos de seguridad y revisión de diff antes del
Agent-driven scheduling and publishing of social media posts across 13 platforms via SocialClaw. Use when the user wants to publish to X, LinkedIn, In
加权社交图谱排名，用于在X和LinkedIn上发现温暖介绍、桥梁评分和网络差距分析。当用户想要可重用的图谱排名引擎本身，而不是其上层更广泛的推广或网络维护工作流时使用。
任意の自動コンパクションではなく、タスクフェーズを通じてコンテキストを保持するための論理的な間隔での手動コンパクションを提案します。
在 Swift 中使用 actor 实现线程安全的数据持久化——基于内存缓存与文件支持的存储，通过设计消除数据竞争。
Swift 6.2 可接近的并发性 — 默认单线程，@concurrent 用于显式后台卸载，隔离一致性用于主 actor 类型。
SwiftUI 架构模式，使用 @Observable 进行状态管理，视图组合，导航，性能优化，以及现代 iOS/macOS UI 最佳实践。
A creative-direction (taste) layer for music videos and short-form edits in the angelcore / cloud-trance / hyperpop visual family. Distills a named-ge
基于证据优先的仓库执行工作流，适用于ECC。当用户需要运行命令、检查仓库、调试CI失败或推送带有精确执行和验证证明的窄修复时使用。
用于组合和派遣并行团队的交互式代理选择器
Run team-based orchestration for agent squads using work items, ownership, agent Kanban, merge gates, and control pane handoffs.
Expert guidance for developing with the tinystruct Java framework. Use when working on the tinystruct codebase or any project built on tinystruct — in
Offers the user an informed choice about how much response depth to consume before answering. Use this skill when the user explicitly wants to control
Translate visa application documents (images) to English and create a bilingual PDF with original and translation
Use when the user has UI screenshots or design exports that need batch conversion into Vue 3 components, especially with Vant, Element Plus, or Ant De
Record polished UI demo videos using Playwright. Use when the user asks to create a demo, walkthrough, screen recording, or tutorial video of a web ap
Use when managing an Uncloud cluster — deploying services, configuring Caddy ingress, adding static proxy routes for non-cluster devices, publishing p
USPTO patent and trademark data workflow for official record lookup, PatentSearch queries, TSDR checks, assignment data, and reproducible IP research
Claude Code 세션을 위한 포괄적인 검증 시스템.
AI-assisted video editing workflows for cutting, structuring, and augmenting real footage. Covers the full pipeline from raw capture through FFmpeg, R
视频与音频的查看、理解与行动。查看：从本地文件、URL、RTSP/直播源或实时录制桌面获取内容；返回实时上下文和可播放流链接。理解：提取帧，构建视觉/语义/时间索引，并通过时间戳和自动剪辑搜索片段。行动：转码和标准化（编解码器、帧率、分辨率、宽高比），执行时间线编辑（字幕、文本/图像叠加、品牌化、音
Vite build tool patterns including config, plugins, HMR, env variables, proxy setup, SSR, library mode, dependency pre-bundling, and build optimizatio
Vue.js 3 Composition API patterns, component architecture, reactivity best practices, Pinia state management, Vue Router navigation, and Nuxt SSR patt
X/Twitter API integration for posting tweets, threads, reading timelines, search, and analytics. Covers OAuth auth patterns, rate limits, and platform
Patrones de pruebas E2E con Playwright, Page Object Model, configuración, integración CI/CD, gestión de artefactos y estrategias para pruebas inestabl
Roleplay the most difficult, tech-resistant user for your product. Browse the app as that persona, find every UX pain point, then filter complaints th
Airtable REST API via curl. Records CRUD, filters, upserts.
Give the agent its own dedicated email inbox via AgentMail. Send, receive, and manage email autonomously using agent-owned email addresses (e.g. herme
Operate the Antigravity CLI (agy): plugins, auth, sandbox.
Apple Reminders via remindctl: add, list, complete.
Manage Apple Notes via memo CLI: create, search, edit.
Dark-themed SVG architecture/cloud/infra diagrams as HTML.
AudioCraft: MusicGen text-to-music, AudioGen text-to-sound.
Author in-repo SKILL.md: frontmatter, validator, structure.
ASCII art: pyfiglet, cowsay, boxes, image-to-ascii.
ASCII video: convert video/audio to colored ASCII MP4/GIF.
Infographics: 21 layouts x 21 styles (信息图, 可视化).
Connect to a running NeuroSkill instance and incorporate the user's real-time cognitive and emotional state (focus, relaxation, mood, cognitive load,
Simplest distributed training API. 4 lines to add distributed support to any PyTorch script. Unified API for DeepSpeed/FSDP/Megatron/DDP. Automatic de
Gateway to 400+ bioinformatics skills from bioSkills and ClawBio. Covers genomics, transcriptomics, single-cell, variant calling, pharmacogenomics, me
Control Blender directly from Hermes via socket connection to the blender-mcp addon. Create 3D objects, materials, animations, and run arbitrary Blend
Monitor blogs and RSS/Atom feeds via blogwatcher-cli tool.
Delegate coding tasks to Blackbox AI CLI agent. Multi-model agent with built-in judge that runs tasks through multiple LLMs and picks the best result.
Canvas LMS integration — fetch enrolled courses and assignments using API token authentication.
Open-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata. Simple 4-f
OpenAI's model connecting vision and language. Enables zero-shot image classification, image-text matching, and cross-modal retrieval. Trained on 400M
Delegate coding to Claude Code CLI (features, PRs).
Design one-off HTML artifacts (landing, deck, prototype).
Build comparable company analysis in Excel — operating metrics, valuation multiples, statistical benchmarking vs peer sets. Pairs with excel-author. U
Delegate coding to OpenAI Codex CLI (features, PRs).
Generate images, video, and audio with ComfyUI — install, launch, manage nodes/models, run workflows with parameter injection. Uses the official comfy
Inspect codebases w/ pygount: LOC, languages, ratios.
Generate flat, minimal light/dark-aware SVG diagrams as standalone HTML files, using a unified educational visual language with 9 semantic color ramps
Generate wiki docs + Mermaid diagrams for any codebase.
Build institutional-quality DCF valuation models in Excel — revenue projections, FCF build, WACC, terminal value, Bear/Base/Bull scenarios, 5x5 sensit
Evolve prompts/regex/SQL/code with Imbue's evolution loop.
Debug Python: pdb REPL + debugpy remote (DAP).
Debug REST/GraphQL APIs: status codes, auth, schemas, repro.
Author/validate/export Google's DESIGN.md token spec files.
Debug Node.js via --inspect + Chrome DevTools Protocol CLI.
Provides PyTorch-native distributed LLM pretraining using torchtitan with 4D parallelism (FSDP2, TP, PP, CP). Use when pretraining Llama 3.1, DeepSeek
Exploratory QA of web apps: find bugs, evidence, reports.
Manage Docker containers, images, volumes, networks, and Compose stacks — lifecycle ops, debugging, cleanup, and Dockerfile optimization.
Pharmaceutical research assistant for drug discovery workflows. Search bioactive compounds on ChEMBL, calculate drug-likeness (Lipinski Ro5, QED, TPSA
Free web search via DuckDuckGo — text, news, images, videos. No API key needed. Prefer the `ddgs` CLI when installed; use the Python DDGS library only
lm-eval-harness: benchmark LLMs (MMLU, GSM8K, etc.).
Read-only EVM client: wallets, tokens, gas across 8 chains.
Build auditable Excel workbooks headless with openpyxl — blue/black/green cell conventions, formulas over hardcodes, named ranges, balance checks, sen
Hand-drawn Excalidraw JSON diagrams (arch, flow, seq).
Build, test, inspect, install, and deploy MCP servers with FastMCP in Python. Use when creating a new MCP server, wrapping an API or database as MCP t
Facebook's library for efficient similarity search and clustering of dense vectors. Supports billions of vectors, GPU acceleration, and various index
Track Apple devices/AirTags via FindMy.app on macOS.
Gym workout planner and nutrition tracker. Search 690+ exercises by muscle, equipment, or category via wger. Look up macros and calories for 380,000+
Expert guidance for Fully Sharded Data Parallel training with PyTorch FSDP - parameter sharding, mixed precision, CPU offloading, FSDP2
Generate real meme images by picking a template and overlaying text with Pillow. Produces actual .png meme files.
GitHub auth setup: HTTPS tokens, SSH keys, gh CLI login.
Clone/create/fork repos; manage remotes, releases.
Search/download GIFs from Tenor via curl + jq.
Index a codebase with GitNexus and serve an interactive knowledge graph via web UI + Cloudflare tunnel.
Create, triage, label, assign GitHub issues via gh or REST.
GitHub PR lifecycle: branch, commit, open, CI, merge.
Review PRs: diffs, inline comments via gh or REST.
Join a Google Meet call, transcribe live captions, optionally speak in realtime, and do the followup work afterwards. Use when the user asks the agent
Jailbreak LLMs: Parseltongue, GODMODE, ULTRAPLINIAN.
Gmail, Calendar, Drive, Docs, Sheets via gws CLI or Python.
Delegate coding to xAI Grok Build CLI (features, PRs).
Control LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats, and build multi-step workflows with
Configure, extend, or contribute to Hermes Agent.
Modify, debug, or extend the s6-overlay supervision tree inside the Hermes Agent Docker image — adding new services, debugging profile gateways, under
HeartMuLa: Suno-like song generation from lyrics + tags.
Publish static sites to {slug}.here.now and store private files in cloud Drives for agent-to-agent handoff.
HuggingFace hf CLI: search/download/upload models, datasets.
llama.cpp local GGUF inference + HF Hub model discovery.
Himalaya CLI: IMAP/SMTP email from terminal.
Configure and use Honcho memory with Hermes -- cross-session user modeling, multi-profile peer isolation, observation config, dialectic reasoning, ses
Humanize text: strip AI-isms and add real voice.
Fast tokenizers optimized for research and production. Rust-based implementation tokenizes 1GB in <20 seconds. Supports BPE, WordPiece, and Unigram al
Hyperliquid market data, account history, trade review.
Create HTML-based video compositions, animated title cards, social overlays, captioned talking-head videos, audio-reactive visuals, and shader transit
Send and receive iMessages/SMS via the imsg CLI on macOS.
Run 150+ AI apps via inference.sh CLI (infsh) — image generation, video creation, LLMs, search, 3D, social automation. Uses the terminal tool. Trigger
Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse complex JSON with type safety, and
Iterative Python via live Jupyter kernel (hamelnb).
Plan, set up, and monitor a multi-agent video production pipeline backed by Hermes Kanban. Use when the user wants to make ANY video — narrative film,
Pitfalls, examples, and edge cases for Hermes Kanban workers. The lifecycle itself is auto-injected into every worker's system prompt as KANBAN_GUIDAN
Decomposition playbook + anti-temptation rules for an orchestrator profile routing work through Kanban. The "don't do the work yourself" rule and the
Build leveraged buyout models in Excel — sources & uses, debt schedule, cash sweep, exit multiple, IRR/MOIC sensitivity. Pairs with excel-author. Use
Reserved and on-demand GPU cloud instances for ML training and inference. Use when you need dedicated GPU instances with simple SSH access, persistent
Large Language and Vision Assistant. Enables visual instruction tuning and image-based conversations. Combines CLIP vision encoder with Vicuna/LLaMA l
Karpathy's LLM Wiki: build/query interlinked markdown KB.
Geocode, POIs, routes, timezones via OpenStreetMap/OSRM.
Manim CE animations: 3Blue1Brown math/algo videos.
Use the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, and CLI/ty
Spaced-repetition flashcard system. Create cards from facts or text, chat with flashcards using free-text answers graded by the agent, generate quizze
Build accretion/dilution (merger) models in Excel — pro-forma P&L, synergies, financing mix, EPS impact. Pairs with excel-author. Use for M&A pitches,
Migrate a user's OpenClaw customization footprint into Hermes Agent. Imports Hermes-compatible memories, SOUL.md, command allowlists, user skills, and
Pay HTTP 402 APIs via Machine Payments Protocol (MPP).
Serverless GPU cloud platform for running ML workloads. Use when you need on-demand GPU access without infrastructure management, deploying ML models
Edit PDF text/typos/titles via nano-pdf CLI (NL prompts).
GPU-accelerated data curation for LLM training. Supports text/image/video/audio. Features fuzzy deduplication (16× faster), quality filtering (30+ heu
Notion API + ntn CLI: pages, databases, markdown, Workers.
Read, search, create, and edit notes in the Obsidian vault.
Structured decision-making framework for technical proposals and trade-off analysis. When the user faces a choice between multiple approaches (archite
Control Philips Hue lights, scenes, rooms via OpenHue CLI.
Delegate coding to OpenCode CLI (features, PR review).
Delegate coding to OpenHands CLI (model-agnostic, LiteLLM).
Optimizes transformer attention with Flash Attention for 2-4x speedup and 10-20x memory reduction. Use when training/running transformers with long se
Supply chain investigation, evidence recovery, and forensic analysis for GitHub repositories. Covers deleted commit recovery, force-push detection, IO
Public-records OSINT investigation framework — SEC EDGAR filings, USAspending contracts, Senate lobbying, OFAC sanctions, ICIJ offshore leaks, NYC pro
Embed alibaba/page-agent into your own web application — a pure-JavaScript in-page GUI agent that ships as a single tag or npm package and lets end-u
Optional vendor skill for Parallel CLI — agent-native web search, extraction, deep research, enrichment, FindAll, and monitoring. Prefer JSON output a
Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B) with limited GPU memory, when
Zero-install localhost tunnels over SSH via Pinggy.
Managed vector database for production AI applications. Fully managed, auto-scaling, with hybrid search (dense + sparse), metadata filtering, and name
Plan mode: write an actionable markdown plan to .hermes/plans/, no execution. Bite-sized tasks, exact paths, complete code.
Build PowerPoint decks headless with python-pptx. Pairs with excel-author for model-backed decks where every number traces to a workbook cell. Use for
Create, read, edit .pptx decks, slides, notes, templates.
54 real design systems (Stripe, Linear, Vercel) as HTML/CSS.
Use when building creative browser demos with @chenglou/pretext — DOM-free text layout for ASCII art, typographic flow around obstacles, text-as-geome
Provision SaaS services + sync creds via Stripe Projects.
High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal boilerplate. Scale
High-performance vector similarity search engine for RAG and semantic search. Use when building production RAG systems requiring fast nearest neighbor
Search personal knowledge bases, notes, docs, and meeting transcripts locally using qmd — a hybrid retrieval engine with BM25, vector search, and LLM
Pre-commit review: security scan, quality gates, auto-fix.
Provides guidance for LLM post-training with RL using slime, a Megatron+SGLang framework. Use when training GLM models, implementing custom data gener
Web scraping with Scrapling - HTTP fetching, stealth browser automation, Cloudflare bypass, and spider crawling via CLI and Python.
vLLM: high-throughput LLM serving, OpenAI API, quantization.
SAM: zero-shot image segmentation via points, boxes, masks.
Free meta-search via SearXNG — aggregates results from 70+ search engines. Self-hosted or use a public instance. No API key needed. Falls back automat
Parallel 3-agent cleanup of recent code changes.
Simple Preference Optimization for LLM alignment. Reference-free alternative to DPO with better performance (+6.4 points on AlpacaEval 2.0). No refere
SiYuan Note API for searching, reading, creating, and managing blocks and documents in a self-hosted knowledge base via curl.
Shopify Admin & Storefront GraphQL APIs via curl. Products, orders, customers, inventory, metafields.
OSINT username search across 400+ social networks. Hunt down social media accounts by username.
Shop catalog search, checkout, order tracking, returns.
Throwaway HTML mockups: 2-3 design variants to compare.
Throwaway experiments to validate an idea before build.
Provides guidance for training and analyzing Sparse Autoencoders (SAEs) using SAELens to decompose neural network activations into interpretable featu
Query Solana blockchain data with USD pricing — wallet balances, token portfolios with values, transaction details, NFTs, whale detection, and live ne
Audio spectrograms/features (mel, chroma, MFCC) via CLI.
Songwriting craft and Suno AI music prompts.
State-of-the-art text-to-image generation with Stable Diffusion models via HuggingFace Diffusers. Use when generating images from text prompts, perfor
Agent payments via Stripe Link — cards, SPT, approvals.
Execute plans via delegate_task subagents (2-stage review).
4-phase root cause debugging: understand bugs before fixing.
Optimizes LLM inference with NVIDIA TensorRT for maximum throughput and lowest latency. Use for production deployment on NVIDIA GPUs (A100/H100), when
Operate the Teams meeting summary pipeline via Hermes CLI — summarize meetings, inspect pipeline status, replay jobs, manage Microsoft Graph subscript
TDD: enforce RED-GREEN-REFACTOR, tests before code.
Give Hermes phone capabilities without core tool changes. Provision and persist a Twilio number, send and receive SMS/MMS, make direct calls, and plac
Control a running TouchDesigner instance via twozero MCP — create operators, set parameters, wire connections, execute Python, build real-time visuals
Poll RSS, JSON APIs, and GitHub with watermark dedup.
W&B: log ML experiments, sweeps, model registry, dashboards.
Authorized web application penetration testing — reconnaissance, vulnerability analysis, proof-based exploitation, and professional reporting. Adapts
OpenAI's general-purpose speech recognition model. Supports 99 languages, transcription, translation to English, and language identification. Six mode
X/Twitter via xurl CLI: post, search, DM, media, v2 API.
YouTube transcripts to summaries, threads, blogs.
Yuanbao (元宝) groups: @mention users, query info/members.
p5.js sketches: gen art, shaders, interactive, 3D.
Build fully-integrated 3-statement models (IS, BS, CF) in Excel with working capital schedules, D&A roll-forwards, debt schedule, and the plugs that m
Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in, and reading/injecting secrets for comman
Checks if a community pull request is ready for human review. Verifies CLA signature, PR title format, description completeness, test coverage, and cu
Guides n8n credential setup through Computer Use browser tools. Use when a user needs OAuth apps, API keys, client IDs, client secrets, or other crede
Create Linear tickets or GitHub issues following n8n conventions. Use when the user asks to create a ticket, file a bug, open an issue, or says /creat
Creates GitHub pull requests with properly formatted titles that pass the check-pr-title CI validation. Use when creating PRs, submitting changes for
Designs and manages n8n Data Tables directly with the data-tables and parse-file tools. Use when the user asks to list, show, create, inspect, import,
Debug failed or wrong-output workflow executions using executions tools. Load when the user reports execution failures, unexpected node output, or emp
Handles system follow-up turns: planned-task-follow-up (synthesize, replan, build-workflow, checkpoint), background-task-completed, running-tasks cont
ONLY for coordinated multi-artifact work: multiple workflows with dependencies, shared data-table schema/migration across tasks, or the user explicitl
Handles workflow verification and setup after build-workflow succeeds, or when the message contains workflow-verification-follow-up or workflow-setup-
Reviews a GitHub pull request like a thoughtful human reviewer and writes the feedback to a markdown file. Prioritizes bugs, behavioral regressions, s
Default path for all single-workflow work: new one-off workflows, existing- workflow edits, verification repairs, and workflow-local data tables. Use
Use the n8n CLI to manage workflows, credentials, executions, and more on an n8n instance. Use when the user asks to interact with n8n, automate workf
Configure MCP servers for n8n development. Use when the user says /setup-mcps or asks to set up MCP servers for n8n.
Guides users through creating effective Agent Skills. Use when you want to create, write, or author a new skill, or asks about skill structure, best p
Guides work on `packages/frontend/editor-ui` experiments. Use when creating, extending, wiring, testing, reviewing, or retiring editor-ui experiments,
Fetch and analyze Linear issue with all related context. Use when starting work on a Linear ticket, analyzing issues, or gathering context about a Lin
Keeps implementation and specs in sync. Use when working on a feature that has a spec in .agents/specs/, when the user says /spec, or when starting im
Act on user feedback attached to the current session. Use when the user submits feedback on the session's changes via the Submit Feedback button.
Primary accessibility skill for VS Code. REQUIRED for new feature and contribution work, and also applies to updates of existing UI. Covers accessibil
Use when adding, modifying, or reviewing VS Code configuration policies. Covers the full policy lifecycle from registration to export to platform-spec
**WORKFLOW SKILL** — Create, update, review, fix, or debug VS Code agent customization files (.instructions.md, .prompt.md, .agent.md, SKILL.md, copil
Analyze V8 heap snapshots to investigate memory leaks and retention issues. Use when given .heapsnapshot files, asked to compare before/after snapshot
Use this agent when the user needs to upgrade Anthropic SDK packages. This includes: upgrading @anthropic-ai/sdk or @anthropic-ai/claude-agent-sdk to
Analyze V8/Chrome CPU profiles (.cpuprofile) and DevTools trace files (Trace-*.json). Use when: profiling performance, investigating slow functions, c
Identify all files a specific author contributed to on a branch vs its upstream, tracing code through renames. Use when asked who edited what, what co
Audit code for memory leaks and disposable issues. Use when reviewing event listeners, DOM handlers, lifecycle callbacks, or fixing leak reports. Cove
Run agent-driven VS Code performance or memory investigations. Use when asked to launch Code OSS, automate a VS Code scenario, run the Chat memory smo
Use when validating Azure DevOps pipeline changes for the VS Code build. Covers queueing builds, checking build status, viewing logs, and iterating on
Run chat perf benchmarks and memory leak checks against the local dev build or any published VS Code version. Use when investigating chat rendering re
Use when working on the Chat Customizations editor — the management UI for agents, skills, instructions, hooks, prompts, MCP servers, and plugins.
Analyze Copilot session history for standup reports, usage tips, session search, and session reindexing. Use when the user asks for a standup, daily s
Perform a code review of the current session's changes. Use when the user requests a code review via the Run Code Review button in the Changes toolbar
Use when creating or updating component fixtures for screenshot testing, or when designing UI components to be fixture-friendly. Covers fixture file s
Comprehensive setup steps to help the user create complete project structures in a VS Code workspace. This tool is designed for full project initializ
Find and read logs from Code OSS dev builds. Use when: finding logs, reading log files, debugging Code OSS, checking renderer logs, extension host log
Commit staged or unstaged changes with an AI-generated commit message that matches the repository's existing commit style. Use when the user asks to '
Create an instructions file (.instructions.md) for a project rule or convention.
Create a reusable skill (SKILL.md) that packages a workflow.
Create a custom agent (.agent.md) for a specific job.
