n8n 开发规范
Quick reference for n8n patterns.
RFC、ADR、设计文档 · 466 个 Skill
Quick reference for n8n patterns.
Guidelines on using Design System styles and components.
Full-stack diagnostic for agent and LLM applications.
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 一个轻量级 CLI 工具,用于在可复现的任务上对编码代理进行头对头比较。
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。
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。
作为代理工程师,采用评估优先执行、分解和成本感知模型路由进行操作。
Build persistent multi-agent operating systems on Claude Code.
检查 Skill 合规性:用分级场景验证规则与 Agent 定义是否真的被遵循。
用于审计Claude技能和命令的质量。
**WORKFLOW SKILL** — Create, update, review, fix, or debug VS Code agent customization files (.instructions.md, .prompt.md, .agent.md, SKILL…
| You are an expert technical writer who creates clear, user-friendly documentation for technical products.
| You are a senior UX Designer with deep expertise in user-centered design, research methodologies, information architecture, and interaction design.
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.
React composition patterns that scale.
Explains how to develop Playwright - add APIs, MCP tools, CLI commands, and vendor dependencies.
Review, improve, rewrite, author, or plan Storybook documentation in /docs.
Build or extend LobeHub Agent Signal pipelines for background or quiet agent work driven by event sources, semantic signals, and action handlers.
End-to-end workflow for creating complete JavaScript concept documentation, orchestrating all skills from research to final review Use this skill to create a complete, high-quality concept page from start to finish.
Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organization.
> Use this skill to parse, convert, chunk, and analyze documents with Docling.
Comprehensive guide for developing in the Astro monorepo.
Agent skill for arch-system-design - invoke with $agent-arch-system-design name: "system-architect" description: "Expert agent for system architecture design, patterns, and high-level technical decisions" type: "architecture" version: "1.0.0"
Agent skill for architecture - invoke with $agent-architecture name: architecture description: SPARC Architecture phase specialist for syste…
Agent skill for code-review-swarm - invoke with $agent-code-review-swarm name: code-review-swarm description: Deploy specialized AI agents t…
> Spawn and coordinate agents for complex multi-agent tasks.
Agent skill for docs-api-openapi - invoke with $agent-docs-api-openapi name: "api-docs" description: "Expert agent for creating and maintaining OpenAPI/Swagger documentation" type: "documentation" version: "1.0.0"
Agent skill for github-modes - invoke with $agent-github-modes name: github-modes description: Comprehensive GitHub integration modes for wo…
Agent skill for neural-network - invoke with $agent-neural-network name: flow-nexus-neural description: Neural network training and deployment specialist.
Agent skill for pseudocode - invoke with $agent-pseudocode name: pseudocode description: SPARC Pseudocode phase specialist for algorithm des…
Agent skill for repo-architect - invoke with $agent-repo-architect name: repo-architect description: Repository structure optimization and m…
Agent skill for safla-neural - invoke with $agent-safla-neural name: safla-neural description: "Self-Aware Feedback Loop Algorithm (SAFLA) neural specialist that creates intelligent, memory-persistent AI systems with self-learning capabilities.
Agent skill for sona-learning-optimizer - invoke with $agent-sona-learning-optimizer name: sona-learning-optimizer description: SONA-powered…
Agent skill for test-long-runner - invoke with $agent-test-long-runner name: test-long-runner description: Test agent that can run for 30+ minutes on complex tasks category: custom You are a specialized test agent designed to handle long-running tasks that may take 30 minutes or more to complete.
Agent skill for v3-integration-architect - invoke with $agent-v3-integration-architect name: v3-integration-architect version: "3.0.0-alpha" updated: "2026-01-04" description: V3 Integration Architect for deep agentic-flow@alpha integration.
Agent skill for v3-memory-specialist - invoke with $agent-v3-memory-specialist name: v3-memory-specialist version: "3.0.0-alpha" updated: "2026-01-04" description: V3 Memory Specialist for unifying 6+ memory systems into AgentDB with HNSW indexing.
Agent skill for v3-queen-coordinator - invoke with $agent-v3-queen-coordinator name: v3-queen-coordinator version: "3.0.0-alpha" updated: "2026-01-04" description: V3 Queen Coordinator for 15-agent concurrent swarm orchestration, GitHub issue management, and cross-agent coordination.
Implement persistent memory patterns for AI agents using AgentDB.
Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying.
Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organization.
UX designer and UI specialist.
Conducts multi-axis code review.
Builds production-quality UIs.
Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design.
Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale.
Build scalable design systems with design tokens, theming infrastructure, and component architecture patterns.
Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications.
Create employment contracts, offer letters, and HR policy documents following legal best practices.
Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization.
Design LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration.
Python design patterns including KISS, Separation of Concerns, Single Responsibility, and composition over inheritance.
Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns.
Interactive lesson-level quiz for Claude Code tutorials.
Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a frontend interface.
Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a frontend interface.
Produce a .pptx file on disk (headless) instead of driving a live PowerPoint document — for managed-agent sessions with no open Office app.
GPT Researcher is an autonomous deep research agent that conducts web and local research, producing detailed reports with citations.
Convert files and office documents to Markdown.
Manage DeepTutor knowledge bases — list, create, search, add documents, delete.
Analyze code changes on the current branch and recommend updates to AGENTS.md files that have become stale.
Validate skill files for structural compliance and behavioral correctness.
Generate self-contained HTML architecture diagrams.
Design systems, services, and architectures.
Navigate and understand codebase structure using the knowledge graph Use the code-review-graph MCP tools to explore and understand the codebase.
Definitive guidelines, contextual awareness strategies, standard terminology, and comment formatting rules for translating code, configurations, and documentation from Chinese to English in this repository.
