> affaan-m/everything-claude-code

> agent-eval

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

> agent-harness-construction

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。

> agentic-engineering

Operate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing. Use when AI agents perform most implementation work and humans enforce quality and risk controls.

> ai-first-engineering

团队中人工智能代理生成大部分实施输出的工程运营模型。

> ai-regression-testing

Regression testing strategies for AI-assisted development. Sandbox-mode API testing without database dependencies, automated bug-check workflows, and patterns to catch AI blind spots where the same model writes and reviews code.

> android-clean-architecture

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。

> api-design

REST API design patterns including resource naming, status codes, pagination, filtering, error responses, versioning, and rate limiting for production APIs.

> architecture-decision-records

Capture architectural decisions made during Claude Code sessions as structured ADRs. Auto-detects decision moments, records context, alternatives considered, and rationale. Maintains an ADR log so future developers understand why the codebase is shaped the way it is.

> article-writing

Write articles, guides, blog posts, tutorials, newsletter issues, and other long-form content in a distinctive voice derived from supplied examples or brand guidance. Use when the user wants polished written content longer than a paragraph, especially when voice consistency, structure, and credibility matter.

> autonomous-loops

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。

> backend-patterns

Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.

> benchmark

# Benchmark — Performance Baseline & Regression Detection ## When to Use - Before and after a PR to measure performance impact - Setting up performance baselines for a project - When users report "it feels slow" - Before a launch — ensure you meet performance targets - Comparing your stack against alternatives ## How It Works ### Mode 1: Page Performance Measures real browser metrics via browser MCP: ``` 1. Navigate to each target URL 2. Measure Core Web Vitals: - LCP (Largest Contentfu

> blueprint

--- name: blueprint description: 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个工具调用中完成，或用户说“直接执行”时。origin: community --- # Blueprint — 施工计划生成器 将单行目标转化为分步施工计划，任何编码代理都能冷启动执行。 ## 何时使用 * 将大型功能拆分为多个具有明确依赖顺序的 PR * 规划跨多个会话的重构或迁移 * 协调子代理间的并行工作流 * 任何因会话间上下文丢失而导致返工的任务 **请勿用于** 可在单个 PR 内完成、少于 3 次工具调用，或用户明确表示“直接做”的任务。 ## 工作原理 Blueprint 运行一个 5 阶段流水线： 1. **研究** — 预检（git、gh auth、远程仓库、默认分支），然后读取项目结构、现有计划

> browser-qa

# Browser QA — Automated Visual Testing & Interaction ## When to Use - After deploying a feature to staging/preview - When you need to verify UI behavior across pages - Before shipping — confirm layouts, forms, interactions actually work - When reviewing PRs that touch frontend code - Accessibility audits and responsive testing ## How It Works Uses the browser automation MCP (claude-in-chrome, Playwright, or Puppeteer) to interact with live pages like a real user. ### Phase 1: Smoke Test ``

> bun-runtime

Bun as runtime, package manager, bundler, and test runner. When to choose Bun vs Node, migration notes, and Vercel support.

> canary-watch

# Canary Watch — Post-Deploy Monitoring ## When to Use - After deploying to production or staging - After merging a risky PR - When you want to verify a fix actually fixed it - Continuous monitoring during a launch window - After dependency upgrades ## How It Works Monitors a deployed URL for regressions. Runs in a loop until stopped or until the watch window expires. ### What It Watches ``` 1. HTTP Status — is the page returning 200? 2. Console Errors — new errors that weren't there befor

> carrier-relationship-management

--- name: carrier-relationship-management description: 用于管理承运商组合、协商运费、跟踪承运商绩效、分配货运以及维护战略承运商关系的编码专业知识。基于拥有15年以上经验的运输经理提供的信息。包括记分卡框架、RFP流程、市场情报和合规性审查。适用于管理承运商、协商费率、评估承运商绩效或制定货运策略时使用。license: Apache-2.0 version: 1.0.0 homepage: https://github.com/affaan-m/everything-claude-code origin: ECC metadata: author: evos clawdbot: emoji: "🤝" --- # 承运商关系管理 ## 角色与背景 您是一名拥有15年以上经验的资深运输经理，管理着从40家到200多家活跃承运商的组合，涵盖整车运输、零担运输、联运和经纪业务。您负责全生命周期管理：寻找新承运商、协商费率、执行RFP、建立路由指南、通过记分卡跟踪绩效、管理合同续签以及做出运力分配决策。您使用的系统包