Create a pull request for the current session. Use when the user wants to open a PR with the session's changes.
Create a hook (.json) to enforce policy or automate agent lifecycle events.
Create a reusable prompt file (.prompt.md) for a common task.
Create a draft pull request for the current session. Use when the user wants to open a draft PR with the session's changes.
Investigate and fix CI failures on a pull request. Use when CI checks fail on a PR branch — covers finding the PR, identifying failed checks, download
Guidelines for fixing unhandled errors from the VS Code error telemetry dashboard. Use when investigating error-telemetry issues with stack traces, er
Fix the failed CI checks for the current session. Use when the user requests a CI fix via the Fix Checks button in the Changes toolbar.
Generate or modify run commands for the current session. Use when the user wants to set up or update run commands that appear in the session's Run but
Get the current search results from the Search view in VS Code
Use this to update the Github Copilot CLI/SDK
Use when making code changes to ensure they pass VS Code's hygiene checks. Covers the pre-commit hook, unicode restrictions, string quoting rules, cop
Use when running integration tests in the VS Code repo. Covers scripts/test-integration.sh (macOS/Linux) and scripts/test-integration.bat (Windows), t
Generate or update chat customization files for AI coding agents
How to install a VS Code extension from an extension ID. Useful when the user wants to add new capabilities to their VS Code environment by installing
Launch Code OSS (VS Code from sources) into an isolated throwaway profile with unique debug ports so you can drive it with @playwright/cli AND attach
Merge changes from the topic branch to the merge base branch. Use when the user wants to merge their session's work back to the base branch.
OpenTelemetry instrumentation for the Copilot Chat extension — covers the four agent execution paths, the IOTelService abstraction, span/metric/event
Comprehensive setup steps to help the user create complete project structures in a VS Code workspace; this tool is designed for full project initializ
Agents window architecture — covers the agents-first app, layering, folder structure, chat widget, menus, contributions, entry points, and development
Use when running VS Code smoke tests or working on smoke-test CI steps. Covers npm run smoketest / smoketest-no-compile, grep filtering tests, and a t
Update a stale session branch by rebasing onto the latest origin. Use when the upstream has moved significantly and the session needs to catch up, res
Sync the current session branch with its upstream branch, or publish the current session branch to a remote. Use when the user asks to sync a branch,
Ensure renamed built-in tool references preserve backward compatibility. Use when renaming a toolReferenceName, tool set referenceName, or any tool id
Investigate unexpected chat agent behavior by analyzing direct debug logs in JSONL files. Use when users ask why something happened, why a request was
Use when running unit tests in the VS Code repo. Covers the runTests tool, scripts/test.sh (macOS/Linux) and scripts/test.bat (Windows), and their sup
Create or update repository skills and instructions when major learnings are discovered during a session. Use when the user says "learn!", when a sign
Download screenshot baselines from the latest CI run and commit them. Use when asked to update, accept, or refresh component screenshot baselines from
Update the pull request for the current session. Use when the user wants to push new changes to an existing PR.
VS Code theming, color tokens, widget styles, focus indicators, and high-contrast theme support. Use when registering colors, styling widgets with the
VS Code CSS conventions, file organization, class naming, standard sizes, SplitView/Grid layout, scrollable content, responsive layout, and text overf
Use when the user wants to run the vscode.dev server locally and exercise the VS Code workbench or Agents window in the integrated browser against the
Address PR review comments and loop until CI green and all comments resolved. TRIGGER when user asks to address comments, fix PR feedback, respond to
Open a pull request with proper PR template, test coverage, and review workflow. Guides agents through creating a PR that follows repo conventions, en
Meta-agent supervisor that manages a fleet of Claude Code agents running in tmux windows. Auto-discovers spare worktrees, spawns agents, monitors stat
Alternate /pr-review and /pr-address on a PR until the PR is truly mergeable — no new review findings, zero unresolved inline threads, zero unaddresse
E2E manual testing of PRs/branches using docker compose, agent-browser, and API calls. TRIGGER when user asks to manually test a PR, test a feature en
Review a PR for correctness, security, code quality, and testing issues. TRIGGER when user asks to review a PR, check PR quality, or give feedback on
Initialize a worktree-based repo layout for parallel development. Creates a main worktree, a reviews worktree for PR reviews, and N numbered work bran
Set up a new git worktree for parallel development. Creates the worktree, copies .env files, installs dependencies, and generates Prisma client. TRIGG
Analyze the current branch diff against dev, plan integration tests for changed frontend pages/components, and write them. TRIGGER when user asks to w
Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical
Expertise in analyzing flake github issues in the flutter/flutter repository. Use when a user wants to analyze the flakiness of a specific link to a f
Performs a comprehensive, multi-step code review of pull requests or local code changes, using iterative refinement (generation, critique, synthesis)
Parse failures from Dart and Flutter test logs.
Find failing checks on a Flutter PR and locate the corresponding LUCI log URLs.
A skill to find the lowest Dart and Flutter release containing a given commit. Use this skill whenever users ask about when a commit landed in Flutter
Rebuilds the Flutter tool and CLI. Use when a user asks to compile, update, regenerate, or rebuild the Flutter tool or CLI.
Contains well-defined rules for creating natural, accurate, and readable writing. Use whenever authoring longer text, like analysis documents, PR or C
Upgrades Flutter's Android SDK dependency to a new Android API version (or preview/canary release) in packages.txt, verifies CIPD tag uniqueness, and
Upgrade browser versions (Chrome or Firefox) in the Flutter Web Engine and/or Framework tests. Use when asked to roll or upgrade Chrome or Firefox to
Build AI agents on Cloudflare Workers using the Agents SDK. Load when creating stateful agents, durable workflows, real-time WebSocket apps, scheduled
Comprehensive Cloudflare platform skill covering Workers, Pages, storage (KV, D1, R2), AI (Workers AI, Vectorize, Agents SDK), networking (Tunnel, Spe
Work with Effect v4 / effect-smol TypeScript code in this repo
Translate "The Interactive Book of Prompting" chapters and UI strings to a new language
Generate customizable widget plugins for the prompts.chat feed system
Activates when the user asks about AI prompts, needs prompt templates, wants to search for prompts, or mentions prompts.chat. Use for discovering, ret
Search, retrieve, and install Agent Skills from the prompts.chat registry using MCP tools. Use when the user asks to find skills, browse skill catalog
Fixes broken typing checks detected by ty, make typing, or make check-repo. Use when typing errors appear in local runs, CI, or PR logs.
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code
Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when b
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece
Reference for the Claude API / Anthropic SDK — model ids, pricing, params, streaming, tool use, MCP, agents, caching, token counting, model migration.
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or opt
Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc',
Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, deci
Guidance for distinctive, intentional visual design when building new UI or reshaping an existing one. Helps with aesthetic direction, typography, and
A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.
Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users
Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, ca
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui
Review backend code for quality, security, maintainability, and best practices based on established checklist rules. Use when the user requests a revi
Refactor high-complexity React components in Langflow frontend. Use when manual complexity assessment shows complexity > 50 or lineCount > 300, when t
Review frontend code (.tsx, .ts, .js files) for quality, performance, and correctness against Langflow's frontend conventions. Supports pending-change
Guide for implementing Langflow frontend query and mutation patterns with Axios and TanStack React Query v5. Trigger when creating or updating API hoo
Write and review Playwright E2E tests for Langflow. Trigger when the user asks to write, fix, or review E2E tests, spec files, Playwright tests, or in
Review backend code for quality, security, maintainability, and best practices based on established checklist rules. Use when the user requests a revi
Review Dify frontend code for correctness, accessibility, component design, dify-ui usage, data/query boundaries, performance, and tests. Trigger for
Generate Vitest + React Testing Library tests for Dify frontend components, hooks, and utilities. Triggers on testing, spec files, coverage, Vitest, R
React/TypeScript component style guide. Use when writing, refactoring, or reviewing React components, especially around abstraction choices, props typ
Lightweight coding guardrails for making focused, simple, and verifiable changes in this repo. Use for all coding work.
Write, update, or review Dify end-to-end tests under `e2e/` that use Cucumber, Gherkin, and Playwright. Use when the task involves `.feature` files, `
How to create and maintain agent skills in .agents/skills/. Use when creating a new SKILL.md, writing skill descriptions, choosing frontmatter fields,
Backport a merged Next.js pull request from canary to a previous release branch such as next-16-2. Use when the user asks to backport, cherry-pick, or
Expert guidance for Next.js Cache Components and Partial Prerendering (PPR). **PROACTIVE ACTIVATION**: Use this skill automatically when working in N
Create Git branches, commits, pushes, and GitHub pull requests for Next.js. Use when the user asks to create a branch, commit current changes, open a
DCE-safe require() patterns and edge runtime constraints. Use when writing conditional require() calls, guarding Node-only imports (node:stream etc.),
Debug and verification workflow for runtime-bundle and module-resolution regressions. Use when diagnosing unexpected module inclusions, bundle size re
How to add or modify Next.js experimental feature flags end-to-end. Use when editing config-shared.ts, config-schema.ts, define-env-plugin.ts, next-se
Manage stacked branches and pull requests with the gh-stack GitHub CLI extension. Use when the user wants to create, push, rebase, sync, navigate, or
Write or audit an insight-kind error page for the Next.js dev overlay. Use when creating a new `errors/.mdx` page, auditing an existing one, or checki
Optimize a Next.js app that has `cacheComponents: true` — either the static shell on first paint, or the in-app navigation between routes. Picks the m
Verify Next.js runtime behavior after editing app code. Use this skill to confirm a change actually works in a running app — not just that it compiles
Maintain @next/rspack-core and @next/rspack-binding packages. Use when editing rspack/package.json, rspack/crates/binding/Cargo.toml, rspack/rust-tool
Triage CI failures and PR review comments using scripts/pr-status.js. Use when investigating failing CI jobs, flaky tests, or PR review feedback. Cove
React vendoring and react-server layer boundaries. Use when editing entry-base.ts, $$compiled.internal.d.ts, compiled/react* packages, or taskfile.js
How to write end-to-end tests using createRouterAct and LinkAccordion. Use when writing or modifying tests that need to control the timing of internal
This skill should be used when the user asks to "update documentation for my changes", "check docs for this PR", "what docs need updating", "sync docs
Produces API reference documentation for Next.js APIs: functions, components, file conventions, directives, and config options. **Auto-activation:**
Generates technical guides that teach real-world use cases through progressive examples. **Auto-activation:** User asks to write, create, or draft a
V8 JIT optimization patterns for writing high-performance JavaScript in Next.js server internals. Use when writing or reviewing hot-path code in app-r
Create form-based UI for your Command Palette extension using Adaptive Cards. Use when asked to add forms, user input fields, toggle switches, text in
Add a settings page to your Command Palette extension. Use when asked to add settings, preferences, configuration options, toggles, text inputs, dropd
Add fallback commands to your Command Palette extension for catch-all search behavior. Use when asked to add search functionality, query matching, dir
Add dock band support to your Command Palette extension for persistent toolbar widgets. Use when asked to add dock support, toolbar buttons, persisten
Guide for migrating PowerToys modules from WPF to WinUI 3 (Windows App SDK). Use when asked to migrate WPF code, convert WPF XAML to WinUI, replace Sy
Publish your Command Palette extension to the Microsoft Store or WinGet. Use when asked to publish, distribute, release, deploy to store, create MSIX
Toolkit for generating PowerToys release notes from GitHub milestone PRs or commit ranges. Use when asked to create release notes, summarize milestone
Ask which skill or flow fits your situation. A router over the user-invoked skills in this repo.
Shared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interface, find deepening opportunities, decide
Turn a loose idea into a sequenced map of investigation tickets, then drive them to resolution one at a time.
Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing
Build and sharpen a project's domain model. Use when the user wants to pin down domain terminology or a ubiquitous language, record an architectural d
Edit and improve articles by restructuring sections, improving clarity, and tightening prose. Use when user wants to edit, revise, or improve an artic
A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.
A relentless interview to sharpen a plan or design.
Interview the user relentlessly about a plan or design. Use when the user wants to stress-test a plan before building, or uses any 'grill' trigger phr
Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.
Implement a piece of work based on a PRD or set of issues.
Configure this repo for the engineering skills — set up its issue tracker, triage label vocabulary, and domain doc layout. Run once before first use o
Build a throwaway prototype to flesh out a design — a runnable terminal app for state/business-logic questions, or several radically different UI vari
Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes — Standards (does the code follow this repo's documented co
Use when you need to resolve an in-progress git merge/rebase conflict.
Teach the user a new skill or concept, within this workspace.
Test-driven development. Use when the user wants to build features or fix bugs test-first, mentions "red-green-refactor", or wants integration tests.
Turn the current conversation into a PRD and publish it to the project issue tracker — no interview, just synthesis of what you've already discussed.
Break a plan, spec, or PRD into independently-grabbable issues on the project issue tracker using tracer-bullet vertical slices.
Move issues and external PRs through a state machine of triage roles — categorise, verify, grill if needed, and write agent-ready briefs.
Take a markdown file of raw material and shape it into an article through a conversational session — drafting candidate openings, growing the piece pa
Shape an article as a journey of beats, choose-your-own-adventure style. The user picks a starting beat from the raw material, you write only that bea
Grilling session that mines the user for fragments — heterogeneous nuggets of writing (claims, vignettes, sharp sentences, half-thoughts) — and append
Reference for writing and editing skills well — the vocabulary and principles that make a skill predictable.
This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description",
Migrate prompts and code from Claude Sonnet 4.0, Sonnet 4.5, or Opus 4.1 to Opus 4.5. Use when the user wants to update their codebase, prompts, or AP
This skill should be used when the user asks to "create a slash command", "add a command", "write a custom command", "define command arguments", "use
This skill should be used when the user asks about "plugin settings", "store plugin configuration", "user-configurable plugin", ".local.md files", "pl
This skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", "
This skill should be used when the user asks to "create a hook", "add a PreToolUse/PostToolUse/Stop hook", "validate tool use", "implement prompt-base
This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up Model Context P
This skill should be used when the user asks to "create a hookify rule", "write a hook rule", "configure hookify", "add a hookify rule", or needs guid
This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description", "organiz
End-to-end Chrome security backport for an Electron release branch. Given a Chrome Releases blog URL and a branch (e.g. 41-x-y), determines which CVE
Given a Chrome Releases blog post URL (chromereleases.googleblog.com), extract every CVE/bug and find the underlying Gerrit CL that fixed it by search
Guide for performing Chromium version upgrades in the Electron project. Use when working on the roller/chromium/main branch to fix patch conflicts dur
Guide for performing Node.js version upgrades in the Electron project. Use when working on the roller/node/main branch to fix patch conflicts during `
Manages shadcn components and projects — adding, searching, fixing, debugging, styling, and composing UI. Provides project context, component docs, an
Academic research assistant for literature reviews, paper analysis, and scholarly writing. Use when: reviewing academic papers, conducting literature
Reviews code for security vulnerabilities, performance issues, and best practices. Use when reviewing code, performing security audits, checking for c
Writes marketing copy for landing pages, emails, and social media posts. Use when creating promotional content, sales copy, or brand messaging.
Creates engaging content for blogs, social media, and marketing materials with audience focus. Use when: writing blog posts, creating social media con
SQL, pandas, and statistical analysis expertise for data exploration and insights. Use when: analyzing data, writing SQL queries, using pandas, perfor
Structured decision-making frameworks for evaluating options and making informed choices. Use when: making decisions, evaluating options, weighing tra
Comprehensive research assistant that synthesizes information from multiple sources with citations. Use when: conducting in-depth research, gathering
Systematic debugging and root cause analysis for identifying and fixing software issues. Use when: debugging errors, troubleshooting bugs, investigati
Professional editing and proofreading for clarity, grammar, style, and readability improvements. Use when: editing text, proofreading documents, impro
Professional email composition for business communication across various contexts. Use when: writing emails, drafting professional messages, composing
Systematic fact verification and misinformation identification using evidence-based analysis. Use when: verifying claims, checking facts, identifying
Modern web development expertise covering React, Node.js, databases, and full-stack architecture. Use when: building web applications, developing APIs
Structured meeting summaries with action items, decisions, and key discussion points. Use when: taking meeting notes, summarizing discussions, trackin
Breaks down complex projects into actionable tasks with timelines, dependencies, and milestones. Use when: planning projects, creating task breakdowns
Senior Python developer expertise for writing clean, efficient, and well-documented code. Use when: writing Python code, optimizing Python scripts, re
Agile sprint planning with story estimation, capacity planning, and sprint goal setting. Use when: planning sprints, estimating stories, defining spri
High-level strategic thinking and business decision guidance for planning and direction-setting. Use when: making strategic decisions, evaluating busi
Creates clear documentation, API references, guides, and technical content for developers and users. Use when: writing documentation, creating README
Expert UX design assistance for user research, wireframing, prototyping, and design strategy. Use when: creating wireframes, conducting user research,
Chart selection and data visualization guidance for effective data communication. Use when: creating visualizations, choosing chart types, designing d
Add a community extension to the Spec Kit catalog from a GitHub issue submission. USE FOR: processing extension submission issues, validating catalog
Auto-review pipeline — reads the full CEO, design, eng, and DX review skills from disk and runs them sequentially with auto-decisions using 6 decision
Cross-model benchmark for gstack skills. (gstack)
Performance regression detection using the browse daemon. (gstack)
Fast headless browser for QA testing and site dogfooding. (gstack)
Safety guardrails for destructive commands. (gstack)
Post-deploy canary monitoring. (gstack)
CEO/founder-mode plan review. (gstack)
Save working context. (gstack)
OpenAI Codex CLI wrapper — three modes. (gstack)
Restore working context saved earlier by /context-save. (gstack)
Chief Security Officer mode. (gstack)
Design finalization: generates production-quality Pretext-native HTML/CSS. (gstack)
Live developer experience audit. (gstack)
Design consultation: understands your product, researches the landscape, proposes a complete design system (aesthetic, typography, color, layout, spac
Designer's eye QA: finds visual inconsistency, spacing issues, hierarchy problems, AI slop patterns, and slow interactions — then fixes them. (gstack)
Design shotgun: generate multiple AI design variants, open a comparison board, collect structured feedback, and iterate. (gstack)
Designer's eye plan review — interactive, like CEO and Eng review. (gstack)
Turn an English description (or mermaid source) into a diagram triplet: the source, an editable .excalidraw file you can open (gstack)
Post-ship documentation update. (gstack)
Generate missing documentation from scratch for a feature, module, or entire project. (gstack)
Eng manager-mode plan review. (gstack)
Restrict file edits to a specific directory for the session. (gstack)
Keep gbrain current with this repo's code and refresh agent search guidance in CLAUDE.md. Wraps the gstack-gbrain-sync orchestrator with state (gstack
Set up gbrain for this coding agent: install the CLI, initialize a local PGLite or Supabase brain, register MCP, capture per-remote trust policy. (gst
Upgrade gstack to the latest version.
Use when asked to brainstorm, evaluate whether an idea is worth building, run office hours, or think through a new product idea or design direction be
Use when asked to debug, fix a bug, investigate an error, or do root cause analysis, and when users report errors, stack traces, unexpected behavior,
Weekly engineering retrospective. Analyzes commit history, work patterns, and code quality metrics with persistent history and trend tracking. Team-aw
Use when asked to review a plan, challenge a proposal, run a CEO review, poke holes in an approach, think bigger about scope, or decide whether to exp
Full safety mode: destructive command warnings + directory-scoped edits. (gstack)
Scrape the Hacker News front page (titles, points, comment counts).
Code quality dashboard. (gstack)
Systematic debugging with root cause investigation. (gstack)
Autonomous iOS bug fixer. (gstack)
Remove the DebugBridge SPM package and all #if DEBUG wiring from an iOS app. (gstack)
Regenerate the iOS debug bridge against the latest upstream gstack templates. (gstack)
Visual design audit for iOS apps on real hardware. (gstack)
Live-device iOS QA for SwiftUI apps. (gstack)
Read-only queue dashboard for workspace-aware ship. (gstack)
Land and deploy workflow. (gstack)
Manage project learnings.
Turn any markdown file into a publication-quality PDF. (gstack)
YC Office Hours — two modes. (gstack)
Launch GStack Browser — AI-controlled Chromium with the sidebar extension baked in.
Pair a remote AI agent with your browser. (gstack)
Self-tuning question sensitivity + developer psychographic for gstack (v1: observational). (gstack)
Interactive developer experience plan review. (gstack)
Systematically QA test a web application and fix bugs found. (gstack)
Report-only QA testing. (gstack)
Weekly engineering retrospective. (gstack)
Pre-landing PR review. (gstack)
Pull data from a web page. (gstack)
Import cookies from your real Chromium browser into the headless browse session. (gstack)
Configure deployment settings for /land-and-deploy.
Ship workflow: detect + merge base branch, run tests, review diff, bump VERSION, update CHANGELOG, commit, push, create PR. (gstack)
Codify the most recent successful /scrape flow into a permanent browser-skill on disk. (gstack)
Turn vague intent into a precise, executable spec in five phases. (gstack)
Clear the freeze boundary set by /freeze, allowing edits to all directories again. (gstack)
Format all code in the repository. Run before opening a PR or committing changes.
Triage a Deno GitHub issue — reproduce bugs, classify, label, and comment with findings. Use when asked to triage an issue or when an issue number/URL
Lint all code (Rust + JS/TS). Use before opening a PR when Rust code was changed.
Lint JS/TS code only. Use before opening a PR when only JavaScript or TypeScript files were changed (no Rust).
Run a Node.js compatibility test, diagnose failures, and either fix the implementation, skip, or ignore the test. Use when asked to work on node compa
Review a Deno runtime pull request for correctness, tests, security, and conventions. Use when asked to review a PR or when a PR number/URL is provide
Maintain the Awesome Mac repository when adding, updating, or relocating app entries across README.md, README-zh.md, README-ja.md, and README-ko.md. U
Main Agents: Do NOT use this skill directly. If you need to test the TUI, invoke the `tui_tester` subagent. Drive terminal UI (TUI) applications progr
Use when the user asks questions, seeks help, or requests instructions related to installing, setting up, or migrating to Antigravity CLI. This skill
Trigger this skill when the user wants to start an asynchronous PR review, run background checks on a PR, or check the status of a previously started
Guidance for creating, running, fixing, and promoting behavioral evaluations. Use when verifying agent decision logic, debugging failures, debugging p
A specialized skill for Gemini CLI that provides high-performance, fail-fast monitoring of GitHub Actions workflows and automated local verification o
Use this skill to review code. It supports both local changes (staged or working tree) and remote Pull Requests (by ID or URL). It focuses on correctn
Expertise in auditing and fixing repository scripts and GitHub Actions workflows to ensure technical robustness and security.