'Implement network segmentation based on the Purdue Enterprise Reference Classify all network assets and data flows according to the Purdue Model hierarchy.
Automatically detect source types and build AI skills using Skill Seekers.
飞书云文档 / Docx / 知识库 Wiki 文档(v2):创建、打开、读取、获取、查看、总结、整理、改写、翻译、审阅和编辑飞书文档内容。
> Create, edit, and format DOCX documents via CLI tools or direct C# scripts built on OpenXML SDK (.NET).
Generate a Business Model Canvas with all 9 building blocks.
Draft a complete patent application based on: $ARGUMENTS This skill orchestrates the full patent drafting lifecycle -- from prior art search through jurisdiction-formatted filing documents.
**WORKFLOW SKILL** — Create, update, review, fix, or debug VS Code agent customization files (.instructions.md, .prompt.md, .agent.md, SKILL…
Read any common document/data file — PDF, Word (.docx), Excel (.xlsx/.xls), PowerPoint (.pptx), images (OCR), CSV/TSV, plain text, JSON/YAML…
Use when designing new high-level system architecture, reviewing existing designs, or making architectural decisions.
Use when developing firmware for microcontrollers, implementing RTOS applications, or optimizing power consumption.
Use when building game systems, implementing Unity/Unreal Engine features, or optimizing game performance.
Creates and configures NestJS modules, controllers, services, DTOs, guards, and interceptors for enterprise-grade TypeScript backend applications.
Builds and debugs Shopify themes (.liquid files, theme.json, sections), develops custom Shopify apps (shopify.app.toml, OAuth, webhooks), and implements Storefront API integrations for headless storefronts.
Generates Spring Boot 3.x configurations, creates REST controllers, implements Spring Security 6 authentication flows, sets up Spring Data JPA repositories, and configures reactive WebFlux endpoints.
Generates publication-quality figures for ML papers from research context.
开发文档生成规范,快速生成开发文档,自动放到docs目录下,方便技术快速了解项目,能快速入手开发 public function getUserInfo($id) { return $this->where('id', $id)->find();
> SERP-overlap-driven keyword clustering for content architecture.
>- Use when the user wants a shareable assessment:.
Use kordoc for agent-native HWP/HWPX document parsing, JSON extraction, diffing, form-field extraction, and Markdown→HWPX reverse conversion…
Use when the user asks for any kind of slide-based output or wants to turn.
中文文档排版参考——中英文空格、全半角标点、术语保留、链接格式、中文文案排版指北约定。
Turn any codebase into a beautiful, interactive single-page HTML course that teaches how the code works to non-technical people.
Expert guide for designing and building high-quality skills from scratch through structured conversation.
Always use when user asks to create, generate, draw, or design a diagram, flowchart, architecture diagram, ER diagram, sequence diagram, class diagram, network diagram, mockup, wireframe, or UI sketch, or mentions draw.io, drawio, drawoi, .drawio files, or diagram export to PNG/SVG/PDF.
当用户提到企业微信文档、智能表格、创建文档、编辑文档、写文档时启用。
Converts books and documents (PDF, EPUB, DOCX, HTML, Markdown, plain text, RTF, MOBI/AZW with Calibre) into structured agent skills, extracting frameworks, mental models, principles, techniques, and anti-patterns.
Agentic Workflow Pattern Standard multi-agent pipeline for implementation tasks.
Guide for integrating Agentica SDK with Claude Code CLI proxy Use this skill when developing or debugging the Agentica-Claude proxy integration.
Agentica server + Claude proxy setup - architecture, startup sequence, debugging Complete reference for running Agentica SDK with a local Claude proxy.
Spawn Agentica multi-agent patterns Use this skill after user selects an Agentica pattern.
Create high-quality, production-grade skills for Claude Code.
Run a configurable multi-LLM council with personas, budget caps, synthesis, veto gates, and optional implementation handoff.
Persist design documents with branch tracking, revision chains, and cross-session discovery Persist design documents from brainstorming and planning sessions with branch tracking, revision chains, and cross-session discoverability.
Convert markdown to DOCX, PPTX, XLSX, PDF office documents — use when you need exportable deliverables Convert knowledge work outputs from m…
Environment diagnostics — check providers, auth, config, hooks, scheduler, and more Run environment diagnostics across 11 check categories.
Reverse-engineer design systems, tokens, and components from live products or screenshots The extract skill provides comprehensive reverse-engineering capabilities for design systems and product architectures.
Write an AI-optimized PRD using multi-AI orchestration — use when scoping a new feature or product Before writing ANY PRD content, you MUST…
Create Excalidraw diagram JSON files that make visual arguments.
Authoritative ato authoring and review skill: language reference, stdlib, design patterns, and end-to-end board design workflow.
Frontend standards for atopile extension webviews: architecture, contracts, design system, and testing workflow.
Remult patterns - entities, fields, repo() usage, lifecycle hooks, permissions (allowApi + apiPrefilter), upsert, customFilter, sqlExpression, ValueList enums, relations.
万悟平台 SSE 子会话递归嵌套与三明治序列渲染架构指南。
处理 BK-CI Agent 构建机侧能力时使用,例如守护进程、心跳、Ask 轮询、任务拉起、升级更新和与 Dispatch/Worker 的协作。
Best practices for writing and organizing tests with pytest including fixtures, parametrize, and plugins.
Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai).
Umbrella skill for document workflows (PDF/DOCX/XLSX/PPTX).
Convert files and office documents to Markdown.
Coordinate multiple Claude Code sessions as a team — lead + teammates with shared task lists, mailbox messaging, and file-lock claiming.
| 我是童锦程,大家叫我景辰,也叫我"深情祖师爷"。
Authors and structures professional-grade agent skills following the agentskills.io spec.
Use when the user requests diagrams, flowcharts, architecture diagrams, ER diagrams, UML / sequence / class diagrams, network topology, ML/DL model figures (Transformer/CNN/LSTM), mind maps, or any visualization.
| Conseil fiscal pour les particuliers français.
Meta-skill for creating new Claude Code skills with configurable execution modes.
Iterative skill tuning via execute-evaluate-improve feedback loop.
Universal skill diagnosis and optimization tool.
> Build a custom multi-agent collaboration team on OpenClaw — step by step, with correct architecture, workspace files, routing config, and…
Persistent memory system for Claude Code.
>- Sync website documentation with recent code changes.
Comprehensive guide for creating and managing skills in Claude Code with auto-activation system, following Anthropic's official best practices including the 500-line rule and progressive disclosure Automatically activates when you mention: handling.
Extract methodologies from documents or examples to create executable skills Extract actionable methodologies from learning materials (documents, articles, videos) or quality examples (blog posts, designs, code) to generate reusable Skills.
Generating rich inline SVG diagrams to visually explain systems, processes, architectures, and abstract concepts.
Spring Boot 3.x development - REST APIs, JPA, Security, Testing, and Cloud-native patterns.
Creates and structures SKILL.md files for AI coding agents, including YAML frontmatter, trigger phrases, directive instructions, decision trees, code examples, and verification checklists.
PowerPoint slide deck generation and management using python-pptx with YAML-driven content and styling - Brought to you by microsoft/hve-core Generates, updates, and manages PowerPoint slide decks using python-pptx with YAML-driven content and styling definitions.
> Enterprise Database Expertise - Comprehensive database patterns and implementations covering PostgreSQL, MongoDB, Redis, Oracle, and advanced data management for scalable modern applications.
AI-powered comprehensive codebase documentation generator.
Use when building or maintaining a personal LLM-powered knowledge base.
Use when a repo skill fails, produces errors, gives wrong instructions, or references stale information.
Refine draft skills into strict, reusable SKILL.md documents with stable triggers, preconditions, and failure branches.
Generate editable PPTX from documents using local ppt-master pipeline.
Track and improve skill effectiveness over time using VOYAGER-style skill library patterns.
Turn SOPs, URLs, or stated intent into an installed skill package.
Create, synthesize, and iteratively improve agent skills following the Agent Skills specification.
Create, repair, maintain, and consolidate skills.
Write and iteratively refine PRD/需求文档 with a story-driven structure and strict staged confirmations (journey map alignment, per-story single…
PRD + 可执行测试用例双文档一体化协作。
Generates complete Anthropic SKILL packages with proper structure, documentation, and automated download verification.
完整 PRD 生成 — 头脑风暴式交互,逐维度挖掘,生成现代产品需求文档(~prd 命令) Trigger: ~prd [description] 执行 ~prd 时,不读取 ~plan 的 command skill;
Create HTML dashboards with KPI metric cards, bar/pie/line charts, progress indicators, and data visualizations.
Expert knowledge for Azure HPC Cache development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment.
用于撰写、补写、压缩、仿写、规范化交付中文毕业论文、毕业设计论文、技术报告和课程设计论文。
>- 使用 TradingAgents API,让 15 名专业 AI 分析师对 A 股进行五阶段深度协作研判,输出结构化投资建议。
Creates and updates skill files (.claude/skills/*/SKILL.md).
Context-aware routing to skills and hooks management.
Create and manage Claude Code skills following Anthropic best practices.
In-place DOCX editing routing to docx-edit-agent Thin wrapper that routes in-place DOCX editing requests to the docx-edit-agent, which edits documents using SuperDoc MCP with optional Word AppleScript integration for zero-friction workflow.
Implement LaTeX documents.
Research LaTeX documentation tasks.
Conduct Neovim configuration research using plugin docs and codebase exploration.
Conduct Nix/NixOS/Home Manager research using MCP-NixOS, web docs, and codebase exploration.
Autonomous state machine that drives a task through its full lifecycle (research -> plan -> implement -> complete) without user confirmation between phases.
Conduct general research using web search, documentation, and codebase exploration.
Implement Typst documents.
Research Typst documentation tasks.
Conduct web development research using framework docs and codebase exploration.
| A LiveView is an interactive component the agent opens in the Pantheon UI's right sidebar, then drives and observes through the live_view tools.
Authors and structures professional-grade agent skills following the agentskills.io spec.
Repo-aware recommendation manager for ctx.
Review code changes against WooCommerce iOS standards Review the current changes for compliance with WooCommerce iOS conventions.
Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organization.
公文格式排版工具。
| Đóng vai Skill Architect — phỏng vấn thông minh để trích xuất quy trình từ đầu người dùng, sinh AI Skill hoàn chỉnh, rồi test và cải thiện…
Use GPT-5.2 for long-running coding tasks: large refactors, feature implementation etc.
Nowy projekt z pełną strukturą KFG (logs, docs).
Discover available skills and subagents.
Iterative skill tuning via execute-evaluate-improve feedback loop.
Use when producing design artifacts.
Determine technologies needed to build the product, making build/buy/integrate decisions during PRD v0.5 Red Team Review.
> <!-- SELFROUTINGBLOCK_START --> Task routes live in references/self-hosting-routing.yaml.
Create the Visual Interface for audio plugins.
> from rclpy.node import Node from rclpy.qos import QoSProfile, ReliabilityPolicy, HistoryPolicy from std_msgs.msg import String class PerceptionNode(Node): def init(self):; runs on Node.js.