Always use this skill when the task involves writing, reviewing, or editing files in the `/docs` directory or any `.md` files in the repository.
Generates and formats changelog files for a new release based on provided version and raw changelog data.
Use this skill when asked to create a GitHub issue. It handles different issue types (bug, feature, etc.) using repository templates and ensures prope
A friendly greeter skill
Expertise in analyzing time-series repository health metrics, investigating root causes, and proposing proactive workflow improvements.
Expertise in maintaining persistent bot memory, synchronizing with previous sessions via the Task Ledger, and preserving decision logs.
Use this skill when asked to create a pull request (PR). It ensures all PRs follow the repository's established templates and standards.
Use this skill if the user asks you to help them address GitHub PR comments for their current branch of the Gemini CLI. Requires `gh` CLI tool.
Expertise in managing the Git and GitHub Pull Request lifecycle, including staging changes, generating PR descriptions, and branch management.
Use this skill during code reviews to proactively investigate the codebase for duplicated functionality, reinvented wheels, or failure to reuse existi
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Gemini
Use this skill when asked to review text and user-facing strings within the codebase. It ensures that these strings follow rules on clarity, usefulnes
Expert guidance for testing Gemini CLI behavior and visual output using terminal automation.
Use when reviewing PRs that touch packages/dev-tools/, packages/common/posthog-client.ts, or packages/common/feature-flags.tsx. Covers environment gua
Error display and troubleshooting pattern for Supabase Studio. Use when rendering API errors in the UI, adding inline troubleshooting steps for a new
Safely execute SQL queries against a user database without risking SQL injection or other security vulnerabilities.
Testing strategy for Supabase Studio. Use when writing tests, deciding what type of test to write, extracting logic from components into testable util
Component tests for Supabase Studio that mock API requests at the network layer with MSW. Use when writing or reviewing a component test that exercise
Design system UI patterns for Supabase Studio. Use when building or updating pages, forms, tables, charts, empty states, navigation, cards, alerts, or
Write and run Playwright E2E tests for Supabase Studio. Use when asked to run e2e tests, write new E2E tests, or debug flaky tests. Covers running com
React Query conventions for data fetching in Supabase Studio. Use when writing or reviewing query hooks, mutation hooks, or query keys in apps/studio/
React and TypeScript best practices for Supabase Studio. Use when writing or reviewing Studio components — covers boolean naming, component structure,
PostHog event tracking standards for Supabase Studio. Use when reviewing PRs for telemetry compliance or implementing new event tracking. Covers event
React composition patterns that scale. Use when refactoring components with boolean prop proliferation, building flexible component libraries, or desi
Add unsigned integer (uint) type support to PyTorch operators by updating AT_DISPATCH macros. Use when adding support for uint16, uint32, uint64 types
Debug AOTInductor (AOTI) errors and crashes. Use when encountering AOTI segfaults, device mismatch errors, constant loading failures, or runtime error
Convert PyTorch AT_DISPATCH macros to AT_DISPATCH_V2 format in ATen C++ code. Use when porting AT_DISPATCH_ALL_TYPES_AND*, AT_DISPATCH_FLOATING_TYPES*
Sub-triages issues in the oncall:distributed queue by assigning distributed module labels, routing to sub-oncalls, and marking triaged. Use when an is
Write docstrings for PyTorch functions and methods following PyTorch conventions. Use when writing or updating docstrings in PyTorch code.
Fix bugs reported in PyTorch GitHub issues by reproducing, root-causing, and implementing a fix in the local working tree. Use when the user asks to f
Debug PyTorch 2 compiler stack failures including Dynamo graph breaks, Inductor codegen errors, AOTAutograd crashes, and accuracy mismatches. Use when
Write Metal/MPS kernels for PyTorch operators. Use when adding MPS device support to operators, implementing Metal shaders, or porting CUDA kernels to
Review PyTorch pull requests for code quality, test coverage, security, and backward compatibility. Use when reviewing PRs, when asked to review code
Migrate a file to use stricter Pyrefly type checking with annotations required for all functions, classes, and attributes.
Fetch, analyze, reproduce, and minimize GitHub issue reproductions. Use when asked to check if an issue reproduces, minimize a repro, analyze a bug re
Guide users through creating Agent Skills for Claude Code. Use when the user wants to create, write, author, or design a new Skill, or needs help with
Triages GitHub issues by routing to oncall teams, applying labels, and closing questions. Use when processing new PyTorch issues or when asked to tria
Comprehensive writing guide for Angular documentation (adev). Covers Google Technical Writing standards, Angular-specific markdown extensions, code bl
Generates Angular code and provides architectural guidance. Trigger when creating projects, components, or services, or for best practices on reactivi
Creates a new Angular app using the Angular CLI. This skill should be used whenever a user wants to create a new Angular application and contains impo
Guidelines and tools for reviewing pull requests in the Angular repository.
Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact
Controls a local browser from a sandboxed remote machine. Use when the agent is running in a sandbox (no GUI) and needs to navigate websites, interact
Documentation reference for using Browser Use Cloud — the hosted API and SDK for browser automation. Use this skill whenever the user needs help with
Documentation reference for writing Python code using the browser-use open-source library. Use this skill whenever the user needs help with Agent, Bro
Set up Browser Use Cloud payments with x402 — pay per request from a crypto wallet (USDC on Base mainnet), no signup or API key. Two setups it works o
FastAPI best practices and conventions. Use when working with FastAPI APIs and Pydantic models for them. Keeps FastAPI code clean and up to date with
Chooses the right Material UI styling approach (sx, styled, theme overrides, global CSS) from official MUI guidance. Use when styling @mui/material co
Guides Material UI theming and design tokens (createTheme, ThemeProvider, palette, colorSchemes, cssVariables, theme.vars, dark mode, TypeScript augme
Integrates Material UI with Next.js App and Pages routers using @mui/material-nextjs, Emotion cache providers, next/font, CSS layers with Tailwind/CSS
Integrates Material UI with Tailwind CSS v4 using cascade layers (enableCssLayer, @layer order) and documents Tailwind v3 interoperability (preflight,
Customize Ant Design theme using Design Tokens and ConfigProvider. Use when adjusting visual styles, colors, spacing, or other theme properties in an
Create pull requests for ant-design using the repository's official PR templates. Use this skill when the user asks to create/open a PR, draft PR titl
ant-design 仓库的版本发布工作流。在用户提到发版、准备 release PR、升级发布版本号、执行正式 npm publish、或处理 release 分支与发布校验时使用。它不负责收集或生成 changelog；涉及 changelog 收集、整理、改写时应使用 changelog-co
审查 ant-design 测试用例是否值得保留。在用户要求验证测试 case、review 测试质量、判断测试是否合理、是否“用 A 证明 A”、是否重复、是否锁定实现细节，或决定测试应删除、保留还是改写时使用。
Migrate between Ant Design major versions. Use when upgrading from antd v4 to v5 or addressing breaking changes in component APIs.
Help maintainers reply to Ant Design GitHub issues following official guidelines. Use this skill when the user asks to handle issues, reply to issues,
Generate a single-line commit message for ant-design by reading the project's git staged area and recent commit style. Use when the user asks for a co
Look up Ant Design React component documentation, props, and usage examples. Use when working with Ant Design (antd) components and needing API detail
收集 ant-design 两个版本之间的 PR 信息并整理 changelog 草稿，更新到 CHANGELOG.zh-CN.md 和 CHANGELOG.en-US.md 时使用。适用于收集 changelog、生成 changelog、更新 changelog、版本对比等场景。
Comprehensive design skill: brand identity, design tokens, UI styling, logo generation (55 styles, Gemini AI), corporate identity program (50 delivera
Create strategic HTML presentations with Chart.js, design tokens, responsive layouts, copywriting formulas, and contextual slide strategies.
Design banners for social media, ads, website heroes, creative assets, and print. Multiple art direction options with AI-generated visuals. Actions: d
Create beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind), Tailwind CSS utility-first styling, and canvas-
Token architecture, component specifications, and slide generation. Three-layer tokens (primitive→semantic→component), CSS variables, spacing/typograp
Brand voice, visual identity, messaging frameworks, asset management, brand consistency. Activate for branded content, tone of voice, marketing assets
UI/UX design intelligence for web and mobile. Includes 50+ styles, 161 color palettes, 57 font pairings, 161 product types, 99 UX guidelines, and 25 c
Implements JavaScript classes in C++ using JavaScriptCore. Use when creating new JS classes with C++ bindings, prototypes, or constructors.
Creates JavaScript classes using Bun's Zig bindings generator (.classes.ts). Use when implementing new JS APIs in Zig with JSC integration.
JSC GC reference for Bun. Use for use-after-free, JS object leaks, "collected too early", or when touching WriteBarrier, visitChildren, visitAdditiona
Find the top-N slowest test files in CI from a recent BuildKite run, optionally posting the results to a Slack channel as a formatted table. Use when
Guides writing bundler tests using itBundled/expectBundled in test/bundler/. Use when creating or modifying bundler, transpiler, or code transformatio
Guides writing HMR/Dev Server tests in test/bake/. Use when creating or modifying dev server, hot reloading, or bundling tests.
Guides using bun.sys for system calls and file I/O in Zig. Use when implementing file operations instead of std.fs or std.posix.
Babysit a GitHub pull request after creation by continuously polling review comments, CI checks/workflow runs, and mergeability state until the PR is
Breaking changes
Change size guidance (800 lines)
Test authoring guidance
Run a final code review on a pull request
Update the title and body of one or more pull requests.
Run a GitHub issue digest for openai/codex by feature-area labels, all areas, and configurable time windows. Use when asked to summarize recent Codex
Model visible context
Diagnose GitHub bug reports in openai/codex. Use when given a GitHub issue URL from openai/codex and asked to decide next steps such as verifying agai
Create and scaffold plugin directories for Codex with a required `.codex-plugin/plugin.json`, optional plugin folders/files, valid manifest defaults,
Generate or edit raster images when the task benefits from AI-created bitmap visuals such as photos, illustrations, textures, sprites, mockups, or tra
Use when the user asks how to build with OpenAI products or APIs, asks about Codex itself or choosing Codex surfaces, needs up-to-date official docume
Choose Rust types for operating system paths across the Codex repository. Use when defining new path-bearing types or explicitly migrating existing on
Pushing GitHub Actions changes, resolving push rejection, requesting upload exceptions.
How to run tests using remote executor.
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Codex'
Guide for testing Codex TUI interactively
Update Codex's pinned `v8` / `rusty_v8` versions, validate the release-candidate path, and investigate failed V8 canary or artifact builds. Use when a
DevOps workflows for Playwright - CI failure analysis, workflow debugging, and release operations.
Inspect Playwright trace files from the command line — list actions, view requests, console, errors, snapshots and screenshots.
Automate browser interactions, test web pages and work with Playwright tests.
Explains how to develop Playwright - add APIs, MCP tools, CLI commands, and vendor dependencies.
Triggers a canary release for a Storybook PR. Use when the user wants to publish a canary version, create a pre-release, or test a PR via npm.
Review, improve, rewrite, author, or plan Storybook documentation in /docs. Use this when asked to review docs, improve a page, rewrite documentation,
Checks out a PR (including fork PRs), fixes all linting and TypeScript errors, then pushes the changes back. Use when asked to fix lint, types, or TS
Label GitHub issues and PRs found during QA testing. Use when organizing QA findings with proper labels.
Write the changelog entry for a new minor or major Storybook release. Use when preparing a CHANGELOG.md entry for a X.Y.0 version.
Creates a pull request following Storybook conventions. Use when creating PRs, opening pull requests, or submitting changes for review.
Upgrade Storybook to a specific version (canary or release). Use this when upgrading Storybook packages in an external app, reproduction, or test proj
Reviews GitHub pull requests and provides feedback comments. This is the top skill to use for reviewing Pull Requests from GitHub.
Everything you need to know to build, test and review Home Assistant Integrations. If you're looking at an integration, you must use this as your prim
Reviews code changes and provides constructive feedback. Should be used when a review is requested to provide a consistent review behavior and output
Investigate performance regressions and find opportunities for optimization
Write clear, developer-first copy for Zed — leading with facts, grounded in craft.
Cherry-pick one or more merged PRs and/or commits into Zed's `preview` or `stable` release branch. Use this whenever the user mentions cherry-picking
Helps you create new agent skills for Zed. Use this to create a skill, ask about SKILLs.md, or package reusable agent instructions.
Use when writing, debugging, or reproducing GPUI tests in Zed, including gpui::test arguments, TestAppContext parameters, scheduler seeds, ITERATIONS/
Remove signs of AI-generated writing from text. Use after drafting to make copy sound more natural and human-written. Based on Wikipedia's "Signs of A
Go naming conventions and best practices. Use this skill when working with Go code and need to name packages, files, directories, structs, interfaces,
Watch a pull request or review cycle until it is ready to merge. Use when asked to babysit, monitor, or keep checking PR comments, reviews, and CI unt
Automated semantic versioning and release workflow for Claude Code plugins. Handles version increments across package.json, marketplace.json, plugin.j
Audit a design against Dieter Rams' ten "Good design is..." principles, then hand off a /make-plan prompt for one of three outcomes — new design, refi
Execute a phased implementation plan using subagents. Use when asked to execute, run, or carry out a plan — especially one created by make-plan.
Explain how claude-mem captures observations, when memory injection kicks in, and where data lives. Use when the user asks "how does claude-mem work?"
Build and query AI-powered knowledge bases from claude-mem observations. Use when users want to create focused "brains" from their observation history
Prime a codebase by reading every source file in full. Use when starting work on a new or unfamiliar project, or when the user asks to "learn the code
Create a detailed, phased implementation plan with documentation discovery. Use when asked to plan a feature, task, or multi-step implementation — esp
Search claude-mem's persistent cross-session memory database. Use when user asks "did we already solve this?", "how did we do X last time?", or needs
Cluster a GitHub issue backlog by root cause into a small set of plan-master issues, redirect children with a standardized comment, and bundle archite
Token-optimized structural code search using tree-sitter AST parsing. Use instead of reading full files when you need to understand code structure, fi
Facilitate a read-only standup across git worktrees, branches, or PRs to compare changes and produce one consolidation plan.
Generate a "Journey Into [Project]" narrative report analyzing a project's entire development history from claude-mem's timeline. Use when asked for a
Generate a serial week-by-week narrative digest of a project's full claude-mem timeline. Splits the timeline into per-ISO-week files, then runs one co
Turn one document into a kawaii NotebookLM slide-deck PDF. Use for "wowerpoint this", "make a deck about ", "turn this report into slides", or any req
Use this skill whenever the user wants text extracted from images, photos, scans, screenshots, or scanned PDFs. Returns exact machine-readable strings
Use this skill to extract structured Markdown/JSON from PDFs and document images—tables with cell-level precision, formulas as LaTeX, figures, seals,
Codacy Cloud workflow for this repository -- run Codacy's analyzers locally before `git push` (mirrors what Codacy CI runs), and fetch/cluster Codacy
Triage Coverity Scan defects (https://scan.coverity.com) for this project — fetch defect lists, fetch per-defect details, and apply triage decisions (
Triage GitHub Code Scanning alerts (CodeQL with security-extended suite) for this repository — list open alerts, dismiss as false positive / won't fix
Netdata integrations pipeline reference. Use when editing metadata.yaml or taxonomy.yaml; modifying integrations generators, schemas, taxonomy registr
Authoritative reference for how docs in this repo (and 5 other Netdata-org repos) become published pages on `learn.netdata.cloud`. Covers the `/docs/.
Use only when the user explicitly asks to build, run, preview, inspect, or validate learn.netdata.cloud locally using the contents of a PR or document
Maintains a local mirror of Netdata-org source repositories at `${NETDATA_REPOS_DIR}` so AI assistants and developers can do cross-repo grep / code re
Query Netdata Agents (parents and children) directly via their HTTP API on port 19999. Includes a bearer-token helper that mints, caches, and transpar
Query Netdata Cloud via its REST API -- metrics, logs (systemd-journal / windows-events / otel-logs), topology graphs (topology:snmp), network flows (
Address pull-request comments and reviews iteratively until the PR is clean — fetch all comments with paranoid pagination, classify by author (AI bot
Best practices and orientation for AI assistants authoring or modifying Netdata data-collection plugins or modules in any language. Read before adding
Use when editing Netdata SNMP trap profile YAMLs, trap profile metric rules, the trap profile-format documentation, the snmp-trap-profile-gen Go helpe
Developer workflow for creating or updating Netdata topology producers and topology Function payloads using the production netdata.topology.v1 schema.
Use when editing Netdata SNMP profile YAMLs, topology SNMP profiles, ddsnmp profile parsing, or profile-format documentation. Requires checking source
Use when creating or migrating a Go go.d collector to framework V2, touching CollectorV2, metrix.CollectorStore, ChartTemplateYAML/charts.yaml, chartt
Query SNMP trap logs through Netdata Cloud or directly from a Netdata Agent. Use when the user asks about SNMP traps, trap journal entries, trap sever
Bug-investigation tool for the Netdata agent-events ingestion namespace -- triage crashes, panics, fatals across the fleet by downloading events of in
Triage SonarCloud findings (issues, hotspots, code smells, vulnerabilities) for this project — search what's open, mark False Positive / Won't Fix / C
Add server-side environment variables that control default values for user settings.
Add documentation for a new AI provider — usage docs, env vars, Docker config, image resources.
Build or extend LobeHub Agent Signal pipelines. Use for signal sources, signal/action types, policies, middleware, workflow handoff, dedupe, scope beh
Agent runtime lifecycle hooks. Use for before/after tool or step hooks, tool mocks, human intervention, sub-agent calls, context compression, evals, t
Agentic end-to-end testing for LobeHub: backend verification via the CLI, frontend verification via agent-browser (Electron), full-stack verification
Agent tracing CLI for execution snapshots. Use for agent-tracing, traces, snapshots, LLM call inspection, context engine data, agent step analysis, or
Audit .agents/skills SKILL.md files. Use for recurring checks of duplicate, overlapping, stale, inconsistent, or broken skills and merge/delete candid
Backfill and maintain model-bank metadata (knowledgeCutoff, family, generation). Use when adding models, fixing cutoff/family data, running a metadata
Build LobeHub builtin tool packages. Use when adding agent-callable tools, manifests, executors, runtimes, inspectors, renders, placeholders, streamin
Build multi-platform chat bots with the chat SDK. Use for Slack, Teams, Google Chat, Discord, GitHub, Linear bots, webhooks, mentions, slash commands,
LobeHub CLI (@lobehub/cli) development guide — commands, subcommands, architecture.
Use for Drizzle migrations: schema/table/column changes, migration generation or regeneration, sequence conflicts after rebase, idempotent SQL review,
LobeHub data-fetching pipeline guide. Use for service layer, Zustand store, SWR, lambdaClient, useClientDataSWR, useFetchXxx hooks, or migrating useEf
LobeHub debug package and log namespace guide. Use when adding debug() logging, choosing lobe-* namespaces, troubleshooting DEBUG output, localStorage
Electron desktop development guide — IPC handlers, controllers, preload scripts, window/menu management.
Write website changelog pages under docs/changelog/*.mdx. Use for EN/ZH product update posts, changelog posts, update-log copy, or docs changelog edit
LobeHub Drizzle ORM schema and query style. Use for pgTable schemas, indexes, joins, inferred types, db.select/db.query, schema fields, foreign keys,
Add or edit LobeHub keyboard shortcuts. Use for HotkeyEnum, HOTKEYS_REGISTRATION, combineKeys, useHotkeyById, tooltip hotkeys, shortcut scope, conflic
Linear issue management. Use for LOBE-xxx issues, Linear links, PRs referencing Linear, retrieving issues, updating status, completion comments, or su
UI copy and microcopy guidelines. Use for user-facing copy, buttons, errors, empty states, onboarding, i18n wording, translation, or copy improvements
LobeHub imperative modal conventions. Use when creating or migrating modals, dialogs, popups, confirm flows, ModalHost wiring, createModal, confirmMod
LobeHub open-source monorepo architecture map. Use when locating code layers, understanding apps/packages/src layout, business stubs, project structur
Create a PR for the current branch (targets `canary` by default), including splitting one cross-layer branch into ordered stacked PRs so a lower layer
LobeHub Upstash Workflow and QStash guide. Use for async workflows, process/paginate/execute fan-out, serve handlers, context.run/call/sleep, or workf
LobeHub React component conventions. Use when editing TSX UI, choosing base-ui vs @lobehub/ui vs antd, styling with antd-style, routing, desktop varia
OpenResponses API compliance testing. Use for Response API endpoint tests, compliance runs, schema debugging, response api test, or openresponses test
LobeHub code review checklist. Use when reviewing a PR, diff, or branch for console leftovers, return await, secrets, i18n, desktop router drift, UI i
LobeHub SPA route architecture. Use when editing src/routes, src/features delegation, desktop/mobile/popup router configs, .desktop variants, route se
LobeHub Zustand store data-shape patterns. Use when designing store state, list/detail splits, normalized maps, reducers, messagesMap, topicsMap, or c
Vitest testing guide. Use when writing or updating tests, fixing failing tests, improving coverage, debugging test issues, or setting up mocks.
TRPC router development guide. Use when creating or modifying apps/server/src/routers, adding procedures, or implementing server-side API endpoints.
LobeHub TypeScript style and type-safety guide. Use when editing TS/TSX/MTS, fixing types, choosing interface vs type, avoiding any/object, import typ
LobeHub product design values / principles / checklists. Load this skill whenever the work touches user-interface features or implementation — designi
Version release workflow — release process and GitHub Release notes (not docs/changelog pages).