Skill 格式审查工具,基于 docs/SKILL-DEV-GUIDE.md 规范对技能进行合规性审计。
Translate SKILL.md and README.md files into multiple languages for sharing skills internationally Translate skill documentation files (SKILL.md, README.md) into multiple languages, making it easier to share skills with international users.
Use when 需要创建新的 AI Agent 技能、改进已有 SKILL.md 文件、设计技能工作流或不确定技能该如何组织时。
Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organization.
Create and manage Claude Code skills following Anthropic best practices.
Interview-driven automation design tool.
| harness 오픈소스의 6-Phase 스킬 생성 워크플로우를 MoAI cowork-plugins 컨텍스트에 맞게 변환한 스킬입니다.
>- Sync website documentation with recent code changes.
Meta skill for Skilless toolkit — manage, diagnose, and update the skilless CLI tools and AI skills.
帮助用户从零写出高质量的产品需求文档(PRD),或评估/改进已有需求文档。
AI-powered code review via roborev.
面向 Web/JS 逆向中的浏览器补环境技能,覆盖 Proxy 吐环境、原型链修复、native toString 保护、描述符保护、navigator/document/storage/canvas/WebGL/crypto/performance/WebRTC/Worker…
微信聊天记录分析助手,用于查询、分析和导出本地微信数据库中的聊天数据。
Breaks complex systems into atomic components, maps their relationships, and reconstructs them in optimized configurations to identify bottlenecks, critical failure points, and redesign opportunities.
세션 종료 시 Memory, Handoff를 자동 정리.
| 你是一位擅长信息可视化的设计师,能把文字描述转化为设计精美、布局清晰的图表 HTML 文件。
You are a senior CAD drafter and engineering documentation specialist with 10+ years of AutoCAD experience.
>- Build heads-up display dashboards that monitor AI coding agents in real-time.
嵌入式C语言编码规范,适用于安全关键嵌入式系统。
Fetch HarmonyOS docs through API first, then fallback to generic fetch.
Linux kernel development skill grounded in local references/labs and references/lectures materials.
Port a Mode S Comm-B BDS register decoder from pyModeS into FlightJar.Decoder.ModeS.CommB, wire it into the aircraft registry + snapshot + detail panel, and verify against pyModeS golden vectors.
Single source of truth for all paths, naming conventions, and data formats across the OpenClaw Greek Accounting system.
Etalon memory architecture with Knowledge Graph (PARA), session isolation, memory decay, and QMD hybrid search Three-layer memory architecture for OpenClaw agents: curated long-term memory (MEMORY.md), structured knowledge graph (life/), and session-isolated daily notes (memory/).
Load PROACTIVELY when task involves building a complete feature across multiple layers.
Lightweight voice MCP server with local Moonshine STT + Kokoro TTS Vox is a lightweight voice MCP server (~1,500 lines of Rust) providing local text-to-speech (Kokoro) and speech-to-text (Moonshine Base) via the MCP protocol.
Write a technical specification or acceptance criteria from a PRD or user stories.
Chat with web AI agents (ChatGPT, Gemini, Claude, Grok, Perplexity, NotebookLM) via browser automation.
ERNE — Implement features using the senior-developer agent You are executing the /erne-code command.
ERNE — Manual skill generation — runs continuous-learning-v2 scripts to extract patterns from session You are executing the /erne-learn comm…
ERNE — Design feature architecture using the architect agent You are executing the /erne-plan command.
Analyze writing samples to create a comprehensive voice DNA profile.
Configure Claude Code agent teams (TeamCreate, SendMessage, TaskUpdate).
Ollama API Documentation Comprehensive assistance with Ollama development - the local AI model runtime for running and interacting with large language models programmatically.
Day-to-day coding style and patterns for R3F game development with Miniplex ECS.
| 处理、生成、发送、转换、编辑 Word、Excel、PDF、Markdown 等文档的统一中心。
Personal network intelligence — remember people, find connections, and draft intros.
Aftermarket cybernetic network device framework.
Chat system — MVP pattern, message bus decorators, commands, auto-translation, encrypted history, state machine.
Expert guidance for developing cross-platform desktop applications with Avalonia UI framework.
Comprehensive word document processing with full format support.
Create organized, visual study notes with folder structures, diagrams, and example-based learning from source materials (PDFs, lecture notes, documentation).
Use when adding support for a new AI agent target to agentsmesh.
Use when adding global mode support for one existing agentsmesh target from a target-structure/global-path doc.
Create comprehensive technical documentation, API docs, and inline code comments.
Enforce coding standards, style guides, and architectural patterns across projects.
Build type-safe applications with advanced TypeScript features, generics, and strict type checking.
Generate comprehensive documentation for the project Output this banner as the first thing on every invocation — before questions, work, or…
Generate professional proposal packages (.pptx + .docx + .md) from brainstorm sessions or direct briefs Output this banner as the first thin…
Investigate why the PR was rejected, identifying the failure point and missed gate Available knowledge: [[requirements/post-mortem#key-takeaways]].
Package text and images into valid ePub 3 e-books — chapters, TOC, cover images, and metadata for Kindle and Apple Books.
Optimize X/Twitter posts for maximum reach using algorithm insights.
Orchestrates a multi-agent AI development team — handles setup, workflow coordination, role management, and autonomous dev cycles.
Use this skill when the user asks for persistent multi-agent coding workflows with task dependencies, per-task codex sessions, git worktree isolation, and explicit merge flow backed by one JSON workflow file under ./.codex-deck/.
Performs comprehensive deep analysis of entire codebase and deployment pipeline to identify issues in production environment.
BatchPlay/batchplay reference for Photoshop MCP execute_batchplay tool.
投标服务方案文档生成器。
Create or update project documentation in the local style.