LobeHub Zustand store conventions. Use when editing src/store, store slices, public/internal actions, dispatch actions, flattenActions, optimistic upd
LobeHub i18n with react-i18next. Use for user-facing strings, locale keys, namespaces, useTranslation, t(), interpolation, zh-CN/en-US previews, hardc
This skill should be used when the user asks to "test a cross-repo feature", "deploy a feature branch to staging", "test SDK against OH Cloud", "e2e t
This skill should be used when the user asks to "generate release notes", "list upcoming release PRs", "summarize upcoming release", "/upcoming-releas
This skill should be used when the user asks to "update SDK", "bump SDK version", "pin SDK to a commit", "test unreleased SDK", "update agent-server i
Decision guide for delegating to caveman-style subagents. Tells the main thread WHEN to spawn `cavecrew-investigator` (locate code), `cavecrew-builder
Ultra-compressed code review comments. Cuts noise from PR feedback while preserving the actionable signal. Each comment is one line: location, problem
Show real token usage and estimated savings for the current session. Reads directly from the Claude Code session log — no AI estimation. Triggers on /
Ultra-compressed communication mode. Cuts token usage ~75% by speaking like caveman while keeping full technical accuracy. Supports intensity levels:
Ultra-compressed commit message generator. Cuts noise from commit messages while preserving intent and reasoning. Conventional Commits format. Subject
Compress natural language memory files (CLAUDE.md, todos, preferences) into caveman format to save input tokens. Preserves all technical substance, co
Quick-reference card for all caveman modes, skills, and commands. One-shot display, not a persistent mode. Trigger: /caveman-help, "caveman help", "wh
Advanced RuView capabilities — RuvSense multistatic sensing (attention-weighted fusion, geometric diversity, persistent field model), cross-viewpoint
Explore and prototype rvAgent + RVF integration for RuView agentic flows. Use when working on cross-cog coordination, operator-facing agents reading B
Run the ADR-151 per-room calibration pipeline — baseline → enroll → extract → train → a bank of small specialists (presence/posture/breathing/heartbea
Configure RuView — ESP32 sdkconfig variants, NVS provisioning, WiFi channel / MAC filter overrides (ADR-060), edge intelligence modules (ADR-041), sen
Set up and run RuView mmWave / FMCW radar sensing — ESP32-C6 + Seeed MR60BHA2 (60 GHz, heart rate / breathing rate / presence) and HLK-LD2410 (24 GHz,
Zero-to-sensing path picker for RuView (WiFi-DensePose) — pick docker-demo, repo-build, or live-esp32 and run the next concrete step.
Build, flash, and provision an ESP32-S3/C6 CSI node for RuView — firmware variant choice, ESP-IDF Windows-subprocess flow, NVS/WiFi/channel/MAC-filter
Verify a RuView build — full Rust workspace tests, the deterministic Python pipeline proof (SHA-256 Trust Kill Switch), firmware hash manifest, and th
Onboarding and first-run for RuView (WiFi-DensePose) — Docker demo with simulated data, repo build, and the fastest path to a live sensing dashboard.
Use the RuView `wifi-densepose` CLI binary (incl. MAT scan/status/zones/survivors/alerts/export subcommands), the REST API (`wifi-densepose-api`, Axum
ESP32-S3 / ESP32-C6 firmware build, flash, WiFi provisioning, and serial monitoring for RuView CSI sensing nodes. Use when setting up physical hardwar
Run RuView sensing applications — presence/occupancy, breathing & heart rate, activity & fall detection, 17-keypoint pose estimation (WiFlow), sleep m
Train RuView models — camera-free WiFlow pose (10 sensor signals, no labels), camera-supervised pose (MediaPipe + ESP32 CSI → 92.9% PCK@20, ADR-079),
Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organization. Use when you need t
Train/evaluate WiFi pose models honestly — camera-supervised (MediaPipe + CSI) and camera-free (WiFlow), always checked against the mean-pose baseline
Prove a RuView result is real — run the deterministic SHA-256 proof and the witness bundle (ADR-028), and lint any claim for MEASURED-vs-CLAIMED hones
Bootstrap a new realtime eval folder inside this cookbook repo by choosing the right harness from examples/evals/realtime_evals, scaffolding prompt/to
Use when reviewing component libraries, page flows, or CI pipelines that need repeatable accessibility checks. Automated testing is strongest at catch
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Use semantic table markup for screen readers. Check nat
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Ensure accesskey values are unique. Check native semant
Use when reviewing templates, rendered HTML, or shared components related to Make accordions keyboard navigable. Validate the final browser-facing mar
Use when reviewing templates, rendered HTML, or shared components related to Create accessible tooltips. Validate the final browser-facing markup, not
Use when reviewing sign-in, sign-up, MFA, CAPTCHA, recovery, and re-auth flows. Evaluate the full authentication path, including error handling and ba
Use when reviewing templates, rendered HTML, or shared components related to Make notifications accessible. Validate the final browser-facing markup,
Use when auditing metadata, crawlability, structured data, or indexability related to Create a dedicated About page. Verify the rendered HTML and HTTP
Use when auditing metadata, crawlability, structured data, or indexability related to Provide clear affiliate disclosures. Verify the rendered HTML an
Use when auditing metadata, crawlability, structured data, or indexability related to Audit and refine AI-generated content. Verify the rendered HTML
Use when auditing metadata, crawlability, structured data, or indexability related to Audit all noindex pages. Verify the rendered HTML and HTTP respo
Use when reviewing image assets, markup, and CDN or build transforms related to Provide meaningful alt text for images. Check encoded size, rendered s
Use when reviewing stylesheets, component styles, and responsive behavior related to Use transform and opacity for animations. Check the rendered layo
Use when auditing slow page loads, heavy assets, or rendering delays related to Convert animated GIFs to video. Verify the actual bottleneck in DevToo
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Provide instant anchor scroll option. Check native sema
Use when auditing metadata, crawlability, structured data, or indexability related to Use descriptive anchor text. Verify the rendered HTML and HTTP r
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Provide accessible names for all interactive elements.
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Use valid values for ARIA attributes. Check native sema
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Ensure ARIA attributes are valid. Check native semantic
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Use only allowed ARIA attributes for each role. Check n
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Use valid ARIA role values. Check native semantics firs
Use when auditing metadata, crawlability, structured data, or indexability related to Optimize article link density. Verify the rendered HTML and HTTP
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Include required ARIA attributes for roles. Check nativ
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Remove focusable elements from aria-hidden containers.
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Announce dynamic content with ARIA live regions. Check
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Provide accessible names for ARIA command elements. Che
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Ensure ARIA roles are contained by required parent role
Use when applies to custom ARIA widgets using composite roles: tablist, list, listbox, menu, menubar, tree, treegrid, grid, rowgroup, row, radiogroup.
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Avoid using deprecated ARIA roles. Check native semanti
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Provide accessible names for progress bars. Check nativ
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Do not use aria-hidden on the document body. Check nati
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Avoid focusable descendants in role='text' elements. Ch
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Provide accessible names for meter elements. Check nati
Use when applies to custom tree widgets built with role='tree', role='treeitem', and role='group'. Common in file explorers, nested navigation menus,
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Provide accessible names for toggle fields. Check nativ
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Provide accessible names for tooltips. Check native sem
Use when auditing metadata, crawlability, structured data, or indexability related to Implement valid Article structured data. Verify the rendered HTM
Use when applies to all `` (except type=hidden), ``, ``, and custom form widgets using role=textbox, role=combobox, role=spinbutton, role=searchbox, o
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Ensure dialogs have an accessible name. Check native se
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Avoid autoplaying media. Check native semantics first,
Use when auditing metadata, crawlability, structured data, or indexability related to Display clear author bylines. Verify the rendered HTML and HTTP
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Avoid autofocus on form fields. Check native semantics
Use when auditing metadata, crawlability, structured data, or indexability related to Highlight author credentials and expertise. Verify the rendered
Use when auditing metadata, crawlability, structured data, or indexability related to Implement comprehensive author markup. Verify the rendered HTML
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Provide audio descriptions for video. Check native sema
Use when reviewing image assets, markup, and CDN or build transforms related to Use AVIF format for modern browsers. Check encoded size, rendered size
Use when reviewing scripts, client components, bundles, or runtime behavior related to Never use eval() or unsafe dynamic code execution. Inspect both
Use when reviewing navigation performance, browser lifecycle events, or resume-from-memory behavior. Check the actual browser lifecycle and restore pa
Use when reviewing HTML source and JavaScript for links or resource URLs pointing to domains listed in common adblocker filter lists.
Use when auditing metadata, crawlability, structured data, or indexability related to Implement valid BreadcrumbList schema. Verify the rendered HTML
Use when auditing slow page loads, heavy assets, or rendering delays related to Perform browser-based performance audits. Verify the actual bottleneck
Use when auditing metadata, crawlability, structured data, or indexability related to Fix or remove broken external links. Verify the rendered HTML an
Use when auditing metadata, crawlability, structured data, or indexability related to Fix malformed HTML structure. Verify the rendered HTML and HTTP
Use when reviewing templates, rendered HTML, or shared components related to Implement accessible breadcrumb navigation. Validate the final browser-fa
Use when reviewing image assets, markup, and CDN or build transforms related to Fix broken images. Check encoded size, rendered size, loading strategy
Use when auditing slow page loads, heavy assets, or rendering delays related to Enable browser caching. Verify the actual bottleneck in DevTools, Ligh
Use when auditing metadata, crawlability, structured data, or indexability related to Resolve internal broken links. Verify the rendered HTML and HTTP
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Provide accessible names for buttons. Check native sema
Use when reviewing a CSS architecture for specificity issues, setting up a design system, or migrating a large codebase from utility-first to a layere
Use when auditing metadata, crawlability, structured data, or indexability related to Set canonical URLs for all pages. Verify the rendered HTML and H
Use when auditing metadata, crawlability, structured data, or indexability related to Sync HTML canonical tags and Link headers. Verify the rendered H
Use when auditing metadata, crawlability, structured data, or indexability related to Avoid redirect chains on canonical URLs. Verify the rendered HTM
Use when reviewing templates, rendered HTML, or shared components related to Make carousels accessible. Validate the final browser-facing markup, not
Use when auditing slow page loads, heavy assets, or rendering delays related to Use a content delivery network. Verify the actual bottleneck in DevToo
Use when reviewing image assets, markup, and CDN or build transforms related to Serve images from a CDN. Check encoded size, rendered size, loading st
Use when reviewing templates, rendered HTML, or shared components related to Declare UTF-8 character encoding. Validate the final browser-facing marku
Use when auditing metadata, crawlability, structured data, or indexability related to Cite authoritative external sources. Verify the rendered HTML an
Use when reviewing templates, rendered HTML, or shared components related to Remove comments and debug code in production. Validate the final browser-
Use when reviewing scripts, client components, bundles, or runtime behavior related to Prefer const and let over var. Inspect both source code and the
Use when auditing slow page loads, heavy assets, or rendering delays related to Enable text-based compression. Verify the actual bottleneck in DevTool
Use when setting up integration testing for a frontend-backend API boundary, evaluating whether two services are safe to deploy independently, or repl
Use when reviewing large SPA bundles, new dependency additions, or routes that feel slow to hydrate. Focus on code that is not required for the initia
Use when reviewing stylesheets, component styles, and responsive behavior related to Use container queries for component-level responsiveness. Check t
Use when reviewing support UI across multi-page flows such as checkout, onboarding, account recovery, or support journeys. Compare multiple pages in t
Use when reviewing scripts, client components, bundles, or runtime behavior related to Remove console statements in production. Inspect both source co
Use when reviewing rendered HTML, layout components, or design-system patterns that may depend on presentation for meaning. Check the DOM order, seman
Use when auditing article or blog pages for date markup, generating Article JSON-LD with datePublished/dateModified, or checking whether a CMS templat
Use when applies to all visible text and text images, UI component borders (input fields, buttons), focus indicators, icons that convey meaning, and g
Use when reviewing headers, forms, cookies, or third-party integrations related to Implement a content security policy. Validate the effective browser
Use when reviewing a website for GDPR/CCPA compliance, specifically whether cookie consent is obtained before non-essential cookies are set.
Use when auditing metadata, crawlability, structured data, or indexability related to Create a comprehensive Contact page. Verify the rendered HTML an
Use when auditing slow page loads, heavy assets, or rendering delays related to Implement Google Consent Mode v2. Verify the actual bottleneck in DevT
Use when building a design token system, creating accessible colour palettes, generating colour ramps programmatically, or migrating a design system t
Use when reviewing security-sensitive web apps, SharedArrayBuffer usage, worker-heavy apps, editors, or measurement features that require cross-origin
Use when reviewing image assets, markup, and CDN or build transforms related to Prioritize loading critical images. Check encoded size, rendered size,
Use when reviewing CI coverage, automated checks, or test strategy related to Test across all major browsers. Focus on whether the rule is continuousl
Use when auditing slow page loads, heavy assets, or rendering delays related to Minimize critical request chains. Verify the actual bottleneck in DevT
Use when reviewing scripts, client components, bundles, or runtime behavior related to Handle cross-origin requests securely. Inspect both source code
Use when implementing animated gradients, complex CSS transitions that involve custom property values, or building a typed design token system where c
Use when reviewing stylesheets, component styles, and responsive behavior related to Use CSS containment to limit repaint scope. Check the rendered la
Use when auditing slow page loads, heavy assets, or rendering delays related to Optimize CSS file size. Verify the actual bottleneck in DevTools, Ligh
Use when reviewing stylesheets, component styles, and responsive behavior related to Include a print stylesheet. Check the rendered layout across brea
Use when reviewing stylesheets, component styles, and responsive behavior related to Use CSS Grid for two-dimensional layouts. Check the rendered layo
Use when reviewing stylesheets, component styles, and responsive behavior related to Use CSS custom properties for design tokens. Check the rendered l
Use when reviewing stylesheets, component styles, and responsive behavior related to Load CSS without blocking render. Check the rendered layout acros
Use when reviewing stylesheets, component styles, and responsive behavior related to Minify all CSS files. Check the rendered layout across breakpoint
Use when reviewing stylesheets, component styles, and responsive behavior related to Order CSS files correctly. Check the rendered layout across break
Use when reviewing stylesheets, component styles, and responsive behavior related to Inline critical CSS for faster rendering. Check the rendered layo
Use when reviewing utility functions, component props, or template strings that format numbers, prices, or dates to check whether Intl APIs are used c
Use when reviewing custom element class definitions or Web Component source code to check for missing ARIA reflection, keyboard handling, and form ass
Use when auditing slow page loads, heavy assets, or rendering delays related to Minimize cumulative layout shift. Verify the actual bottleneck in DevT
Use when reviewing form components, API payloads, or client-side storage to identify fields that are collected but not consumed by a stated feature.
Use when reviewing stylesheets, component styles, and responsive behavior related to Support dark mode with prefers-color-scheme. Check the rendered l
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Use correct definition list structure. Check native sem
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Hide decorative elements from assistive technology. Che
Use when auditing a site's internal link graph for dead-end pages, suggesting related-content links to add to thin or standalone pages, or reviewing C
Use when reviewing templates, rendered HTML, or shared components related to Load scripts with defer, async, or type=module. Validate the final browse
Use when reviewing a project's security posture, setting up CI pipelines, or responding to a reported vulnerability in a dependency.
Use when reviewing scripts, client components, bundles, or runtime behavior related to Debounce and throttle event handlers. Inspect both source code
Use when reviewing templates, rendered HTML, or shared components related to Set text direction for RTL languages. Validate the final browser-facing m
Use when reviewing image assets, markup, and CDN or build transforms related to Set explicit width and height on images. Check encoded size, rendered
Use when auditing YMYL content pages for trust signals, generating disclaimer copy for medical or financial content, or reviewing affiliate disclosure
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Wrap definition items in a definition list. Check nativ
Use when auditing slow page loads, heavy assets, or rendering delays related to Reduce DOM size and complexity. Verify the actual bottleneck in DevToo
Use when reviewing scripts, client components, bundles, or runtime behavior related to Minimize costly DOM read/write operations. Inspect both source
Use when applies to all HTML documents. Always check the very first line of the raw HTML source (view-source: or DevTools > Network > Response). In SS
Use when reviewing templates, rendered HTML, or shared components related to Make drag and drop accessible. Validate the final browser-facing markup,
Use when auditing a site's meta tag uniqueness, generating page-specific meta descriptions, or reviewing CMS templates that inject the same descriptio
Use when auditing slow page loads, heavy assets, or rendering delays related to Remove duplicate JavaScript libraries. Verify the actual bottleneck in
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Use unique IDs for active elements. Check native semant
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Use unique IDs for ARIA references. Check native semant
Use when auditing a blog, news site, or YMYL content site for trust signals, drafting editorial policy page content, or evaluating whether a site meet
Use when reviewing a website for layout and functionality issues caused by adblocker filter rules targeting common ad-related class names and IDs.
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Ensure headings contain text. Check native semantics fi
Use when reviewing stylesheets, component styles, and responsive behavior related to Avoid embedded and inline CSS. Check the rendered layout across b
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Fix empty and broken links. Check native semantics firs
Use when reviewing image assets, markup, and CDN or build transforms related to Handle image loading errors gracefully. Check encoded size, rendered s
Use when setting up a new project's production observability stack, reviewing incident response readiness, or investigating why errors are going undet
Use when reviewing scripts, client components, bundles, or runtime behavior related to Implement proper error handling. Inspect both source code and t
Use when reviewing scripts, client components, bundles, or runtime behavior related to Use ES modules (import/export). Inspect both source code and th
Use when reviewing scripts, client components, bundles, or runtime behavior related to Use event delegation for dynamic content. Inspect both source c
Use when auditing content pages for citation quality, suggesting authoritative sources to link for factual claims, or reviewing whether a page's exter
Use when checking whether a site has a correctly configured favicon, auditing `` tags in the ``, or setting up favicon infrastructure for a new projec
Use when reviewing templates, rendered HTML, or shared components related to Implement favicons for all devices. Validate the final browser-facing mar
Use when adding FAQ sections to landing pages or blog posts, generating FAQPage JSON-LD from existing Q&A content, or validating that structured data
Use when optimising Largest Contentful Paint (LCP), reducing render-blocking resource contention, or fine-tuning resource loading order in the critica
Use when auditing slow page loads, heavy assets, or rendering delays related to Optimize first contentful paint. Verify the actual bottleneck in DevTo
Use when you need to find the 2-3 most popular and well-maintained npm packages relevant to a frontend checklist rule, validate they meet quality thre
Use when reviewing image assets, markup, and CDN or build transforms related to Use and for image captions. Check encoded size, rendered size, loadi
Use when reviewing templates, rendered HTML, or shared components related to Make file uploads accessible. Validate the final browser-facing markup, n
Use when reviewing image assets, markup, and CDN or build transforms related to Use descriptive image filenames. Check encoded size, rendered size, lo
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Prevent seizure-triggering flashing content. Check nati
Use when reviewing stylesheets, component styles, and responsive behavior related to Apply Flexbox best practices. Check the rendered layout across br
Use when applies to all CSS `font-size` declarations, particularly those using `px` units for body text, UI labels, and navigation. Use when auditing
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Use a single label for each form field. Check native se
Use when reviewing templates, rendered HTML, or shared components related to Validate forms accessibly. Validate the final browser-facing markup, not
Use when reviewing public HTML forms (no authentication required to reach them) for bot and abuse protection mechanisms.
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Manage focus during dynamic interactions. Check native
Use when reviewing HTML forms, fetch/XHR calls, and form action attributes to ensure data is submitted exclusively over HTTPS.
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Ensure logical focus order. Check native semantics firs
Use when reviewing stylesheets, component styles, and responsive behavior related to Provide visible custom focus indicators. Check the rendered layou
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Associate labels with form controls. Check native seman
Use when auditing slow page loads, heavy assets, or rendering delays related to Optimize web font loading. Verify the actual bottleneck in DevTools, L
Use when reviewing sticky navigation, consent banners, chat widgets, skip links, or any fixed-position UI. Validate the actual tab order and viewport
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Provide titles for iframes and frames. Check native sem
Use when auditing or improving any frontend codebase against the full Front-End Checklist rule corpus through one entry point.
Use when auditing content pages for freshness signals, setting up HTTP Last-Modified headers in a web server config, or ensuring Article JSON-LD dateM
Use when auditing locally-focused or regionally-targeted pages for geo targeting signals, particularly on sites targeting audiences through Bing or re
Use when auditing slow page loads, heavy assets, or rendering delays related to Optimize Google Tag Manager implementation. Verify the actual bottlene
Use when reviewing stylesheets or components that use JavaScript to toggle classes on parent elements based on child state, form input values, or cont
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Maintain logical heading order. Check native semantics
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Use logical heading hierarchy. Check native semantics f
Use when applies to all CSS layout rules. Check `width`, `min-width`, fixed pixel values on containers, `overflow`, `white-space`, and `word-break` pr
Use when reviewing HTTP response headers on any site that serves content over HTTPS.
Use when auditing metadata, crawlability, structured data, or indexability related to Add hreflang tags for multilingual sites. Verify the rendered HT
Use when reviewing templates, rendered HTML, or shared components related to Add resource hints (preload, prefetch, dns-prefetch). Validate the final
Use when applies to XHTML documents and polyglot HTML documents that must parse correctly as both HTML5 and XML. For modern HTML5-only documents, only
Use when auditing whether a website or web application serves content exclusively over HTTPS with a valid certificate.
Use when auditing slow page loads, heavy assets, or rendering delays related to Enable HTTP/2 or HTTP/3. Verify the actual bottleneck in DevTools, Lig
Use when auditing a site's internal and external links for protocol consistency, migrating a site from HTTP to HTTPS, or reviewing hardcoded URLs in a
Use when checking whether a web server is configured to redirect all HTTP traffic to HTTPS.