Anton ADR lifecycle — author new architectural decision records, list existing ones by status or affects-category, and mark old decisions su…
Intake gate for adding new system or infrastructure components to Anton.
Expose a workload for access.
Triage ntfy.sh-routed alerts in Anton — identify which alert fired, why it fired (or why it didn't deliver), and propose a fix.
Anton planner skill — author, update, and close multi-session initiatives (migrations, rollouts, long-running refactors) in `context/plans/`…
Diagnose broken CI pipelines across GitHub Actions, GitLab CI, and similar build systems by inspecting configs, logs, caches, artifacts, and step failures.
Generate useful Storybook stories, states, controls, and edge-case examples for UI components.
Docker 多服务部署最佳实践 - 遵循生产级 Dockerfile 和 Docker Compose 架构原则。
Turn implementation details into practical documentation such as README updates, setup guides, architecture notes, runbooks, changelogs, and internal reference docs.
Identify what documentation is missing by comparing support issues, product behavior, and existing docs.
Explain what changed between old and new policy documents and why the differences matter.
Review diffs like a senior engineer by checking correctness, architectural fit, style, missing tests, security smells, and migration or operational risk.
> | Use ralph-small | Use ralph-medium (this) | Use ralph-huge | |---------------------|----------------------------|-------------------| |…
> I receive a task.
> | Use ralph-small (this) | Use ralph-medium | Use ralph-huge | |---------------------------|---------------------|-------------------| | 1…
> Create and maintain skills that fit Solar architecture without depending on external skill folders.
Pull unresolved PR review comments and address them.
Migrate existing agent documentation to the standardized AGENTS.md format.
Expert guidance for creating effective Claude Code agents (subagents).
Creates or updates an AGENTS.md file for the current repository, or converts existing agent/copilot instruction files into AGENTS.md.
夜市技能 — 该技能源自 claude-night-market/conjure。若要全面体验代理、钩子及命令的功能,请安装 Claude Code 插件。
Generates and improves AGENTS.md files for software projects.
Bootstrap or update project AI-agent instruction files (AGENTS.md for Codex, CLAUDE.md for Claude Code, or both) from the current project's structure.
Use when designing, building, or debugging LLM-based agent systems — tool use, function calling, multi-agent orchestration, memory, RAG, eva…
Principal AI Architect.
AI agent development workflow for building autonomous agents, multi-agent systems, and agent orchestration with CrewAI, LangGraph, and custom agents.
Write a professional Software Design Document (SDD) for an AI agent or AI-powered product before writing code.
Comprehensive AI agent building skill merging Perplexity Computer's skill creation, webserver, and automation capabilities with Claude Code's agent orchestration, MCP server building, RAG system construction, subagent coordination, parallel agent dispatching, prompt optimization, and execution planning.
End-to-end workflow for redesigning a SaaS or AI product landing page and building an interactive AI agent UX flow.
Comprehensive AppleScript expertise for enterprise-grade macOS automation including multi-display management, URL scheme handling, deep link…
Comprehensive AppleScript expertise for enterprise-grade macOS Use when the user request matches this skill's domain and capabilities.
MCP server exposing Arc's task queue, skills, and memory to external Claude instances Use when this capability is needed.
Use when building, extracting, reviewing, rendering, validating, or looking up ArchiMate® or UML® dediren packages, SVG/OEF/XMI evidence, dr…
Ask which skill or flow fits your situation.
Understand a codebase before looking for bugs in it - what each function assumes, what it guarantees, and what it depends on elsewhere.
Use when the user mentions Swift performance audit, code optimization, or performance review.
Use when the user mentions SwiftUI performance, janky scrolling, slow animations, or view update issues.
Use when the user mentions accessibility checking, App Store submission, code review, or WCAG compliance.
Use this agent to scan Swift code for camera, video, and audio capture issues including deprecated APIs, missing interruption handlers, threading violations, and permission anti-patterns.
Use when the user mentions Codable review, JSON encoding/decoding issues, data serialization audit, or modernizing legacy code.
Use when the user mentions concurrency checking, Swift 6 compliance, data race prevention, or async code review.
Use when the user mentions Core Data review, schema migration, production crashes, or data safety checking.
Use when the user mentions database schema review, migration safety, GRDB migration audit, or SQLite schema checking.
Use when the user mentions battery drain, energy optimization, power consumption audit, or pre-release energy check.
Use when the user mentions Foundation Models review, on-device AI audit, LanguageModelSession issues, @Generable checking, or Apple Intelligence integration review.
Use when the user mentions in-app purchase review, IAP audit, StoreKit issues, purchase bugs, transaction problems, or subscription management.
Use when the user mentions iCloud sync issues, CloudKit errors, ubiquitous container problems, or asks to audit cloud sync.
Use when the user mentions memory leak prevention, code review for memory issues, or proactive leak checking.
Use when the user mentions networking review, deprecated APIs, connection issues, or App Store submission prep.
Use when the user wants to audit SpriteKit game code for common issues.
Use when the user mentions file storage issues, data loss, backup bloat, or asks to audit storage usage.
Use when the user mentions SwiftData review, @Model issues, SwiftData migration safety, or SwiftData performance checking.
Use when the user mentions SwiftUI architecture review, separation of concerns, testability issues, or "logic in view" problems.
Use when the user mentions SwiftUI layout review, adaptive layout issues, GeometryReader problems, or multi-device layout checking.
Use when the user mentions SwiftUI navigation issues, deep linking problems, state restoration bugs, or navigation architecture review.
Use when the user wants to audit test quality, find flaky test patterns, speed up test execution, or prepare for Swift Testing migration.
Use when the user mentions TextKit review, text layout issues, Writing Tools integration, or UITextView/NSTextView code review.
Use when the user mentions UX flow issues, dead-end views, dismiss traps, missing empty states, broken user journeys, or wants a UX audit of their iOS app.
Use when writing ANY async code, actors, threads, or seeing ANY concurrency error.
Use when writing ANY async code, actors, threads, or seeing ANY concurrency error.
Use when writing ANY async code, actors, threads, or seeing ANY concurrency error.
Use when the user wants to modernize iOS code to iOS 17/18 patterns, migrate from ObservableObject to @Observable, update @StateObject to @State, or adopt modern SwiftUI APIs.
Use when the user mentions security review, App Store submission prep, Privacy Manifest requirements, hardcoded credentials, or sensitive data storage.
Use when preparing ANY app for submission, handling App Store rejections, writing appeals, or managing App Store Connect.
Use when preparing ANY app for submission, handling App Store rejections, writing appeals, or managing App Store Connect.
Use when preparing ANY app for submission, handling App Store rejections, writing appeals, or managing App Store Connect.
Use when building, fixing, or improving ANY SwiftUI UI — views, navigation, layout, animations, performance, architecture, gestures, debuggi…
Use when building, fixing, or improving ANY SwiftUI UI — views, navigation, layout, animations, performance, architecture, gestures, debuggi…
Use when building, fixing, or improving ANY SwiftUI UI — views, navigation, layout, animations, performance, architecture, gestures, debuggi…
Use when writing ANY test, debugging flaky tests, making tests faster, or choosing Swift Testing vs XCTest.
Use when writing ANY test, debugging flaky tests, making tests faster, or choosing Swift Testing vs XCTest.
Use when writing ANY test, debugging flaky tests, making tests faster, or choosing Swift Testing vs XCTest.
> Use when this capability is needed.
Expert knowledge for Azure Database for MySQL development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment.
Expert knowledge for Azure Database for PostgreSQL development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment.
Operate Azure SQL Database, Cosmos DB, and managed database services.
Expert knowledge for Azure SQL Database development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment.
Expert knowledge for Azure SQL Managed Instance development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment.
Expert knowledge for SQL Server on Azure Virtual Machines development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment.
> Use when this capability is needed.
Comprehensive backend development guide for Node.js/Express/TypeScript microservices.
Auto-invoke when reviewing API routes, server logic, Express/Node.js code, or backend architecture.
Converts X (Twitter) tweets and articles to markdown with YAML front matter.
Create professional SVG diagrams across multiple diagram types.
Formats plain text or markdown files with frontmatter, titles, summaries, headings, bold, lists, and code blocks.
Converts Markdown files to beautifully styled HTML with inline CSS, optimized for WeChat Official Account and other platforms.
Posts text, images, videos, and long-form articles to Weibo via real Chrome browser (bypasses anti-bot detection).
Posts content and articles to X (Twitter).
Fetch any URL and convert to markdown using baoyu-fetch CLI (Chrome CDP with site-specific adapters).
Auto-configure .github/copilot-instructions.md and context/ knowledge docs for a new project.
Use when creating a new project repository to initialize it with standard CLAUDE.md, .cursorrules, CLAUDE.local.md, SESSION_LOG.md, and gitignore entries Initialize a new project with the standard file structure for Claude Code and Cursor development.
Refresh bQuery AI guidance and release metadata.
Hand the current conversation off to a fresh background agent that picks up the work immediately.
Audit and improve project-memory artifacts (CLAUDE.md, AGENTS.md, .claude/rules/*.md, .claude.local.md).
Unix-composable CLI design patterns.
Refatorar código, refactoring, modernizar código legado, melhorar qualidade, atualizar padrões, converter componente Angular para standalone…
| Use when this capability is needed.
> Use when this capability is needed.
Generate and maintain AGENTS.md as a living project context document by scanning the repository, discovering agents/skills, and extracting conventions.
> Use when this capability is needed.
Technology-agnostic blueprint generator for creating comprehensive copilot-instructions.md files that guide GitHub Copilot to produce code consistent with project standards, architecture patterns, and exact technology versions by analyzing existing codebase patterns and avoiding assumptions.
Maintains and extends the AI Assistant Crafter Studio plugin per in-repo Cursor rules and docs without regressing locked UX.
Analyze code coverage and CRAP (Change Risk Anti-Patterns) scores to identify high-risk code.
Extracts protocol message flow from source code, RFCs, academic papers, pseudocode, informal prose, ProVerif (.pv), or Tamarin (.spthy) models and generates Mermaid sequenceDiagrams with cryptographic annotations.
| Use when this capability is needed.
How to use the @data-fair/lib session management system in services that consume sessions (not login/account management).
Debug nano-core agent runtime issues (Docker default, host opt-in).
| Create high-fidelity research reports with strict format control, evidence mapping, source governance, and multi-pass synthesis.
Token architecture, component specifications, and slide generation.
Token architecture, component specifications, and slide generation.
Your intelligent developer command center -- start here for any Python, wxPython, desktop app, NVDA addon, accessibility tool building, desktop accessibility, or general software engineering task.
Diagnosis loop for hard bugs and performance regressions.
Turn an English description (or mermaid source) into a diagram triplet: the source, an editable .excalidraw file you can open on excalidraw.com, and rendered SVG + PNG.
> Generates Mermaid diagrams from Trailmark's code graph.
Django + FastAPI development.
> Use when this capability is needed.
Django architecture patterns, REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django apps.
Guide users through a structured workflow for co-authoring documentation.
Scans for project documentation files (AGENTS.md, CLAUDE.md, GEMINI.md, COPILOT.md, CURSOR.md, WARP.md, and 15+ other formats) and synthesizes guidance.