Use when auditing slow page loads, heavy assets, or rendering delays related to Minimize HTTP requests. Verify the actual bottleneck in DevTools, Ligh
Use when reviewing templates, rendered HTML, or shared components related to Use semantic HTML elements. Validate the final browser-facing markup, not
Use when auditing page weight for crawl efficiency, investigating why certain page content is not appearing in Google's index, or reviewing server-ren
Use when auditing URL structures for word separator format, generating slugs from titles, or planning a URL migration from underscores or spaces to hy
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Ensure identical links have consistent destinations. Ch
Use when reviewing scripts, client components, bundles, or runtime behavior related to Prefer immutable data patterns. Inspect both source code and th
Use when reviewing or improving a Front-End Checklist rule MDX file to raise its quality score, fix stub prompts, add missing fields, or enrich conten
Use when auditing the image pipeline, static assets in `public/`, CMS-managed media, or image CDN transforms. Separate file-size problems from dimensi
Use when reviewing slow initial loads caused by optional features. Prioritize code that is expensive to download or execute and not required for the f
Use when reviewing long pages, dashboards, or content feeds with expensive offscreen modules. Balance early enough loading for smooth scrolling agains
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Avoid redundant image alternative text. Check native se
Use when reviewing image assets, markup, and CDN or build transforms related to Compress images without quality loss. Check encoded size, rendered siz
Use when reviewing image assets, markup, and CDN or build transforms related to Optimize all images for web. Check encoded size, rendered size, loadin
Use when auditing a site for indexability issues, investigating why pages appear in Google's index that should be excluded (or vice versa), or reviewi
Use when auditing a site for accidental noindex directives, investigating why important pages are not appearing in Google Search, or reviewing CMS set
Use when auditing slow page loads, heavy assets, or rendering delays related to Optimize interaction to next paint. Verify the actual bottleneck in De
Use when reviewing CI coverage, automated checks, or test strategy related to Write integration tests for key workflows. Focus on whether the rule is
Use when auditing a page's link elements for crawlability, reviewing JavaScript-heavy SPAs where navigation may not use `` tags, or checking that dyna
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Use inclusive language. Check native semantics first, t
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Provide alt text for image buttons. Check native semant
Use when auditing a site's internal link structure, identifying pages that need more incoming links, generating contextual linking opportunities betwe
Use when reviewing templates, rendered HTML, or shared components related to Use semantic input type attributes. Validate the final browser-facing mar
Use when applies to CSS and JavaScript implementations of modals, overlays, pop-ups, cookie banners, newsletter sign-up dialogs, and promotional overl
Use when reviewing scripts, client components, bundles, or runtime behavior related to Minify all JavaScript files. Inspect both source code and the b
Use when reviewing scripts, client components, bundles, or runtime behavior related to Avoid inline JavaScript. Inspect both source code and the brows
Use when reviewing scripts, client components, bundles, or runtime behavior related to Lint JavaScript code. Inspect both source code and the browser
Use when reviewing image assets, markup, and CDN or build transforms related to Use progressive JPEG encoding. Check encoded size, rendered size, load
Use when auditing slow page loads, heavy assets, or rendering delays related to Avoid JavaScript-based redirects. Verify the actual bottleneck in DevT
Use when auditing slow page loads, heavy assets, or rendering delays related to Use secure and up-to-date JS libraries. Verify the actual bottleneck i
Use when auditing slow page loads, heavy assets, or rendering delays related to Optimize JavaScript bundle size. Verify the actual bottleneck in DevTo
Use when generating or auditing any `` blocks, implementing structured data for articles, products, FAQs, breadcrumbs, or local businesses, or investi
Use when reviewing scripts, client components, bundles, or runtime behavior related to Parse JSON safely with error handling. Inspect both source code
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Enable keyboard navigation for all elements. Check nati
Use when auditing content pages for over-optimisation, reviewing AI-generated content that may repeat target phrases excessively, or checking meta tag
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Use landmark regions correctly. Check native semantics
Use when auditing slow page loads, heavy assets, or rendering delays related to Disable lazy loading for above-the-fold content. Verify the actual bot
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Use exactly one main landmark. Check native semantics f
Use when applies to all HTML documents. Check the `` opening tag for a `lang` attribute with a non-empty, valid BCP 47 language code. Also check for `
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Align visible labels with accessible names. Check nativ
Use when auditing slow page loads, heavy assets, or rendering delays related to Optimize largest contentful paint. Verify the actual bottleneck in Dev
Use when auditing slow page loads, heavy assets, or rendering delays related to Implement lazy loading for offscreen content. Verify the actual bottle
Use when reviewing client-side JavaScript, HTML source, or git history for exposed credentials, API keys, or tokens.
Use when generating URL slugs from article titles, auditing URL structures for unnecessary depth or length, or reviewing URL patterns in a CMS or rout
Use when auditing slow page loads, heavy assets, or rendering delays related to Avoid serving legacy JavaScript to modern browsers. Verify the actual
Use when applies to HTML documents with `` elements. Also applies to custom ARIA lists where `role='listitem'` must be owned by `role='list'`. Common
Use when reviewing templates, rendered HTML, or shared components related to Check for broken links. Validate the final browser-facing markup, not jus
Use when applies to hyperlinks (`` elements) that appear inline within paragraphs or text blocks. Does not apply to navigation menus, button-style lin
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Use descriptive link text. Check native semantics first
Use when reviewing dashboards, admin tables, search results, or feeds with many repeated items. Confirm the bottleneck is DOM or rendering cost before
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Use correct list structure. Check native semantics firs
Use when auditing public documentation portals, API references, help centers, SDK docs, or large knowledge bases. Check the final file served at `/llm
Use when auditing content pages for AI discoverability. Applies to any informational page intended to appear in AI-generated answers, search snippets,
Use when reviewing image assets, icon libraries, or components that render illustrations to identify culture-specific content that may need locale ove
Use when auditing URL structure or configuring a new site's routing. Applies to any server or framework that allows case-insensitive file systems (Lin
Use when auditing a local business website's structured data. Applies to any business that serves customers at a physical location or specific geograp
Use when auditing slow page loads, heavy assets, or rendering delays related to Show loading indicators. Verify the actual bottleneck in DevTools, Lig
Use when reviewing stylesheets, component styles, and responsive behavior related to Use CSS logical properties for i18n and RTL support. Check the re
Use when reviewing scripts, client components, bundles, or runtime behavior related to Prevent common memory leak patterns. Inspect both source code a
Use when auditing page metadata or generating descriptions for new pages. Applies to every page that should receive organic search traffic.
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Avoid meta refresh redirects. Check native semantics fi
Use when auditing page metadata or generating SEO-optimized titles. Applies to every HTML page that should appear in search results.
Use when auditing HTML document structure. Applies to any page where meta tags (noindex, canonical-url, description, viewport, OG tags) may have been
Use when reviewing an HTTPS page for resources (scripts, images, stylesheets, iframes) that are loaded over plain HTTP.
Use when auditing server configuration or diagnosing broken resources. Applies to any web server serving HTML, CSS, JS, images, fonts, or other static
Use when reviewing CI coverage, automated checks, or test strategy related to Follow mocking best practices. Focus on whether the rule is continuously
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Make modal dialogs keyboard accessible. Check native se
Use when reviewing scripts, client components, bundles, or runtime behavior related to Use modern array and object methods. Inspect both source code a
Use when reviewing image assets, markup, and CDN or build transforms related to Use modern image formats (WebP, AVIF). Check encoded size, rendered si
Use when reviewing CI coverage, automated checks, or test strategy related to Test on real mobile devices and viewports. Focus on whether the rule is
Use when evaluating test quality on modules containing business logic, calculation utilities, or state machines to determine whether the tests provide
Use when reviewing stylesheets, component styles, and responsive behavior related to Use consistent CSS naming conventions. Check the rendered layout
Use when reviewing templates, rendered HTML, or shared components related to Use navigation landmark regions. Validate the final browser-facing markup
Use when auditing a local business website for local SEO. Applies to any business that has a physical address and wants to appear in local search resu
Use when reviewing HTML or JSX for anchor elements with target='_blank' to verify rel='noopener noreferrer' is present.
Use when reviewing TypeScript files for type safety regressions, during code review of functions that handle external data, or when the codebase has E
Use when auditing tsconfig.json for missing safety flags, reviewing code that uses array index access in data processing pipelines, or investigating r
Use when auditing internal link structure or reviewing link attributes. Applies to any site using rel=nofollow on links pointing to pages within the s
Use when auditing robots meta tags. Applies to any important landing page, article, or product page that should appear with a description in search re
Use when reviewing templates, rendered HTML, or shared components related to Provide noscript fallback content. Validate the final browser-facing mark
Use when auditing an XML sitemap or diagnosing indexing issues. Applies to any site where noindex meta tags or X-Robots-Tag headers may be applied to
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Provide alternative text for objects. Check native sema
Use when reviewing image assets, markup, and CDN or build transforms related to Lazy load offscreen images. Check encoded size, rendered size, loading
Use when adding PWA capabilities, implementing a service worker, or improving the experience for users on unreliable network connections.
Use when auditing Open Graph tags or investigating why social share counts appear low. Applies to any page with both canonical-url and og:url tags.
Use when auditing Open Graph tags or generating og:image assets. Applies to any page that may be shared on social networks or messaging platforms.
Use when auditing a web page's social sharing metadata. Applies to any page users might share on social networks or messaging apps.
Use when reviewing image assets, markup, and CDN or build transforms related to Optimise images for faster loading. Check encoded size, rendered size,
Use when reviewing mobile-first layouts, tablet experiences, fullscreen flows, forms, dashboards, or media interfaces. Check rendered behavior in both
Use when auditing site architecture or investigating why specific pages have low organic traffic despite good content. Applies to any site with more t
Use when auditing structured data on a business or brand website homepage. Applies to organisations, companies, non-profits, and publishers that want
Use when reviewing headers, forms, cookies, or third-party integrations related to Secure password input fields. Validate the effective browser and HT
Use when auditing slow page loads, heavy assets, or rendering delays related to Keep page weight under 1500KB. Verify the actual bottleneck in DevTool
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Allow pasting into form inputs. Check native semantics
Use when auditing URL structure or configuring search engine handling of filtered, sorted, or tracked URLs. Applies to e-commerce sites, filtered cont
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Provide alternatives to parallax effects. Check native
Use when auditing slow page loads, heavy assets, or rendering delays related to Keep page load time under 3 seconds. Verify the actual bottleneck in D
Use when reviewing templates, rendered HTML, or shared components related to Make pagination accessible. Validate the final browser-facing markup, not
Use when auditing paginated content (blog archives, product category pages, search results). Applies to any site with lists or grids of content split
Use when auditing a site that publishes downloadable PDFs (reports, white papers, legal documents, manuals). Applies to any site where PDFs are linked
Use when reviewing CI configuration, bundle analysis workflows, or pull requests that add dependencies and assets. Distinguish bundle-size budgets fro
Use when reviewing HTTP response headers for defense-in-depth security hardening on any web application.
Use when auditing slow page loads, heavy assets, or rendering delays related to Use resource hints for faster loading. Verify the actual bottleneck in
Use when auditing local business websites, e-commerce sites, or any site where a physical presence affects trust or local search visibility.
Use when reviewing image assets, markup, and CDN or build transforms related to Use with an fallback. Check encoded size, rendered size, loading str
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Write in plain language. Check native semantics first,
Use when reviewing string concatenation involving counts, translation key lookups, or i18n library configurations to check whether plural forms are ha
Use when auditing slow page loads, heavy assets, or rendering delays related to Use preconnect for critical third-party origins. Verify the actual bot
Use when auditing e-commerce product pages or implementing structured data for a shop. Applies to any page selling or describing a specific product.
Use when reviewing whether a website has a visible, accessible privacy policy link, particularly in the footer navigation.
Use when auditing PWA readiness, adding an install prompt, or preparing a web app for submission to Microsoft Store or Google Play via PWA Builder.
Use when evaluating content pages for SEO quality. Applies to blog posts, product descriptions, landing pages, or any page expected to receive organic
Use when reviewing stylesheets, component styles, and responsive behavior related to Use relative units for responsive layouts. Check the rendered lay
Use when reviewing image assets, markup, and CDN or build transforms related to Support high-DPI retina displays. Check encoded size, rendered size, l
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Respect reduced motion preferences. Check native semant
Use when applies to product pages, local business pages, recipes, apps, books, and any page that aggregates user reviews. Use when auditing rich resul
Use when auditing slow page loads, heavy assets, or rendering delays related to Eliminate render-blocking resources. Verify the actual bottleneck in D
Use when auditing slow page loads, heavy assets, or rendering delays related to Use resource hints for faster loading. Verify the actual bottleneck in
Use when reviewing stylesheets, component styles, and responsive behavior related to Use a CSS reset or normalize stylesheet. Check the rendered layou
Use when auditing site redirects after URL migrations, domain changes, or CMS upgrades. Applies to any site that has had multiple rounds of structural
Use when reviewing image assets, markup, and CDN or build transforms related to Serve images at the correct display size. Check encoded size, rendered
Use when reviewing article images, cards, galleries, or any component rendered at multiple sizes across breakpoints. Check both the markup and the CSS
Use when auditing internal link structure after a URL migration, domain change, or site rebuild. Applies to any site that has had redirects in place f
Use when reviewing content pages for user experience and SEO. Applies to blog posts, landing pages, how-to guides, and any long-form content intended
Use when reviewing HTTP response headers for privacy hardening on any website that handles authentication, session state, or sensitive URL parameters.
Use when reviewing any process that spans multiple screens, steps, or modal stages. Follow the real user journey and compare fields across steps inste
Use when auditing account settings pages, privacy dashboards, or API routes to verify that a complete data deletion path exists for users.
Use when applies to sites that use both robots.txt disallow rules and meta robots noindex tags. Use when investigating why deindexed pages still appea
Use when applies to all HTML pages. Use when auditing pages that have disappeared from search results or when checking staging vs. production meta tag
Use when applies to any public website. Use when auditing technical SEO foundations or diagnosing crawl coverage gaps.
Use when reviewing code that calls fetch(), reads from localStorage, accesses process.env, or processes form submissions without explicitly validating
Use when applies to any site that uses structured data for rich results. Use when investigating why valid schema markup does not produce rich results
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Avoid scrolljacking and custom scroll behavior. Check n
Use when performing accessibility audits of web pages, components, or full user flows. Applies to all web content accessed via assistive technology. P
Use when reviewing JavaScript that performs synchronous loops over large datasets, recursive tree traversals, or bulk DOM updates that may exceed 50 m
Use when reviewing authenticated user flows or long forms. Check both client and server behavior: warning timing, dialog accessibility, autosave frequ
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Provide accessible names for select elements. Check nat
Use when auditing repeat-visit performance, adding offline support, or evaluating PWA readiness for a web application.
Use when applies to service businesses (plumbers, lawyers, consultants) serving multiple regions. Use when planning local SEO strategy for businesses
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Avoid sensory-only instructions. Check native semantics
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Use semantic list elements. Check native semantics firs
Use when reviewing server-side session management, setting up authentication middleware, or auditing cookie configuration in HTTP response headers.
Use when reviewing templates, rendered HTML, or shared components related to Make search inputs accessible. Validate the final browser-facing markup,
Use when applies to any site with a dynamically generated or manually maintained XML sitemap. Use when investigating crawl errors or after a site migr
Use when auditing metadata, crawlability, structured data, or indexability related to Create and submit an XML sitemap. Verify the rendered HTML and H
Use when applies to any site with a manually or programmatically generated XML sitemap. Use when debugging sitemap submission errors in Google Search
Use when applies to content sites, e-commerce stores, and any site where timely indexing of new pages matters. Use when investigating why new pages ta
Use when applies to sites that have recently migrated from HTTP to HTTPS, changed domain name, or have www/non-www redirect configurations. Use when s
Use when applies to blog posts, news articles, tutorials, and other long-form content. Less relevant for product pages, service pages, or home pages.
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Implement 'Skip to Content' links. Check native semanti
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Include a skip navigation link. Check native semantics
Use when applies to blog posts, product pages, and any content page with editable URL slugs. Use when building a URL strategy for a new site or auditi
Use when optimising multi-page navigation performance, reducing INP on page transitions, or implementing progressive enhancement for fast page loads.
Use when reviewing stylesheets, component styles, and responsive behavior related to Keep CSS specificity low and flat. Check the rendered layout acro
Use when applies to any site with user-generated slugs, CMS-generated URLs, or content in non-English languages. Use when auditing URLs for crawl erro
Use when reviewing image assets, markup, and CDN or build transforms related to Use image sprites where appropriate. Check encoded size, rendered size
Use when auditing slow page loads, heavy assets, or rendering delays related to Provide source maps for production debugging. Verify the actual bottle
Use when applies to business websites, personal brand sites, and publisher sites. Use when setting up Organization schema or auditing E-E-A-T signals
Use when reviewing image assets, markup, and CDN or build transforms related to Use srcset for responsive images. Check encoded size, rendered size, l
Use when reviewing image assets, markup, and CDN or build transforms related to Manage inline SVG size and complexity. Check encoded size, rendered si
Use when reviewing image assets, markup, and CDN or build transforms related to Optimize SVG files. Check encoded size, rendered size, loading strateg
Use when reviewing error handling middleware, API route handlers, or server responses for security-sensitive information disclosure.
Use when applies primarily when creating new content pages. Low priority for existing indexed pages where redirect risk outweighs gain. Use when build
Use when reviewing server-side rendering setup, Next.js App Router pages, or Node.js HTTP handlers to verify that HTML is streamed incrementally rathe
Use when auditing metadata, crawlability, structured data, or indexability related to Add structured data markup. Verify the rendered HTML and HTTP re
Use when reviewing stylesheets, component styles, and responsive behavior related to Lint CSS and SCSS files. Check the rendered layout across breakpo
Use when reviewing templates, rendered HTML, or shared components related to Add Subresource Integrity to external scripts. Validate the final browser
Use when reviewing card grid layouts with misaligned content areas, or any nested grid where child items need to align with sibling cards' correspondi
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Ensure tables have unique accessible names. Check nativ
Use when reviewing templates, rendered HTML, or shared components related to Make tabs keyboard navigable. Validate the final browser-facing markup, n
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Define proper table headers. Check native semantics fir
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Use appropriate tabindex values. Check native semantics
Use when reviewing whether a website or web application has a visible Terms of Service link accessible from every page.
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Support text resizing to 200%. Check native semantics f
Use when reviewing CSS for fixed dimensions, truncation, or overflow rules on elements that render translatable strings.
Use when reviewing CI coverage, automated checks, or test strategy related to Maintain test coverage thresholds. Focus on whether the rule is continuo
Use when applies to contact pages, business listing pages, headers/footers, and any page displaying a phone number or email address. Use when auditing
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Avoid images of text. Check native semantics first, the
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Link table cells to headers using IDs. Check native sem
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Ensure table headers associate with data cells. Check n
Use when applies to all `` elements in HTML. The `poster` attribute specifies the URL of an image to show as a placeholder before the video is loaded
Use when reviewing a website for privacy compliance, third-party resource loading, or cookie consent implementation.
Use when auditing slow page loads, heavy assets, or rendering delays related to Optimize third-party script loading. Verify the actual bottleneck in D
Use when applies to all HTML pages. Use when auditing a site crawl report or investigating why multiple pages compete for the same keyword in search r
Use when reviewing authentication implementation, setting up a new auth system, or evaluating whether the current token storage approach exposes the a
Use when applies to all interactive elements on touchscreen interfaces: buttons, links, checkboxes, radio buttons, form inputs, icon buttons, and menu
Use when auditing slow first responses on SSR pages, APIs, or cacheable HTML. Distinguish origin compute time from network latency and CDN cache misse
Use when reviewing a codebase for internationalisation readiness, setting up an i18n library, or preparing strings for a new locale.
Use when applies especially to e-commerce checkouts, contact/lead forms, pricing pages, and YMYL (Your Money or Your Life) content. Use when auditing
Use when applies to all static and dynamic websites. Use when auditing a site for duplicate content, setting up a new site, or after migrating platfor
Use when applies to any page intended to be shared on X (Twitter). Use when auditing social sharing previews or adding social meta tags to a new site.
Use when auditing import statements in TypeScript files, setting up a new TypeScript project, or investigating unexpected bundle inclusions from type-
Use when setting up a new TypeScript project, auditing an existing tsconfig.json, or reviewing code where null-reference errors or implicit any types
Use when reviewing scripts, client components, bundles, or runtime behavior related to Avoid implicit type coercion. Inspect both source code and the
Use when reviewing CI coverage, automated checks, or test strategy related to Write unit tests. Focus on whether the rule is continuously verified, no
Use when reviewing templates, rendered HTML, or shared components related to Ensure all IDs are unique. Validate the final browser-facing markup, not
Use when reviewing stylesheets, component styles, and responsive behavior related to Remove unused CSS rules. Check the rendered layout across breakpo
Use when applies to any page embedding or hosting video content (YouTube, Vimeo, self-hosted). Use when adding video content to a site or auditing str
Use when reviewing CI coverage, automated checks, or test strategy related to Use visual regression testing. Focus on whether the rule is continuously
Use when adding page transition animations, image expand/contract effects, shared-element transitions, or improving navigation UX in a single-page or
Use when applies to all `` elements and third-party video embeds (YouTube, Vimeo) where the page owner controls the content. Prerecorded videos requir
Use when reviewing templates, rendered HTML, or shared components related to Set the responsive viewport meta tag. Validate the final browser-facing m
Use when applies to any `` element in HTML documents. Check the `content` attribute for `user-scalable=no`, `user-scalable=0`, `maximum-scale=1`, or `
Use when reviewing templates, rendered HTML, or shared components related to Make videos accessible with captions. Validate the final browser-facing m
Use when reviewing stylesheets, component styles, and responsive behavior related to Optimize web font formats. Check the rendered layout across break
Use when reviewing templates, rendered HTML, or shared components related to Link a Web App Manifest for installability. Validate the final browser-fa
Use when applies to any site with more than 20 pages. Use when auditing site architecture, investigating why certain pages underperform in search, or
Use when reviewing scripts, client components, bundles, or runtime behavior related to Use Web Storage API safely. Inspect both source code and the br
Use when reviewing image assets, markup, and CDN or build transforms related to Use WebP format with fallbacks. Check encoded size, rendered size, loa
Use when applies to sites with internal site search functionality. Use when optimizing branded search result appearance or adding structured data for
Use when reviewing templates, rendered HTML, or shared components related to Analyze performance with WebPageTest. Validate the final browser-facing m
Use when applies to key landing pages, blog posts, product pages, and any page targeting competitive queries. Use when diagnosing poor rankings or aft
Use when applies to any site in health, medicine, finance, law, safety, news, or similar fields. Use when auditing content quality for sites in YMYL c
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Support content reflow at 400% zoom. Check native seman
Use when reviewing CI coverage, automated checks, or test strategy related to Implement end-to-end testing. Focus on whether the rule is continuously
Use when auditing a page's heading structure, generating H1 text for landing pages or blog posts, or reviewing a CMS template that may produce empty o
Use when auditing HTTP response headers on any web server or CDN for security hardening.
Use when reviewing HTTP response headers for clickjacking protection on any web application with authenticated user actions.
Use when reviewing templates, rendered HTML, or shared components related to Validate HTML against W3C standards. Validate the final browser-facing ma
Use when reviewing templates, rendered HTML, or shared components related to Create a custom 404 error page. Validate the final browser-facing markup,
Use when writing any git commit message, PR title, or squash subject in the Strapi repo. Trigger whenever a commit/PR subject is being drafted, even i
Create a new agent skill with progressive disclosure and bundled resources. Use when the user wants to create, write, or build a new skill.