自动同步项目中的 Agents.md、claude.md 和 gemini.md 文件,保持内容一致性。
Convert documents to high-quality markdown with intelligent multi-tool orchestration and automatic DOCX post-processing.
Generate professional software documentation with rigorous Use when the user request matches this skill's domain and capabilities.
Ensures all documentation, roadmaps, and copilot instructions stay in sync with code changes.
Generate language-specific docstrings for C#, Java, Python, and TypeScript following industry standards (PEP 257, Javadoc, JSDoc, XML documentation) Use when this capability is needed.
Post-ship documentation update.
Updates the README.md file to reflect the current state of the project.
</applicability> 文档在docs目录下,根据文档类型进行分类存放,如docs/tasks等。
Records decisions and documentation.
Generate documentation from source code including README, API docs, and inline comments Use when this capability is needed.
Effective technical documentation strategies, API docs, README patterns, and doc generation workflows Use when this capability is needed.
Proactively suggests ADRs when architectural changes happen in this Lovelace card repo, and checks code changes against existing decisions in docs/adr/.
Use when reviewing documentation quality, when establishing README and changelog standards, when preventing doc rot, when in-code comments duplicate code instead of explaining intent, or when subdirectories of a repo have no documentation entry point.
>- Use when this capability is needed.
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction.
Domain-Driven Design patterns for TypeScript.
Build and sharpen a project's domain model.
> Use when this capability is needed.
> 根据用户问题的类型,优先阅读以下对应的参考文件: |------|---------| | 项目规划 / 流程 / 阶段管理 | references/process.md | | 芯片选型 / 架构设计 | references/architecture.md | | 驱动…
Language-agnostic engineering methodology — DDD, Hexagonal Architecture, TDD, architecture planning, requirements gathering, code review, an…
Use when adding Auth0 token validation to Express or Node.js APIs - integrates express-oauth2-jwt-bearer SDK to protect Node.js API endpoints with JWT Bearer authentication, scope-based RBAC, claim validation, and optional DPoP support
Extract a Feishu/Lark source into faithful local Markdown.
当用户需要进行 Flutter 移动应用开发时使用。
Entry point for inspecting or driving a running Flutter app from your AI assistant — routes to the right task skill (inspect / control / deb…
Verify the flutter-mcp-toolkit install, run doctor preflight, troubleshoot connection issues.
Aligns code with this repository's Cursor rules in `.cursor/rules/` (layered architecture, naming, styling, performance, anti-patterns).
Use when the user asks to run Gemini CLI, Google Gemini for code tasks, or references Gemini for analysis, code generation, or automated editing | Model | When to Use | |-------|-------------| | gemini-3-flash-preview | DEFAULT - Use for most tasks.
Internal guidance for composing Gemini 2.5 Pro/Flash prompts for coding, review, diagnosis, and research tasks inside the Gemini Claude Code plugin Use when this capability is needed.
Generate tool-specific configuration files (Cursor rules, Copilot instructions, Windsurf rules) from the .context/ documentation.
Create and manage GitLab Merge Requests on gitlab.example.com repositories, driving them to a truly mergeable state.
Implements concurrent Go patterns using goroutines and channels, designs and builds microservices with gRPC or REST, optimizes Go application performance with pprof, and enforces idiomatic Go with generics, interfaces, and robust error handling.
> Use when this capability is needed.
> Use when this capability is needed.
A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.
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 before any code is written.
Smart contract development advisor based on Trail of Bits' best practices.
Compact the current conversation into a handoff document for another agent to pick up.
> A fuzzing harness is the entrypoint function that receives random data from the fuzzer and routes it to your system under test (SUT).
Start and troubleshoot the Hermes Agent Web UI (Vite + React frontend with Python backend) Use when this capability is needed.
This skill should be used when setting up, auditing, or enforcing internationalization/localization in UI codebases (React/TS, i18next or si…
Configure AIDE (Advanced Intrusion Detection Environment) for file integrity monitoring including baseline creation, Use when this capability is needed.
Kubernetes NetworkPolicies provide pod-level network segmentation by defining ingress and egress rules that control Use when this capability is needed.
Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.
First-time Archcore setup.
SwiftUI, UIKit, MVVM, Combine, async/await, Core Data, and App Store submission patterns Use when this capability is needed.
Kimi-K2.5 Writing Skill.
Pod Security Standards (PSS) define three levels of security policies -- Privileged, Baseline, and Restricted -- enforced by the Pod Security Admission (PSA) controller built into Kubernetes 1.25+.
Kubernetes NetworkPolicies provide pod-level network segmentation by defining ingress and egress rules that control traffic flow between pods, namespaces, and external endpoints.
Implement Kubernetes network segmentation using Calico NetworkPolicy and GlobalNetworkPolicy for zero-trust pod-to-pod communication.
Expert Kubernetes Specialist with deep expertise in container orchestration, cluster management, and cloud-native applications.
Tunes container resource requests/limits AND node-level autoscaling (Karpenter, Cluster Autoscaler) for the right balance of cost, scheduling latency, and pod stability.
> LibAFL is a modular fuzzing library that implements features from AFL-based fuzzers like AFL++.
Turn any markdown file into a publication-quality PDF.
Write and review Markdown (.md) files with consistent structure, correct links, and repo-friendly conventions.
Configure, deploy, and troubleshoot Model Context Protocol (MCP) servers for AI agent workflows.
Patterns pour construire ses propres MCP servers (Model Context Protocol) — outil pour exposer des capabilities custom à Claude Code.
> Use when this capability is needed.
Use quando precisar implementar features mobile (React Native, Flutter, Swift, Kotlin), configurar builds, resolver problemas de plataforma ou adaptar UI para mobile.