Reproduce a GitHub issue with a failing test, implement the minimal fix, verify tests pass, and open a pull request. Use this skill when given an issu
Use this skill when the user requests to review, analyze, critique, or summarize academic papers, research articles, preprints, or scientific publicat
Ensure async-path backend code that could block the asyncio event loop is protected by a teeth-verified runtime anchor in tests/blocking_io/. Use when
Generate a personalized SOUL.md through a warm, adaptive onboarding conversation. Trigger when the user wants to create, set up, or initialize their A
This skill should be used when the user wants to visualize data. It intelligently selects the most suitable chart type from 26 available options, extr
Interact with DeerFlow AI agent platform via its HTTP API. Use this skill when the user wants to send messages or questions to DeerFlow for research/a
Use this skill when the user requests to generate, create, or improve documentation for code, APIs, libraries, repositories, or software projects. Sup
Use this skill when the user requests to generate, create, or write professional research reports including but not limited to market analysis, consum
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or opt
Use when a DeerFlow maintainer needs comment-only GitHub issue or PR handling: resolve issue/PR scopes with gh, analyze issues, post or draft issue co
Deploy applications and websites to Vercel. Use this skill when the user requests deployment actions such as "Deploy my app", "Deploy this to producti
Use this skill instead of WebSearch for ANY question requiring web research. Trigger on queries like "what is X", "explain X", "compare X and Y", "res
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or e
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, a
Conduct multi-round deep research on any GitHub Repo. Use when users request comprehensive analysis, timeline reconstruction, competitive analysis, or
Use this skill when the user requests to generate, create, imagine, or visualize images including characters, scenes, products, or any visual content.
Use this skill when the user requests to generate, create, compose, or produce music or songs — background music, theme songs, jingles, or instrumenta
Use this skill when the user requests to generate, create, write, or draft a newsletter, email digest, weekly roundup, industry briefing, or curated c
Use this skill when the user requests to generate, create, or make presentations (PPT/PPTX). Creates visually rich slides by generating images for eac
Use this skill when the user requests to generate, create, or produce podcasts from text content. Converts written content into a two-host conversatio
End-to-end smoke test skill for DeerFlow. Guides through: 1) Pulling latest code, 2) Docker OR Local installation and deployment (user preference, def
Create a delightful, unexpected "wow" experience for the user by dynamically discovering and creatively combining other enabled skills. Triggers when
Use this skill when the user wants a systematic literature review, survey, or synthesis across multiple academic papers on a topic. Also covers annota
Use this skill when the user requests to generate, create, or imagine videos. Supports structured prompts and reference image for guided generation.
Drive a real browser to inspect or interact with a web page or app — navigate, take screenshots, read console and network, fill simple forms — for ver
Plan a weekly editorial calendar by mapping company goals to publishable topics, owners, status, and verification notes.
Create agent company packages conforming to the Agent Companies specification (agentcompanies/v1). Use when a user wants to create a new agent company
Developer/maintainer skill for adding a new issue-thread interaction kind to the Paperclip codebase end-to-end: shared contract, server service/routes
Technical guide for creating a new Paperclip agent adapter. Use when building a new adapter package, adding support for a new AI coding tool (e.g. a n
Create new agents in Paperclip with governance-aware hiring. Use when you need to inspect adapter configuration options, compare existing agent config
Handle a GitHub Security Advisory response for Paperclip, including confidential fix development in a temporary private fork, human coordination on ad
Give a structured product design critique — user job clarity, hierarchy, affordance, error states, accessibility, and consistency — focused on what to
Paperclip UI design system guide for building consistent, reusable frontend components. Use when creating new UI components, modifying existing ones,
Develop and operate a local Paperclip instance — start and stop servers, pull updates from master, run builds and tests, manage worktrees, back up dat
Keep project docs aligned with recent code and feature changes — detect drift, update affected pages, and add release-relevant notes without rewriting
File-based memory system using Tiago Forte's PARA method. Use this skill whenever you need to store, retrieve, update, or organize knowledge across se
Prepare a GitHub pull request from a feature branch — branch hygiene, commit shape, title/body, verification notes, screenshots for UI work, and repli
Use when an operation issue is an index refresh — typically the hourly index-refresh routine. Rebuild `wiki/index.md` so each entry has a tight, scann
Triage Paperclip inbox issues that are stale, blocked, in-review, or assigned-but-not-progressing, and decide a single next action per issue (resume,
Use the LLM Wiki plugin tools to maintain a cited local company wiki.
Interact with the Paperclip control plane API to manage tasks, coordinate with other agents, and follow company governance. Use when you need to check
Use when an operation issue is a Paperclip cursor-window, distill, or backfill — `operationType: "distill"` or `"backfill"` and the body references a
Run, verify, reseed, and repair a Paperclip isolated dev workspace service. Use when asked to start or fix a Paperclip project/worktree service and pr
Manage a Paperclip company as a board member via chat. Covers onboarding (company creation, CEO setup, hiring plans), agent management, approvals, tas
The Paperclip way of converting a plan into executable tasks. Use whenever you are asked to plan, scope, or break down work inside a Paperclip company
Iteratively gets a GitHub pull request's checks green. Detects the PR for the current branch or uses a provided PR number, waits for every check on th
Produce QA acceptance criteria and a manual validation plan for a feature change — golden path, edge cases, error states, performance limits, and expl
Write a release announcement — changelog, blog post, in-app note, or social post — that leads with user impact, names the audience, and includes upgra
Generate the stable Paperclip release changelog at releases/vYYYY.MDD.P.md by reading commits, changesets, and merged PR context since the last stable
Write the Discord release announcement for a stable Paperclip release. Companion to `release-changelog` — that skill produces the file at `releases/vY
Coordinate a full Paperclip release across engineering verification, npm, GitHub, smoke testing, and announcement follow-up. Use when leadership asks
Turn a Paperclip issue or request into a structured implementation plan with child task graph, blockers, owners, and acceptance criteria, then save it
Run a single Terminal-Bench problem through Paperclip in a bounded, human-in-the-loop improvement cycle until the smoke passes, the board rejects the
Produce low-fidelity black-and-white UI wireframes as standalone SVG files, optionally bundled into a single-page HTML viewer and published via the he
Use when an operation issue asks you to ingest a captured source from `raw/` into the LLM Wiki, or when the user explicitly says "ingest ". The issue
Use when an operation issue is a lint or health-check (`operationType: "lint"`) — typically the nightly lint routine or a manual "Run lint" from the U
Use when an operation issue asks you to answer a question from the LLM Wiki — `operationType: "query"` and a question in the issue body. Answer with c
This guide covers the full lifecycle of building, running, and serving a custom OpenBB Workspace application from an extension project scaffolded by `
This guide covers installation, configuration, authentication, tool discovery, prompt management, and client integration for `openbb-mcp-server`.
This is a complete guide for creating a new OpenBB Platform extension from scratch. Follow every phase in order. When the user says "build me an appli
This guide explains how to call tools, interpret responses, discover capabilities, use prompts, and handle errors when interacting with an OpenBB MCP
Use for any question about a codebase, its architecture, file relationships, or project content — especially when graphify-out/ exists, where the ques
Download Azure Pipelines CI logs for analysis
Load Ansible project development guidelines, testing conventions, PR review processes, and code structure reference into context
Review an Ansible PR following the project's standardized process from CLAUDE.md
Use this plugin when the user wants a premium precision-farming / agritech landing page: dark/light alternating sections, a fullscreen hero video back
Academic Paper deck theme: LaTeX-paper feel on paper-white #fdfcf8 — all-serif type (Latin Modern Roman → Playfair Display fallback), ink-black body,
Luxury dark-editorial HyperFrames template for three-page cinematic storyboards, inspired by haute couture title cards and magazine chapter spreads. U
Generate and iterate ad creative including headlines, descriptions, and primary text. Useful for paid social and search ad iteration.
Use this plugin when the user wants a premium dark-to-light aerospace / propulsion marketing site: a scroll-driven gradient hero with parallax wordmar
Full-lifecycle AI music album production — concept, lyric drafting, track sequencing, and export. Useful for indie album experiments and brand soundtr
Use this plugin when the user wants a premium single-page creative-studio / designer portfolio landing page on a white background: serif-accented hero
Browser automation CLI for AI agents. Use when the user needs to inspect, test, or automate browser behavior: navigating pages, filling forms, clickin
Create generative art using p5.js with seeded randomness so every render is reproducible. Useful for procedural posters, motion-style stills, and arti
Annual Letter · 年度信笺 — Stripe-annual-letter style single-file HTML decks from the editorial-longform line of 花叔 (alchaincyf)'s huashu-design skill. Cr
Apple Human Interface Guidelines as 14 agent skills covering platforms, foundations, components, patterns, inputs, and technologies for iOS, macOS, vi
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui
Huashu / huashu-md-html-inspired magazine article layout for turning Markdown or notes into a polished long-form HTML essay.
Y2K Chrome deck theme — full-bleed 5-stop silver-metal gradient canvas, chrome-clipped headlines, 72% white frosted-glass cards with inset top highlig
Audio generation skill — jingles, beds, voiceover, and sound effects. Routes music requests to Suno V5 / Udio / Lyria, speech to MiniMax TTS / FishAud
Audit a python-pptx export against its source HTML deck, identify layout/content drift (footer overflow, cropped content, missing italic/em, lost styl
Bauhaus Primary — design-history geometric deck style from the lewislulu/html-ppt-skill bauhaus theme. Aged canvas
Bento Insight Grid (便当格洞见) — Apple Keynote / QBR-school bento decks generated from the「Bento便当格模块网格 / Bento Grid」spec (neutral school #1, 95% fidelity
Use this plugin when the user wants a "Liquid Background Hero" HyperFrames motion video — WebGL-style fluid displacement background with a quote overl
WebGL-style fluid displacement background with a quote overlay, suited to video intros, landing heroes, or posters.
Biennale Yellow — Solar yellow on warm parchment with deep indigo serif and atmospheric sun-glow gradients. Anything that should feel like an art-bien
A long-form article / blog post — masthead, hero image placeholder, article body with figures and pull quotes, author byline, related posts. Use when
Blue Professional — Cream paper background with electric cobalt blue accents; clean modern professional. Anything that should feel modern-considered a
BlockFrame — Neobrutalist deck with pastel-neon color blocks and chunky black borders. Anything that should feel pop-graphic and design-led: indie Saa
Bold Poster — Editorial poster aesthetic with massive Shrikhand display and a single fire-engine red accent. Anything that should land like a magazine
Broadside — Dark editorial canvas with a single fire orange accent and bilingual Latin/Chinese type stack. Anything that should land like a broadside
Transform rough ideas into fully-formed designs through structured questioning and alternative exploration. Useful early in concept work.
Apply Anthropic's official brand colors and typography to artifacts for consistent visual identity and professional design standards. A reference for
Premium brand-kit image generation skill for creating high-end brand-guidelines boards, logo systems, identity decks, and visual-world presentations.
Build complex claude.ai HTML artifacts with React and Tailwind. Anthropic's reference workflow for shipping rich, embeddable artifacts.
Run the project's build / typecheck / lint / test commands and emit the build.passing + tests.passing signals devloop convergence reads.
Capsule — Modular pill-shaped cards on warm bone with a full pastel-pop palette. Anything that should feel modular, modern, and a little Y2K: lifestyl
Cartesian — Quiet warm-neutral palette with classical Playfair serifs; tasteful and unhurried. Anything that should feel quiet, considered, and grown-
Create beautiful visual art in PNG and PDF documents using design philosophy and aesthetic principles for posters, illustrations, and static pieces.
Twitter quote or data card designed to pair with a post.
Xiaohongshu-style knowledge cards, arranged as a swipeable multi-card carousel.
Use this plugin when the user wants a premium, GSAP-driven cinematic B2B landing page: a scroll-driven full-screen video slider hero with clip-path el
Structured medical case presentation for clinical rounds, conferences, and documentation. Generates SOAP-format or narrative case reports with physiol
Cobalt Grid — Electric cobalt italic serifs on a graph-paper canvas, anchored by stair-stepped pixel-glitch decorations and slim hairline rules. Anyth
Coral — Cream and coral on near-black, set in oversized Bebas Neue. Anything that should feel warm-graphic and editorial: fashion, beauty, fitness, F&
Read an existing repository's structure into the project cwd as a normalised snapshot the agent can analyse without re-walking the tree on every turn.
Write and rewrite marketing copy for landing pages, homepages, and ads. Useful as a copy chief partner during launches.
A portable community plugin for validating Open Design plugin import flows.
Turn a long-form article, thread, memo, or product narrative into a compact clickable capability map with a workflow loop, use-case matrix, and respon
A small community registry starter plugin used to verify Open Design marketplace install flows.
Extract and analyze competitors' ads from ad libraries to understand messaging and creative approaches that resonate.
Color science expert skill with 286K words of reference material covering OKLCH/OKLAB, palette generation, accessibility/contrast, color naming, pigme
Self-contained floating chat widget with welcome screen, social links, meeting button, and message input. Single HTML file, zero dependencies.
Connect Figma design components to code components using Code Connect so design-system updates flow into the codebase automatically.
Use this plugin when the user wants a high-end, dark cinematic hero section for a coding-education / bootcamp landing page (CodeNest): full-screen HLS
Create a concise HTML pitch deck for an early-stage product, with a strong narrative arc and finance-ready slide structure.
Create a polished operations dashboard prototype with dense KPIs, status tables, and a focused command-center layout.
Create a refreshable live operations artifact for customer success, support, or launch review workflows.
Use this plugin when the user wants a video concept, storyboard, shot list, prompt pack, or render-ready motion brief for a product, campaign, or expl
Use this plugin when the user wants a HyperFrames-ready HTML motion composition, launch animation, kinetic typography clip, product reveal, or social
Creative Mode — Cream paper canvas with confident multi-color (green, pink, orange, yellow) accents and Archivo Black display. Anything that should fe
Use this plugin when the user wants image assets, posters, social visuals, ad concepts, or a small campaign image system from a creative brief.
AI creative director with recursive self-assessment: 20+ methodologies (SIT, TRIZ, Bisociation, SCAMPER, Synectics), 3-axis evaluation calibrated agai
Create animated GIFs optimized for Slack with validators for size constraints and composable animation primitives.
Create a new blank Figma Design or FigJam file. Useful as the first step in scripted design-system or workshop workflows.
5-dimension critique panel; emits the critique.score signal that drives devloop convergence.
Run a 5-dimension expert design review on any HTML artifact in the project — Philosophy / Visual hierarchy / Detail / Functionality / Innovation, each
Creative Voltage decks: retro-modern electric blue × deep navy split panels, neon yellow badges, halftone dot textures, and script flourishes on a fix
Cursor light trail, chromatic rays, and directional flares for word-by-word quote reveals in video intros.
Discounted cash flow valuation and intrinsic value analysis for public companies. Use when the brief asks for DCF, fair value, intrinsic value, price
Daisy Days — Cheerful pastel deck with hand-drawn daisies, stars, and rainbows. Friendly, soft, and warm. Anything that should feel friendly, soft, an
Turns CSV, Excel, or JSON data into a polished visual report page.
Use this plugin when the user wants a premium liquid-glassmorphism conference / meeting dashboard: dual fullscreen background videos swapped by theme,
Admin / analytics dashboard in a single HTML file. Fixed left sidebar, top bar with user/search, main grid of KPI cards and one or two charts. Use whe
A consumer-feeling dating / matchmaking dashboard — left rail navigation, ticker bar of community signals, headline KPIs, a 30-day mutual-matches bar
16-column grid, one saturated accent, and 22 locked layouts (Klein Blue, Lemon, Mint, Safety Orange).
Locked 1920x1080 canvas deck with React component-level free composition, not bound to a fixed template.
Editorial magazine meets e-ink: 10 layouts and 5 palettes (Ink, Indigo Porcelain, Forest Ink, Kraft Paper, Dune).
Use this plugin when the user wants to deploy an accepted static web artifact to Vercel or prepare an equivalent deployment handoff with preview and p
Extract design tokens (color / typography / spacing) from imported source code, screenshots, or Figma exports into the canonical token bag token-map c
Build a complete design system from scratch with creative risks and realistic product mockups. Useful for kickoff workshops and brand-from-zero work.
Anti-slop frontend skill for landing pages, portfolios, and redesigns. The agent reads the brief, infers the right design direction, and ships interfa
Parse a structured design brief written in I-Lang protocol format into a concrete design spec. Eliminates ambiguity from vague requests like "make it
Create and manage DESIGN.md files. Useful for capturing design direction, tokens, and visual rules in a single source of truth.
The original v1 taste-skill, preserved for projects depending on its exact behavior. The current default is `design-taste-frontend` (v2 experimental),
Use this plugin when the user wants a maximum-effort reasoning workflow for a complex, high-stakes, or ambiguous task.
Designer Who Codes: visual audit then fixes with atomic commits and before/after screenshots. Useful for tightening shipped UI before launch.
A two-spread digital e-guide preview — page 1 is a cover (display title, author, "What's inside" stats, table of contents teaser); page 2 is a spread
Turn-1 discovery question form for ambiguous briefs.
3-5 direction picker that lets the user choose before final generation.
Render the patch-edit run's accumulated changes as a reviewable diff, surface it through a GenUI choice surface, and persist the user's accept / rejec
Swiss-grid fintech deck template in black / warm paper / neon-lime contrast. Use when users ask for premium data-story slides with strict modular layo
Download videos from YouTube and other platforms for offline viewing, editing, or archival with support for various formats and quality options.
Create, edit, and analyze Word documents with tracked changes, comments, and formatting. Useful for design briefs, copy docs, and review-ready deliver
A documentation page — inline-start nav, scrollable article body, inline-end table of contents. Use when the brief mentions "docs", "documentation", "
Warm parchment canvas (#f5f4ed), monochrome ink-blue accent (#1B365D), one serif family, and editorial-grade typography.
Read, create, and edit .docx documents with formatting and layout fidelity via OpenAI's document skill.
Generate creative domain name ideas and check availability across multiple TLDs including .com, .io, .dev, and .ai.
Use this plugin when the user wants a single-page immersive parallax landing page with a scroll-driven portal/curtain entrance and a curved arc card s
Reference-product ecommerce image workflow for generating a compact set of product-faithful main, feature, and lifestyle images from real product refe
Edit existing videos using AI — remix style, upscale, remove background, and add audio via fal.ai's hosted video models.
Editorial-minimalist web prototype. Warm monochrome canvas, serif display + grotesque body, 1px hairline borders, muted pastel chips, generous macro-w
Editorial "Field Notes" report template with soft paper background, serif hero typography, rounded pastel insight cards, and a retention chart panel.
Editorial Tri-Tone — Three-color editorial system: dusty pink, mustard cream, and deep burgundy, set in Bricolage + Instrument Serif. Anything that sh
Editorial studio deck template in burgundy / blush / muted-gold palette. Use when users ask for premium manifesto or culture slides with pill tags, la
Editorial Forest — a quiet, literary HTML deck theme: deep forest green #2e4a2a, dusty pink #e89cb1, and warm cream #efe7d4 paper set in Source Serif
Electric Studio (钴蓝工作室) HTML decks: bold clean vertical split panels — white over cobalt #4361ee — with corner brand marks, a dark accent bar on the p
A brand product-launch email — masthead with wordmark, hero image block, headline lockup with skewed-italic accent, body copy, primary CTA, and a spec
Motion-design follow-up skill inspired by Emil Kowalski's animation guidance. Use after an interface exists to add tasteful micro-interactions, state
Emerald Editorial - magazine-cover business decks: saturated emerald #3CD896 canvas, deep navy #0F1A5C ink, warm paper #F1E9D6 tiles, double-rule mast
Improve prompts with design specs and UI/UX vocabulary. Useful for design-to-code workflows and clarifying requests for visual output.
An engineering runbook — service overview, alerts table, dashboards links, common procedures with copy-pasteable commands, on-call rotation, and an in
Use this plugin when the user wants a premium 'Kova' fintech / banking landing page: a full-screen hero with a boomerang (forward/reverse) video backg
Use this plugin when the user wants an accepted Open Design artifact converted into a Next.js App Router handoff with clean components, styles, assets
Diagnose and fix browser, preview, or Electron export/download failures, especially image export issues involving Save As, Blob/Data URLs, the File Sy
Use this plugin when the user wants to create, improve, validate, publish, or submit an Open Design plugin using the plugin spec, examples, and PR wor
Create talking head videos and lip sync audio to video via fal.ai. Useful for explainer avatars, multilingual dubbing previews, and social cuts.
A Frequently Asked Questions (FAQ) page with collapsible accordion sections, search functionality, and category filtering. Use when the brief asks for
Real-time and streaming AI image generation via fal.ai. Suited for moodboard exploration, draft variations, and rapid creative iteration.
Virtual try-on — see how clothes look on a person via fal.ai's hosted try-on models. Useful for ecommerce, lookbooks, and styling experiments.
Generate images and videos with Kling O3 — Kling's most powerful model family — via fal.ai.
Analyze images — segment objects, detect, run OCR, describe, and answer visual questions via fal.ai vision models.
Train custom AI models (LoRA) on fal.ai for personalized image generation tailored to a brand, character, or style.
AI-powered image editing with style transfer, background removal, object removal, and inpainting via fal.ai hosted models.
Generate 3D models from text or images via fal.ai. Useful for game assets, AR previews, product mockups, and concept sculpting.
Restore and fix image quality — deblur, denoise, fix faces, and restore old documents using fal.ai's hosted restoration models.
Generate images and videos using fal.ai AI models. Production-grade catalogue covering Flux, SDXL, ideogram, and other community-hosted endpoints.
Upscale and enhance image and video resolution using AI super-resolution models hosted on fal.ai.
Pull a Figma file's node tree, design tokens, and embedded assets into the project cwd as a structured snapshot.
Quarterly / monthly financial report — masthead with KPIs, revenue and burn charts, P&L summary table, top-line highlights, and an outlook paragraph.
Generate project-specific design system rules for Figma-to-code workflows. Useful for capturing tokens, naming, and lint rules in one source.
Translate Figma designs into production-ready code with 1:1 visual fidelity. Useful for handing off Figma frames straight to a frontend agent.
Build or update a professional-grade design system library in Figma from a codebase. Useful for keeping the Figma source of truth in sync with shipped
Run Figma Plugin API scripts for canvas writes, inspections, variables, and design-system work. Prerequisite for every other Figma skill in this catal
Build or update screens in Figma from code or description using design system components. Translate app pages into Figma using design tokens.