>- Use when this capability is needed.
Guides C++ code toward modern idioms (C++20/23/26).
Configures Python projects with modern tooling (uv, ruff, ty).
NestJS-specific implementation patterns for DDD, Hexagonal Architecture, and CQRS.
Scaffold a new project with the full AI-assisted development workflow — Makefile targets, linter/formatter configs, pre-commit hooks, CLAUDE…
YC Office Hours — two modes.
Provides guidance for implementing OpenTelemetry instrumentation in .NET codebases, covering tracing (Activities/Spans), metrics, logs, naming conventions, error handling, performance, SDK setup, resources, context propagation, and API design best practices.
Manage NuGet packages using Central Package Management (CPM) and dotnet CLI commands.
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms.
Eng manager-mode plan review.
Presentation creation, editing, and analysis.
Configures and runs LLM evaluation using Promptfoo framework.
Writes, reviews, and debugs property-based tests — Hypothesis, fast-check, proptest, jqwik, rapid, and Echidna or Medusa for Solidity invari…
Prepare Python projects with professional structure, documentation, and tooling.
Keep QPrisma documentation, Copilot instructions, agents, skills, PR templates, and changelog synchronized with implementation and workflow behavior.
Autonomous "night shift" loop agent for research, testing, documentation, and background tasks using sessions_spawn, exec, Git, and message tools.
> Use when this capability is needed.
Intelligent README.md generation prompt that analyzes project documentation structure and creates comprehensive repository documentation.
Validates a Clawperator release candidate, creates and pushes an annotated git tag for a specific version and commit, inspects the resulting GitHub Actions release workflows, and prepares the follow-up published-version docs update.
Keep repository documentation, AGENTS.md, and contributor/test guidance aligned with code, design, and product changes.
Extracts files from repomix-packed repositories, restoring original directory structures from XML/Markdown/JSON formats.
| +-- .pdf --> python parse.py --input resume.pdf --output resume.md | +-- .docx/.doc --> python parse.py --input resume.docx --output resum…
> Use when this capability is needed.
Sharp professional roast-style critique for code, architecture, docs, UI, specs, plans, prompts, or ideas when user asks for brutal feedback.
Install, troubleshoot, and use Scrapling CLI to extract HTML, Markdown, or text from webpages.
Creates custom Semgrep rules for detecting security vulnerabilities, bug patterns, and code patterns.
Comprehensive software architecture skill for designing scalable, maintainable systems across web, mobile, and backend stacks (React, Next.js, Node/Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python).
This skill should be used when the user asks to "design REST APIs", "optimize database queries", "implement authentication", "build microservices", "review backend code", "set up GraphQL", "handle database migrations", or "load test APIs".
Choose the right serialization format for .NET applications.
Set up or update repository agent instruction files after installing skills.
Configure this repo for the engineering skills: set up its issue tracker, triage label vocabulary, and domain doc layout.
Check code against the documentation that specifies it - which requirements hold, which the code contradicts, which are absent, and what the code does that no document mentions.
When the user/agent
Sprint Flow Skill | 原则 | 说明 | |------|------| | 单一入口 | 用户只需调用 /sprint-flow,自动串联全流程 | | 自动流水线 | 类似 autoplan,自动执行多个阶段 | | 关键节点暂停 | APPROVED 确认…
Use when the user asks to write SQL queries, optimize database performance, generate migrations, explore database schemas, or work with ORMs like Prisma, Drizzle, TypeORM, or SQLAlchemy.
Review Swift/iOS code: SwiftUI, Combine, UIKit, App Store guidelines and iOS architecture Use when this capability is needed.
| Use when this capability is needed.
Test-driven development.
Creates educational Teams channel posts for internal knowledge sharing about Claude Code features, tools, and best practices.
**UTILITY SKILL** — Reusable Azure Terraform patterns: hub-spoke, private endpoints, diagnostics, AVM-TF modules.
**WORKFLOW SKILL** — Discover existing Azure resources and bulk import them into Terraform management.
**WORKFLOW SKILL** — Write and run Terraform tests (.tftest.hcl).
Turn the current conversation into a spec and publish it to the project issue tracker: no interview, just synthesis of what you've already discussed.
Break a plan, spec, or the current conversation into a set of tracer-bullet tickets, each declaring its blocking edges, published to the configured tracker (edges as text in one file per ticket locally, or native blocking links on a real tracker).
Scans TON (The Open Network) smart contracts for 3 critical vulnerabilities including integer-as-boolean misuse, fake Jetton contracts, and forward TON without gas checks.
| Use when this capability is needed.
Use when building, designing, extending, or consuming the ClaudOpenAI unofficial cross-ecosystem skills marketplace — a Context7-pattern MCP…
Guidez la création de contenu de modèle de cas d’utilisation pour le référentiel de plans directeurs Adobe Experience Platform.
Use when building React Native mobile apps with the U.S.
Plan and execute large multi-step, multi-stack changes with contract-first waves, parallel worker ownership, user approval gates, ordered integration, and final verification/docs updates using Claude Code Agent subagents.
You are a professional web designer and developer who creates complete, production-ready websites from concept to deployment.
Update, Synchronize, and Generate documentation for this repository.
Writes and reviews structured Lean 4 proofs and designs Lean libraries following Mathlib conventions.
Use when you have a spec or requirements for a multi-step task, before touching code Write comprehensive implementation plans assuming the engineer has zero context for our codebase and questionable taste.
Use when creating new skills, editing existing skills, or verifying skills work before deployment You write test cases (pressure scenarios with subagents), watch them fail (baseline behavior), write the skill (documentation), watch tests pass (agents comply), and refactor (close loopholes).