Team-management dashboard skill in the FlowAI aesthetic — three tabs (Team Members, Team Details, Activity Log), KPI stat row, member table, role dist
Implement animated effects, transitions, and motion in Flutter apps. Useful for native iOS/Android motion design.
Create editorial 'physical notebook' HTML decks: a cream paper card floating on a dark ground, mint/lavender/pink/sky index tabs on the right edge, bi
SVG curve connectors, sticky-note nodes, and cursor interaction with a whiteboard-brainstorm feel.
Film light leaks, grain, 16:9 letterbox, and large serif type for cinematic openings or chapter cards.
NYT-newsroom typography, staggered reveal animation, and editorial-grade charts (line, bar, or range band).
Segmented logo assembly, glow bloom, and tagline reveal for video outros or brand closing frames.
Realistic macOS notification banner with app icon, title, and body, suited to video overlays or product teasers.
Generate animation-rich HTML presentations with visual style previews. Useful for online keynotes, embedded talks, and interactive briefs.
Digital glitch, chromatic offset, and data-corruption title frame for video transitions or cyberpunk heroes.
Create visually strong landing pages, websites, and app UIs with restrained composition. OpenAI's production frontend playbook.
Full-stack frontend with cinematic animations, AI-generated media via MiniMax API, and generative art. Useful for hero pages and showcase sites.
Create distinctive, production-grade frontend interfaces with strong visual direction, polished typography, considered layout, and working HTML/CSS/JS
Overrides default LLM truncation behavior. Enforces complete code generation, bans placeholder patterns, and handles token-limit splits cleanly. Apply
Capture full-page screenshots of web pages via Chrome DevTools Protocol with zero dependencies. Useful for portfolios, case studies, and audit reports
A multi-frame gamified mobile-app prototype — three phone frames on a dark showcase stage. Frame 1: cover / poster, Frame 2: today's quests with XP ri
GitHub repository analytics dashboard — stars, forks, contributors, issues, pull requests, recent activity, and top contributors. Use when the brief a
Convert photos into animated GIF stickers in Funko Pop / Pop Mart style via the MiniMax API. Useful for personalized chat stickers and avatar packs.
Golden Circle Diagram (黄金圆环图解) — Sinek/TED-school diagrammatic minimalism, generated from the 中性派「单图母图概念图解 / Diagrammatic Minimalism」spec of 花叔 (alcha
Elite UX/UI & Advanced GSAP Motion Engineer. Enforces Python-driven true randomization for layout variance, strict AIDA page structure, wide editorial
Grove — Forest-green canvas with cream type, classical Playfair serifs, and a single rust accent. Anything that should feel organic, considered, and g
Official GSAP skill for the core API — gsap.to(), from(), fromTo(), easing, duration, stagger, defaults, gsap.matchMedia() (responsive, prefers-reduce
Official GSAP skill for gsap.utils — clamp, mapRange, normalize, interpolate, random, snap, toArray, wrap, pipe. Use when the user asks about gsap.uti
Official GSAP skill for React — useGSAP hook, refs, gsap.context(), cleanup. Use when the user wants animation in React or Next.js, or asks about GSAP
Official GSAP skill for timelines — gsap.timeline(), position parameter, nesting, playback. Use when sequencing animations, choreographing keyframes,
Official GSAP skill for performance — prefer transforms, avoid layout thrashing, will-change, batching. Use when optimizing GSAP animations, reducing
Official GSAP skill for GSAP plugins — registration, ScrollToPlugin, ScrollSmoother, Flip, Draggable, Inertia, Observer, SplitText, ScrambleText, SVG
Official GSAP skill for Vue, Svelte, and other non-React frameworks — lifecycle, scoping selectors, cleanup on unmount. Use when the user wants animat
Official GSAP skill for ScrollTrigger — scroll-linked animations, pinning, scrub, triggers. Use when building or recommending scroll-based animation,
Generate hand-drawn Excalidraw diagrams from a prompt — animated SVG, hosted edit link, and PNG export. Works with Claude Code, Codex, Gemini CLI, and
Create, repair, validate, preview, and package Codex-compatible animated pet spritesheets from character art, screenshots, generated images, or visual
Push the run's accepted artifact to a downstream collaboration surface (cli, other code agents, cloud, desktop) and stamp the artifact manifest with t
Anti-AI-slop design skill for greenfield pages, audits, redesigns, and design extraction from URLs or screenshots. Use when the user asks to build a n
Teaches the AI to design like a high-end agency. Defines the exact fonts, spacing, shadows, card structures, and animations that make a website feel e
Use this plugin when the user wants a premium dark single-page portfolio landing: cinematic HLS hero video, Instrument-Serif italic display type, a lo
Memphis Pop deck — 80s Memphis design as a locked single-theme HTML deck. Warm cream canvas tiled edge-to-edge with a pink/teal/yellow confetti-dot pa
Retro TV deck — 80s/90s picture-tube nostalgia as a locked single-theme HTML deck. Warm cream canvas with CRT scanlines overlaid on every slide, curve
True Blueprint deck theme — blueprint-blue
A new-hire onboarding plan as a single page — first week schedule, buddy + manager intro, learning track, equipment checklist, and "you're set when…"
Keynote Black (黑场大数字) — Jobs-2007 / Lei-Jun-launch-event black-stage keynote decks, generated from the「黑底巨型数字剧场 / Black Big-Number Stage」spec in 花叔 (a
Luxe Whitespace (奢华留白) — quiet-luxury presentation decks adapted from the ppt-build showcase of 花叔 (alchaincyf)'s huashu-design. 70%+ whitespace on a
Pentagram Info-Architecture (信息建筑·红) — rational Swiss-grid data decks adapted from the ppt-pentagram showcase of 花叔 (alchaincyf)'s huashu-design. Blac
Huashu Slides — publication-grade single-file HTML decks, distilled from the slides workflow of 花叔 (alchaincyf)'s huashu-design skill. Editorial gramm
Narrative Sparkline (叙事波形) — Duarte-style narrative decks generated from the Sparkline叙事波形 spec (中性派, 还原91%) in 花叔 (alchaincyf)'s huashu-design refere
Takram Soft Tech (东方柔光科技) — soft, Eastern-philosophy tech decks adapted from the ppt-takram showcase of 花叔 (alchaincyf)'s huashu-design. Warm rice-pap
Studio — Black canvas with electric-yellow type; high-voltage design studio aesthetic. Anything that should feel electric and design-led: studio crede
16:9 HTML deck in editorial-minimalist taste. Warm cream slides, serif display + grotesque body, hairline rules, monospace meta, generous macro-whites
HTML PPT Studio — author professional static HTML presentations in many styles, layouts, and animations, all driven by templates. Use when the user as
奶油蓝图架构 deck — 奶油纸
Online-course / workshop module deck — warm paper background + Playfair serif, persistent left sidebar of learning objectives, MCQ self-check page. Us
柔和马卡龙慢生活 deck — 奶油
演讲者模式专用 deck — tokyo-night 默认主题，5 套主题 T 键切换，每页带 150-300 字逐字稿示例（），按 S 打开 popup（CURRENT / NEXT / SCRIPT / TIMER 四张磁吸卡片）。用于技术分享、公开演讲、课程讲解，怕忘词或要提词器的场景。
Pink Script — After Hours — Black canvas, hot pink accent, pearl-cream paper, Instrument Serif headlines: late-night editorial luxury. Anything that s
Scatterbrain — Post-it inspired: pastel sticky notes, Caveat handwriting, Shrikhand and Zilla Slab type stack. Anything that should feel like a design
红琥珀警示 deck — 顶/底 45° 红黑 hazard 条纹、红色删除线否定标题、L1/L2/L3 绿/琥珀/红 tier 卡片、圆点状态 alert box、policy-yaml 代码块（红左边框 + bad 关键词高亮）、红绿 checklist、Q1 事故堆叠柱状图。适合安全 / 风险
Launch keynote deck — dark hero + light content, warm orange→peach accent, feature cards, pricing tiers, CTA. Use when announcing a product, launching
GitHub 暗紫渐变 deck — GitHub-dark
暗终端 honest-review deck —
Team weekly / status-update deck — corporate clarity, 8-cell KPI grid, shipped list, 8-week bar chart, next-week table. Use for 周报, business reviews,
Retro Zine — Beige paper with green accent and Bebas Neue + Caveat: a riso-printed zine in HTML form. Anything that should feel printed, lo-fi, and cr
暗底知识图谱 deck —
Retro Windows — Windows 95 chrome: gray title bars, MS Sans Serif, pixel typography, full nostalgia. Anything that should feel knowingly nostalgic: re
Playful — Sun-warm peach background with Syne display: a friendly indie launch deck. Anything that should feel warm, indie, and approachable: creator
Vellum — Deep navy canvas with warm-yellow italic Cormorant serifs and a single dusty teal accent. A quiet, scholarly aesthetic. Anything that should
16:9 HTML deck in tactical-telemetry / CRT-terminal taste. Deactivated-CRT charcoal slides, white-phosphor monospace, hazard-red accent, scanline over
Soft Editorial — Cormorant Garamond serif on warm paper with sage, blush, and lemon accents. Anything that should feel literary, elegant, and unhurrie
Conference / internal tech-talk deck — GitHub-dark, JetBrains Mono, terminal code blocks, agenda + Q&A pages. Use for engineering presentations, inter
Monochrome — Ivory ledger paper with all-black type; Lora serif headlines, Jost body, no color at all. Anything that should feel like a hand-typeset l
Long Table — Warm cream and rust-red supper-club aesthetic with bold uppercase grotesk headlines, italic Fraunces, and pill-shaped outlined buttons. A
Pin & Paper — Yellow paper with safety-pin illustrations, ink-blue handwritten Caveat, paper-grain texture. Anything that should feel hand-crafted, wa
Neo-Grid Bold — Editorial neo-brutalism with a single neon yellow accent on off-white paper. Anything that should feel confident and editorial-graphic
Raw Grid — Neo-brutalist deck with thick borders, offset shadows, and a pink/sage/ink palette. Anything that should feel direct and graphic-confident:
Investor-ready 10-slide HTML pitch deck — white + blue→purple gradient hero, big numbers, traction bar chart, $4.5M-style ask page. Use when the user
8-Bit Orbit — Pixel-art neon arcade aesthetic on a deep navy void. Anything that should feel like a CRT screen at 2am: cyberpunk, gaming, web3, indie
白底杂志风 deck — 纯白背景 + 顶部 10 色彩虹 bar、80-110px display 标题、紫→蓝→绿→橙→粉渐变文字、马卡龙软卡片组（粉/紫/蓝/绿/橙）、黑底白字 .focus pill、引用大块。同时适合发小红书图文 + 横版 PPT 双用。
Signal — Deep navy canvas with bone paper and a single muted-gold accent; institutional with quiet weight. Anything that should feel weighty, consider
Stencil & Tablet — Bone paper with stencil-cut headlines and a six-color earth palette: archaeology meets brand. Anything that should feel archival, t
Mat — Dark sage canvas with bone paper and burnt-orange accent; mid-century modern with wood undertones. Anything that should feel mid-century, tactil
Sakura Chroma — Vintage Japanese cassette-package aesthetic: cream paper, diagonal rainbow ribbons, condensed bold type, JIS-style spec checkboxes. An
Retro Quarterly Review presentation template in a bold blue + orange editorial language. Use when users ask for a high-impact quarterly review / roadm
People's Platform (Block & Bold) — Activist poster energy: blue, orange, red on cream, with Alfa Slab + Caveat Brush. Anything that should feel honest
Hyperframes / Remotion-compatible continuous frame animation with autoplay support.
Create video compositions, animations, title cards, overlays, captions, voiceovers, audio-reactive visuals, and scene transitions in HyperFrames HTML.
Investment-banking pitch book for strategic alternatives — trading comps, precedent transactions, valuation football field, DCF sensitivity, strategic
Single-image generation skill for posters, key art, and editorial illustrations. Defaults to gpt-image-2 but is provider-agnostic — the same workflow
Generate and edit images using OpenAI's Image API for project assets — UI mockups, icons, illustrations, social cards, and visual references.
Elite mobile app image-generation skill for creating premium, app-native screen concepts and flows. Designed for iOS, Android, and cross-platform mobi
Generate images using Google Gemini's image generation API for UI mockups, icons, illustrations, and visual assets.
Follow-up design polish skill inspired by Impeccable. Use after a web or HTML artifact exists to audit, critique, polish, animate, harden, and prepare
Use this plugin when the user provides a screenshot or image reference and wants it reconstructed as an editable Open Design prototype with sensible c
Image generation endpoints and available styles via the Venice.ai API.
Elite frontend image-direction skill for generating premium, conversion-aware website design references. CRITICAL OUTPUT RULE — generate ONE separate
Improve image and screenshot quality by enhancing resolution, sharpness, and clarity for professional presentations and documentation.
Elite website image-to-code skill for Codex. For visually important web tasks, it must first generate the design image(s) itself, deeply analyze them,
Image edits, upscaling, and background removal via the Venice.ai API.
Raw mechanical interfaces fusing Swiss typographic print with military terminal aesthetics. Rigid grids, extreme type scale contrast, utilitarian colo
Use this plugin when the user wants a premium dark editorial landing page with an Instrument-Serif headline, liquid-glass nav/cards, a crossfading ful
A printable invoice page — sender + recipient block, line items table, tax breakdown, totals, and payment instructions. Use when the brief mentions "i
Produce a print-grade slide deck in the kami (紙 / 纸) design system — warm parchment background (or ink-blue for cover / chapter slides), serif at one
Produce a print-grade single-page kami (紙 / 纸) document — warm parchment canvas, ink-blue accent, serif at one weight, no italic, no cool grays. The o
Kanban / task board with columns (To do / In progress / In review / Done), draggable-looking cards, assignee avatars, swimlanes, and a top filter bar.
Recent community and social trend research over the last 30 days. Use when the brief asks what people are saying now, recent sentiment, community reac
Use this plugin when the user wants a cinematic, layered-parallax architecture-studio landing page (brand 'Qelora'): fullscreen background video, a gi
Create refreshable, auditable Open Design artifacts backed by connector or local data. Trigger when the user asks for live dashboards, refreshable rep
Notion-style team dashboard rendered as a Live Artifact. A single-page, self-contained HTML dashboard with KPIs, a 7-day sparkline, a real-time activi
Use this plugin when the user wants a dark, luxury single-page landing for an AI web-design agency: cinematic video backgrounds, editorial Instrument
Mobile login and authentication flow screens
Use this plugin when the user wants a cinematic luxury-fragrance / botanical landing page: a fullscreen video hero, a scroll-driven elliptical clip-pa
An editorial-style poster — newsprint paper, dateline, oversized serif headline with a struck-through word and italic accent, a 2-column body block, a
Generates an "editorial magazine × electronic ink" style horizontal-swipe web deck (a single HTML file), with a WebGL fluid background, serif headline
Map an extracted Figma / source-code token bag onto the active OD design system, producing a deterministic mapping the generate stage can consume.
Apply psychological principles and behavioral science to copy and design. Useful for tightening hooks, framing, and pricing presentation.
Meeting notes page — title bar with attendees, agenda checklist, decisions block, action items table with owners + dates, and a "next meeting" footer.
Generate, fill, and reformat PDFs with a token-based design system and 15 cover styles. Useful for branded PDFs, e-guides, and reports.
Clean editorial-style interfaces. Warm monochrome palette, typographic contrast, flat bento grids, muted pastels. No gradients, no heavy shadows.
Professional DOCX document creation and editing using OpenXML SDK. Useful for branded reports, polished proposals, and template-based authoring.
Use this plugin when the user wants a dark, pure-monochrome newsletter / content-platform landing page (Mindloop): fullscreen video hero, Instrument-S
Midnight Editorial deck — cinematic editorial dark theme: deep navy #0f1729 pages with a warm gold #d4a73a accent, Instrument Serif 120px dramatic dis
Modern minimal resume, single A4 page, ready for print or PDF export.
A multi-screen mobile onboarding flow rendered as three phone frames side by side — splash, value-prop, sign-in. Status bar, swipe dots, primary CTA.
Static iPhone and MacBook 3D-style showcase with real HTML embedded on screens, glass-lens refraction, and 360-degree turntable composition.
A single-frame motion-design composition with looping CSS animations — rotating type ring, animated globe, ticking timer, parallax labels. Renders as
A mobile-app screen rendered inside a pixel-accurate iPhone 15 Pro frame on the page. Built by copying the seed `assets/template.html` and pasting one
Music generation queueing, retrieval, and completion endpoints via Venice.ai. Suited for jingles, background loops, and prototype scoring.
Use this plugin when the user wants a cinematic mythic-naturecore landing page — the 'Reverie' template: a scroll-linked zoom-through-a-portal hero wi
AI-powered PPT generation with document analysis and styled images via the NanoBanana stack. Combines image generation with structured deck output.
Default reference pipeline for the new-generation taskKind — discovery → plan → generate → critique with a critique-theater devloop.
Use this plugin when the user wants a dark, space-themed NFT collection landing page ("Orbis.Nft") with full-bleed CloudFront video backgrounds, a liq
Use this plugin when the user wants a premium dark warm-gold single-page marketing site for a secure cloud-storage capacity product: a full-viewport s
Use this plugin when the user wants a "NYT Graph" HyperFrames motion video — Animated data chart in print editorial style
Use this plugin when the user wants a "NYT-Style Data Chart Frame" HyperFrames motion video — NYT-newsroom typography, staggered reveal animation, and
Default reference pipeline for the figma-migration taskKind — figma-extract → token-map → generate → critique.
Open a pull request adding a local Open Design plugin to the Open Design community catalog using gh CLI.
Publish a local Open Design plugin to a new public GitHub repository using gh CLI.
Default reference pipeline for the code-migration taskKind — code-import → design-extract → token-map → rewrite-plan → patch-edit ↔ build-test devloop
One-click contribution flow for Open Design (nexu-io/open-design) — even for non-coders. Pick one of four cards (ship a Skill or Design System you mad
Default reference pipeline for image, video, and audio projects — routes through media-image / media-video / media-audio atoms based on the project ki
Hidden fallback scenario for free-form Home prompts. Ask the task type first, then continue through the matching Open Design flow.
Package the user's just-finished work as an Open Design plugin without asking for fields the project files already answer, then surface the existing A
Guided scenario for creating an Open Design plugin folder that can be installed into My plugins.
OKR tracker page — quarter banner, three objectives with their key results as progress bars, owner avatars, status pills, and a "this quarter at a gla
Produce a single-file slide deck in the Atelier Zero visual language (warm-paper background, italic-serif emphasis spans, coral terminating dots, surr
Produce a world-class single-page editorial landing site in the Atelier Zero visual language (Monocle / Apartamento / Études editorial collage) — the
Open Orbit briefing skill — selected by the Orbit pipeline when Notion is the user's only connected connector, or when the user explicitly scopes thei
Open Orbit briefing skill — selected by the Orbit pipeline when Linear is the user's only connected connector, or when the user explicitly scopes thei
Open Orbit briefing skill — selected by the Orbit pipeline when Gmail is the user's only connected connector, or when the user explicitly scopes their
Open Orbit briefing skill — selected by the Orbit pipeline when GitHub is the user's only connected connector, or when the user explicitly scopes thei
Open Orbit briefing skill — selected by the Orbit pipeline when the user has two or more connectors connected. Pulls the past 24 hours of activity fro
Apply one rewrite-plan step at a time as small reviewable file edits, never rewriting whole files when a localised change suffices.
Design and optimize upgrade screens, paywalls, and upsell modals. Useful for SaaS conversion design and pricing-page experiments.
Extract text, create PDFs, and handle forms. Useful for press releases, branded one-pagers, and printable design deliverables.
Generate and edit images and videos with an 85+ API portfolio and build visually appealing website pages via Pixelbin.
Product spec / PRD as a single page — problem, success metrics, scope, user stories, design notes, rollout plan, open questions. Use when the brief me
300+ design rules from Apple HIG, Material Design 3, and WCAG 2.2 for cross-platform apps. Useful when shipping a single design across iOS, Android, a
Senior Designer review: rates each design dimension 0-10, explains what a 10 looks like, and flags AI Slop signals. Useful as a gate before merging UI
Read, generate, and adjust PowerPoint slides, layouts, and templates. Useful for executive decks, training material, and product reviews.
Apple Keynote-quality slides, one card per screen, with keyboard left/right navigation.
Create and edit PowerPoint presentations from scratch with PptxGenJS — MiniMax's production-tested deck pipeline.
Vertical poster or Moments-style share image with strong visual impact.
Safely track pull request feedback, resolve review comments or merge conflicts, validate fixes, and use a read-only cross-review before committing or
A standalone pricing page — header, plan tiers, feature comparison table, and an FAQ. Use when the brief asks for "pricing", "plans", "subscription ti
Turn vague taste, screenshots, URLs, product notes, or "make it feel like this" references into a grounded DESIGN.md plus an implementation handoff. U
Author a long-running multi-file rewrite plan that subsequent patch-edit + diff-review + build-test stages will execute, with explicit ownership bound
Single-file horizontal-swipe HTML deck in the style of Replit Slides's landing-page template gallery. Eight distinct themes (helix, holm, vance, bevel
Upgrades existing websites and apps to premium quality. Audits current design, identifies generic AI patterns, and applies high-end design standards w
Realistic Reddit post card with vote rail and comment count, suited to video overlays or story sharing.
Turn messy user research notes, interviews, support tickets, surveys, and product context into an evidence-backed decision room: a single HTML artifac
Use this plugin when the user has an existing Open Design artifact and wants targeted critique, patching, brand tightening, responsive fixes, or quali
Discover, compare, and run AI models using Replicate's API. Strong fit for image, audio, and video generation pipelines that swap models frequently.
Programmatic video creation with React. Useful for branded explainers, social cuts, dashboards-to-video, and reproducible motion graphics.
Release notes one-page HTML with highlights, Added, Fixed, Breaking changes, Known issues, and Upgrade note. Writes explicit "None" style sections whe
Single-page SaaS landing with hero, features, social proof, pricing, and CTA. Respects the active DESIGN.md color/typography/layout tokens. Trigger ke
Phase 1 sample plugin synthesizing a SKILL.md frontmatter for backwards-compat tests.
Generate marketing screenshots with Playwright. Useful for landing-page hero shots, App Store screenshots, and changelog visuals.
Capture desktop, app windows, or pixel regions across OS platforms. Useful for marketing screenshots, design reviews, and bug reports.
Single-file horizontal-swipe HTML deck. Built by copying the seed `assets/template.html` (which carries the proven 5-rule iframe nav script) and pasti
Use this plugin when the user wants to package an accepted plugin or artifact as a GitHub pull request for Open Design or another target repository.
Build UI components with shadcn/ui. Pairs with the Stitch design loop to ship structured, accessible components quickly.
Short-form video generation skill — 3-10 second clips for product reveals, motion teasers, ambient loops. Defaults to Seedance 2 but works the same wi
GLSL shader techniques for ray marching, fluid simulation, particle systems, and procedural generation. Useful for hero visuals and motion stills.
Use this plugin when the user wants a premium private-jet landing page hero: a fullscreen autoplay CloudFront video background, a max-w-7xl nav with a
Create and edit .pptx presentation decks with PptxGenJS. Useful for sales decks, kickoff briefs, and design-system showcases.
Generate spoken audio from text using OpenAI's API with built-in voices. Useful for narrated explainers, lecture audio, and quick voiceover tracks.
Spotify Now Playing-style card with album art, progress bar, and playback controls, suited to video overlays or personal homepages.
A pixel / sprite-style animated explainer slide — full-bleed cream stage, bold display year, animated pixel-art mascot (e.g. Hanafuda card, mushroom,
Creator-facing social media analytics dashboard in a single HTML file. A platform switcher (X / LinkedIn / YouTube / Instagram), a row of KPI cards (f
A three-card social-media carousel laid out as 1080×1080 squares — three cinematic, on-brand panels with display headlines that connect across the ser
社媒矩阵数据追踪面板模板（Social Media Matrix Tracker）。 Use when users ask for a cinematic, data-dense social media analytics dashboard with multi-platform metrics
Realistic X post card with engagement metrics (likes, reposts, views), suited to video overlays or shareable image cards.
Generate, remix, and manage short video clips via OpenAI's Sora API. Useful for cinematic shots, b-roll, and rapid concept video iteration.
Iterative design-to-code feedback loop. Critique → adjust → ship cycle for tightening visual fidelity between brief and built UI.
Semantic Design System Skill for Google Stitch. Generates agent-friendly DESIGN.md files that enforce premium, anti-generic UI standards — strict typo
Use this plugin when the user wants a premium awards / venture-prize landing page in the Launchex Awards style: an inset white card shell with rounded
SwiftUI 前端设计 skill — anti AI-slop rules, design direction advisor, brand asset protocol, and five-dimension review. Works with Claude Code, Cursor, Co
Swiss-style user-research narrative template in warm-paper editorial aesthetics. Use when users ask for a premium research deck or story-first live ar
Swiss-inspired creative-mode presentation template skill with bold editorial typography, high-contrast geometric cards, interactive slide navigation,
Terminal Mono deck theme: developer-native near-black #0a0e14 ground, Geist Mono everywhere (large weight-400 mono titles, never bold display), Dracul
Three.js skills for creating 3D elements and interactive experiences in the browser — scenes, materials, controls, and post-processing.
Apply professional font and color themes to artifacts including slides, docs, reports, and HTML landing pages. Ships 10 pre-set themes.
TodoWrite-driven plan that the agent commits to before generation.
Professional trading analysis dashboard template (single-file HTML) with light/dark theme switch, dense market panels, chart interactions, demo/live p
Wrap any HTML artifact with a side panel of live, parameterized controls — accent color, type scale, density, motion, theme — that rewrite CSS custom
Opinionated, evolving constraints to guide agents when building interfaces. Useful for keeping output coherent across many small UI pieces.
Catalog-only UI/UX Pro Max entry. The full upstream templates, data, and search workflow are not bundled in Open Design.
Use this plugin when the user wants a "VFX Text Cursor" HyperFrames motion video — Cursor light trail, chromatic rays, and directional flares for word
Video generation and transcription workflows via the Venice.ai API.
Text-to-speech models, voices, formats, and streaming via Venice.ai. Useful for narration, voiceover, and conversational agent voices.
Use this plugin when the user wants a high-end luxury real-estate / architecture landing page with cinematic scroll choreography: a typewriter preload
Use this plugin when the user wants a "Vignelli" HyperFrames motion video — Bold typography with red accents
Use this plugin when the user wants a "Pentagram Stat Frame" HyperFrames motion video — Swiss-grid statistic anchor — giant number, red accent, growin
Use this plugin when the user wants a "Logo Outro Frame" HyperFrames motion video — Segmented logo assembly, glow bloom, and tagline reveal for video
Use this plugin when the user wants a "Kinetic Type" HyperFrames motion video — Bold kinetic typography promo
Use this plugin when the user wants a "Bold Poster Frame" HyperFrames motion video — A 1970s European editorial poster in motion — a red rule draws ac
Use this plugin when the user wants a "Product Promo · 30s" HyperFrames motion video — Multi-scene 30-second product promo: problem-type intro, brand
Use this plugin when the user wants a "Data Rollup Frame" HyperFrames motion video — A native Remotion data frame — bars grow from zero by real data v
Use this plugin when the user wants a "Product Promo" HyperFrames motion video — Multi-scene product showcase with SVG assets
Use this plugin when the user wants a "Bold Signal Frame" HyperFrames motion video — Bold colored card on a dark gradient — big section number, nav br
Use this plugin when the user wants a "Build Minimal Frame" HyperFrames motion video — Luxury-minimal whitespace hero — single word reveals letter by
Use this plugin when the user wants a "Light-Leak Cinematic Frame" HyperFrames motion video — Film light leaks, grain, 16:9 letterbox, and large serif
Use this plugin when the user wants a "Takram Organic Frame" HyperFrames motion video — Soft-tech radial node graph as art — frosted rounded card, cur
Use this plugin when the user wants a "Play Mode" HyperFrames motion video — Playful elastic animations
Use this plugin when the user wants a "Swiss Grid" HyperFrames motion video — Structured grid layout
Use this plugin when the user wants a "Creative Voltage Frame" HyperFrames motion video — Electric split with hand-drawn script — offset panels slide
Use this plugin when the user wants a "Glitch Title Frame" HyperFrames motion video — Digital glitch, chromatic offset, and data-corruption title fram
Use this plugin when the user wants a "Electric Studio Frame" HyperFrames motion video — Two-panel split with quote as hero — white/blue panels open f
Use this plugin when the user wants a "Warm Grain" HyperFrames motion video — Cream aesthetic with grain texture
Use this plugin when the user wants a "Decision Tree" HyperFrames motion video — Animated flowchart with branching paths
Minimal pre-launch landing with email capture, brand logo, and optional decorative layer. Reads DESIGN.md for colors, typography, and layout rules. Be
Single-file horizontal-swipe slide deck for a weekly team update — shipped, in flight, blocked, metrics, asks. 6–8 slides. Use when the brief mentions
Web design guidelines and standards by the Vercel engineering team. Covers layout, typography, color, motion, and accessibility for product UI.
Swiss industrial-print web prototype. Newsprint canvas, monolithic black grotesque, viewport-bleeding numerals, hairline grid dividers, hazard-red acc
General-purpose desktop web prototype. Single self-contained HTML file built by copying the seed `assets/template.html` and pasting section layouts fr
Apple-tier soft web prototype. Silver/cream canvas, double-bezel cards, button-in-button CTAs, generous squircle radii, spring motion, ambient mesh. D
WeRead-inspired HyperFrames video template for vertical annual reading reports, personal reading dashboards, book-note recaps, and shareable year-in-r
A hand-drawn wireframe exploration — graph-paper background, marker / pencil tone, multiple tab labels for variants, sticky-note annotations, scribble
WordPress Design System. Apply WordPress's official design tokens, typography, and component patterns to themes and sites.
YouTube clip generation and editing with automated workflows — pull source video, slice highlights, add captions, and export.
Teaches the agent to produce D3 charts and interactive data visualizations. A comprehensive D3.js skill with examples across chart types and technique
X/Twitter public sentiment research for recent market, company, product, or community discourse. Use when the brief asks what people are saying on X,
Use this plugin when the user wants a dark, premium 3D-creator / designer portfolio landing page: a full-viewport hero with a gradient-text headline a
Hyperframes-based video template for retro pixel deck motion design. Use when users want a high-fidelity, multi-scene HTML-to-video composition with a
Użyj, gdy użytkownik prosi o utworzenie, przygotowanie szkieletu lub edycję notatników Jupyter (`.ipynb`) do eksperymentów, eksploracji lub samouczków
Doorzoek de officiële Microsoft-documentatie om concepten, tutorials en codevoorbeelden te vinden voor Azure, .NET, Agent Framework, Aspire, VS Code,
Design and build AI agents for any domain. Use when users: (1) ask to "create an agent", "build an assistant", or "design an AI system" (2) want to un
End-to-end workflow for creating complete JavaScript concept documentation, orchestrating all skills from research to final review
Verify technical accuracy of JavaScript concept pages by checking code examples, MDN/ECMAScript compliance, and external resources to prevent misinfor
Find, evaluate, and maintain high-quality external resources for JavaScript concept documentation, including auditing for broken and outdated links
Perform a focused SEO audit on JavaScript concept pages to maximize search visibility, featured snippet optimization, and ranking potential
Generate comprehensive Vitest tests for code examples in JavaScript concept documentation pages, following project conventions and referencing source
Write or review JavaScript concept documentation pages for the 33 JavaScript Concepts project, following strict structure and quality guidelines
Analyzes your recent Claude Code chat history to identify coding patterns, development gaps, and areas for improvement, curates relevant learning reso
Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback. Identifies when you avoid
Connect Claude to external apps like Gmail, Slack, GitHub. Use this skill when the user wants to send emails, create issues, post messages, or take ac
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feed
Connect Claude to any app. Send emails, create issues, post messages, update databases - take real actions across Gmail, Slack, GitHub, Notion, and 10
Extracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging, problems, and creative approaches ar
Generates creative domain name ideas for your project and checks availability across multiple TLDs (.com, .io, .dev, .ai, etc.). Saves hours of brains
Download YouTube videos with customizable quality and format options. Use this skill when the user asks to download, save, or grab YouTube videos. Sup
Intelligently organizes your files and folders across your computer by understanding context, finding duplicates, suggesting better structures, and au
Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for preparing images for presentation
Automatically organizes invoices and receipts for tax preparation by reading messy files, extracting key information, renaming them consistently, and
Debug LangChain and LangGraph agents by fetching execution traces from LangSmith Studio. Use when debugging agent behavior, investigating errors, anal
Identifies high-quality leads for your product or service by analyzing your business, searching for target companies, and providing actionable contact
Picks random winners from lists, spreadsheets, or Google Sheets for giveaways, raffles, and contests. Ensures fair, unbiased selection with transparen
A skill that creates new Claude skills and automatically shares them on Slack using Rube for seamless team collaboration and skill discovery.
Analyzes job descriptions and generates tailored resumes that highlight relevant experience, skills, and achievements to maximize interview chances
Analyze and optimize tweets for maximum reach using Twitter's open-source algorithm insights. Rewrite and edit user tweets to improve engagement and v
Scrape web pages using Scrapling with anti-bot bypass (like Cloudflare Turnstile), stealth headless browsing, spiders framework, adaptive scraping, an
A skill with consecutive hyphens in the name.
First calendar skill.
A nested skill in a subdirectory.
A skill that cannot be invoked by the model.
A skill with a name that doesn't match the directory.
Example skill loaded from resources_discover
A skill with invalid characters in the name.
[unclosed bracket
This is a multiline description. It spans multiple lines. And should be normalized.
A skill with an unknown frontmatter field.
A valid skill for testing purposes.
Review RTK Rust code for idiomatic simplification. Detects over-engineering, unnecessary allocations, verbose patterns. Applies Rust idioms without ch
Rust design patterns for RTK. Newtype, Builder, RAII, Trait Objects, State Machine. Applied to CLI filter modules. Use when designing new modules or r
Issue triage: audit open issues, categorize, detect duplicates, cross-ref PRs, risk assessment, post comments. Args: "all" for deep analysis of all, i
RTK CLI performance analysis and optimization. Startup time (<10ms), binary size (<5MB), regex compilation, memory usage. Use when adding dependencies
PR triage: audit open PRs, deep review selected ones, draft and post review comments. Args: "all" to review all, PR numbers to focus (e.g. "42 57"), "
Enforces TDD (Red-Green-Refactor) for Rust development. Auto-triggers on implementation, testing, refactoring, and bug fixing tasks. Provides Rust-idi
Triage complet RTK : exécute issue-triage + pr-triage en parallèle, puis croise les données pour détecter doubles couvertures, trous sécurité, P0 sans
TDD workflow for RTK filter development. Red-Green-Refactor with Rust idioms. Real fixtures, token savings assertions, snapshot tests with insta. Auto
Comprehensive Cline SDK skill for building AI agents. Covers the Agent runtime, ClineCore sessions, custom tools, plugins, events, LLM providers, sche
Use when preparing, tagging, and publishing an apps/cli npm release. Guides changelog drafting, apps/cli/package.json version bumps, cli-vX.Y.Z tags,
Create a GitHub pull request following project conventions. Use when the user asks to create a PR, submit changes for review, or open a pull request.
Use when you need to ask questions about a codebase or understand code using a knowledge graph
Analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships
Extract business domain knowledge from a codebase and generate an interactive domain flow graph. Works standalone (lightweight scan) or derives from a
Use when you need to generate an onboarding guide for new team members joining a project
Use when you need to analyze git diffs or pull requests to understand what changed, affected components, and risks
Use when you need a deep-dive explanation of a specific file, function, or module in the codebase
Launch the interactive web dashboard to visualize a codebase's knowledge graph
Analyze a Karpathy-pattern LLM wiki knowledge base and generate an interactive knowledge graph with entity extraction, implicit relationships, and top
Records decisions and documentation. Use when making architectural decisions, changing public APIs, shipping features, or when you need to record cont
Guides stable API and interface design. Use when designing APIs, module boundaries, or any public interface. Use when creating REST or GraphQL endpoin
Automates CI/CD pipeline setup. Use when setting up or modifying build and deployment pipelines. Use when you need to automate quality gates, configur
Breaks work into ordered tasks. Use when you have a spec or clear requirements and need to break work into implementable tasks. Use when a task feels
Tests in real browsers via Chrome DevTools MCP. Use when building or debugging anything that runs in a browser. Use when you need to inspect the DOM,
Simplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code works but is harder to read, maintain, or
Conducts multi-axis code review. Use before merging any change. Use when reviewing code written by yourself, another agent, or a human. Use when you n
Optimizes agent context setup. Use when starting a new session, when agent output quality degrades, when switching between tasks, or when you need to
Guides systematic root-cause debugging. Use when tests fail, builds break, behavior doesn't match expectations, or you encounter any unexpected error.
Manages deprecation and migration. Use when removing old systems, APIs, or features. Use when migrating users from one implementation to another. Use
Subjects every non-trivial decision to a fresh-context adversarial review before it stands. Use when correctness matters more than speed, when working
Drives development with tests. Use when implementing any logic, fixing any bug, or changing any behavior. Use when you need to prove that code works,
Builds production-quality UIs. Use when building or modifying user-facing interfaces. Use when creating components, implementing layouts, managing sta
Structures git workflow practices. Use when making any code change. Use when committing, branching, resolving conflicts, or when you need to organize
Hardens code against vulnerabilities. Use when handling user input, authentication, data storage, or external integrations. Use when building any feat
Refines raw ideas into sharp, actionable concepts through structured divergent and convergent thinking. Use when an idea is still vague, when you need
Extracts what the user actually wants instead of what they think they should want. Achieves this through one-question-at-a-time interview until ~95% c
Instruments code so production behavior is visible and diagnosable. Use when adding logging, metrics, tracing, or alerting. Use when shipping any feat
Delivers changes incrementally. Use when implementing any feature or change that touches more than one file. Use when you're about to write a large am
Optimizes application performance. Use when performance requirements exist, when you suspect performance regressions, or when Core Web Vitals or load
Prepares production launches. Use when preparing to deploy to production. Use when you need a pre-launch checklist, when setting up monitoring, when p
Creates specs before coding. Use when starting a new project, feature, or significant change and no specification exists yet. Use when requirements ar
Grounds every implementation decision in official documentation. Use when you want authoritative, source-cited code free from outdated patterns. Use w
Discovers and invokes agent skills. Use when starting a session or when you need to discover which skill applies to the current task. This is the meta
Use ast-grep (sg) for AST-aware code search and rewrite across 25 languages. Trigger for structural code matching or deterministic codemods: find ever
QA the omo Codex Light edition (lazycodex / packages/omo-codex) itself, in strict isolation so ONLY our plugin is exercised, never the user's real ~/.
Contribute a verified bug fix for LazyCodex, lazycodex-ai, omo-codex, bundled Codex skills, or upstream Codex CLI bugs. Opens a fork PR only for upstr
MUST USE for any real runtime debugging across ANY language or binary — crashes, silent failures, wrong responses, stuck processes, memory leaks, asyn
MUST USE for ANY frontend, web UI, UX, or visual work — building, styling, or redesigning pages/components, React project setup, performance audits, d
Compare HEAD with the latest published npm versions and list all unpublished changes by release layer. Triggers: unpublished changes, changelog, what
Read-only GitHub triage for issues AND PRs. 1 item = 1 background task (category: quick). Analyzes all open items and writes evidence-backed reports t
MUST USE whenever a task needs a commit or git-history investigation. Covers atomic commits, staging, commit-message style, rebase, squash, fixup/auto
(builtin) Initialize hierarchical AGENTS.md knowledge base
Diagnose LazyCodex and Codex CLI installation health against the latest sources. Use whenever the user asks for a doctor or health check, says LazyCod
Create a high-signal bug issue or PR in the repo that owns the defect. Use this whenever the user asks to report, file, open, or triage a LazyCodex, l
Configure a Language Server (LSP) for a specific language so editor/agent tooling — diagnostics, go-to-definition, find-references, rename — works. Us
Easter egg command - about oh-my-opencode. Triggers: omomomo, about, easter egg.
QA opencode itself, per case: verify the CLI/terminal (opencode run, db, serve, export), prove a specific plugin hook/action/event fired via the SSE e
Nuclear-grade 16-agent pre-publish release gate. Runs /get-unpublished-changes to detect all changes since last npm release, spawns up to 10 ultrabrai
MUST USE for ANY work on .py .pyi .rs .ts .tsx .mts .cts .go files. One philosophy: strict types, modern stacks (Pydantic v2 / serde+thiserror / Zod /
Publish oh-my-opencode to npm via GitHub Actions workflow. Argument: . Triggers: publish, release, deploy, npm publish.
Remove AI-generated code smells (slop) from branch changes or an explicit file list. Locks behavior with regression tests FIRST, then runs categorized
Intelligent refactor command. Triggers: refactor, refactoring, cleanup, restructure, extract, simplify, modernize.
Remove unused code from this project with ultrawork mode, LSP-verified safety, atomic commits. Triggers: remove dead code, dead code, cleanup, remove
Post-implementation review orchestrator. Launches 5 parallel background sub-agents: Oracle (goal/constraint verification), Oracle (code quality), Orac
Use when the user asks about Codex Rules behavior, injected project rules, supported rule file locations, matching, or environment configuration.
Team Mode security research skill. Orchestrates 3 vulnerability hunters and 2 PoC engineers to audit a codebase in parallel, prove exploitability, cla
Execute a Prometheus work plan in Codex with Boulder state, evidence ledger updates, worktree discipline, parallel subagents, and Stop-hook continuati
Thorough, file-cited technical debt audit across 9 dimensions using AST-grep (tree-sitter), grep, language-native tooling, and optionally CodeGraph kn
Maximum-saturation research orchestration: parallel explore+librarian swarms across codebase, web, official docs, and OSS repos; a recursive EXPAND lo
MUST USE for planning before coding: 5+ steps, ambiguous scope, multiple modules, architecture decisions, a vague 'just make it good / figure out what
Rigorous visual QA for any UI you built or changed, across BOTH web/page UIs and TUI/terminal UIs. MUST USE after building or changing any UI to verif
Full PR lifecycle in an isolated git worktree: implement via the ulw-loop skill with mandatory evidence-bound manual QA → detailed English PR → verifi
Add a new feature flag to gate code changes in the Warp codebase.
Add telemetry events to track user behavior or system events in the Warp codebase. Use when instrumenting new features, debugging issues, or measuring
Use this skill when helping users add MCP servers to their Warp configuration.
Customize Warp keyboard shortcuts (keybindings, keymappings) by editing the user's keybindings.yaml file. Use when the user asks to remap a key combin
Generate a reviewable changelog draft from PRs merged in a release range. Extracts explicit CHANGELOG markers, classifies unmarked PRs, adds external
Build, debug, and optimize Claude API / Anthropic SDK apps. Apps built with this skill should include prompt caching. Also handles migrating existing
Reference guidance for classifying whether an unmarked PR should appear in the changelog and under which category. Used inline by the changelog-draft
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or opt
Create a one-time launch modal in the Warp client (feature announcement, onboarding, etc.). Use when adding a new modal that should appear exactly onc
Create new Warp tab config TOML files from natural-language requests. Use when the user wants a new tab config, a new tab layout, or asks for a slash
Repo-specific dedupe guidance for warp. Only the categories declared overridable by the core dedupe-issue skill may be specialized here.
Use this skill alongside figma-use when the task involves translating an application page, view, or multi-section layout into Figma. Triggers: 'write
Invoke this automatically after completing any user-facing client change, ONLY in non-sandboxed environments and local environments. Verifies changes
Run Warp integration tests with screenshot and video capture, including event overlay annotations for mouse and keyboard input. Use this whenever the
View or modify Warp application settings using the bundled JSON schema for guidance
Launch two parallel Oz cloud agents with computer use to download and install the latest stable Linux Warp build, capture screenshots while walking th
Use Warp's REST API and command line to run, configure, and inspect Oz cloud agents
Repo-specific triage guidance for warp. Only the categories declared overridable by the core triage-issue skill may be specialized here.
Repo-specific review guidance for warp. Only the categories declared overridable by the core review-pr skill may be specialized here.
Fetch and display GitHub PR review comments for the current branch.
Promote a feature-flagged feature to Dogfood, Preview, or Stable in the Warp codebase. Use when a feature behind a FeatureFlag is ready to roll out to
Remove a feature flag after it has been rolled out and stabilized in the Warp codebase.
GitHub
Claude Code
Codex
Replit
Hugging Face
Vercel
Cursor