> claude-api

Anthropic Claude API patterns for Python and TypeScript. Covers Messages API, streaming, tool use, vision, extended thinking, batches, prompt caching, and Claude Agent SDK. Use when building applications with the Claude API or Anthropic SDKs.

> claude-devfleet

Orchestrate multi-agent coding tasks via Claude DevFleet — plan projects, dispatch parallel agents in isolated worktrees, monitor progress, and read structured reports.

> clickhouse-io

ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.

> click-path-audit

Trace every user-facing button/touchpoint through its full state change sequence to find bugs where functions individually work but cancel each other out, produce wrong final state, or leave the UI in an inconsistent state. Use when: systematic debugging found no bugs but users report broken buttons, or after any major refactor touching shared state stores.

> codebase-onboarding

Analyze an unfamiliar codebase and generate a structured onboarding guide with architecture map, key entry points, conventions, and a starter CLAUDE.md. Use when joining a new project or setting up Claude Code for the first time in a repo.

> coding-standards

Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.

> compose-multiplatform-patterns

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。

> configure-ecc

Everything Claude Code 的交互式安装程序 — 引导用户选择并安装技能和规则到用户级或项目级目录，验证路径，并可选择优化已安装文件。

> content-engine

Create platform-native content systems for X, LinkedIn, TikTok, YouTube, newsletters, and repurposed multi-platform campaigns. Use when the user wants social posts, threads, scripts, content calendars, or one source asset adapted cleanly across platforms.

> content-hash-cache-pattern

使用SHA-256内容哈希缓存昂贵的文件处理结果——路径无关、自动失效、服务层分离。

> context-budget

Audits Claude Code context window consumption across agents, skills, MCP servers, and rules. Identifies bloat, redundant components, and produces prioritized token-savings recommendations.

> continuous-agent-loop

具有质量门、评估和恢复控制的连续自主代理循环模式。

> continuous-learning

Automatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use.

> continuous-learning-v2

Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents.

> cost-aware-llm-pipeline

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。

> cpp-coding-standards

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。

> cpp-testing

仅用于编写/更新/修复C++测试、配置GoogleTest/CTest、诊断失败或不稳定的测试，或添加覆盖率/消毒器时使用。

> crosspost

Multi-platform content distribution across X, LinkedIn, Threads, and Bluesky. Adapts content per platform using content-engine patterns. Never posts identical content cross-platform. Use when the user wants to distribute content across social platforms.

> customs-trade-compliance

--- name: customs-trade-compliance description: 海关文件、关税分类、关税优化、受限方筛查以及多司法管辖区法规合规的编码化专业知识。由拥有15年以上经验的贸易合规专家提供。包括HS分类逻辑、Incoterms应用、自贸协定利用以及罚款减免。适用于处理海关清关、关税分类、贸易合规、进出口文件或关税优化时使用。license: Apache-2.0 version: 1.0.0 homepage: https://github.com/affaan-m/everything-claude-code origin: ECC metadata: author: evos clawdbot: emoji: "🌐" --- # 海关与贸易合规 ## 角色与背景 您是一位拥有 15 年以上经验的高级贸易合规专家，负责管理美国、欧盟、英国和亚太地区的海关业务。您处于进口商、出口商、海关经纪人、货运代理、政府机构和法律顾问的交汇点。您使用的系统包括 ACE（自动化商业环境）、CHIEF/CDS（英国）、ATLAS（德国）、海关经纪人门

> database-migrations

Database migration best practices for schema changes, data migrations, rollbacks, and zero-downtime deployments across PostgreSQL, MySQL, and common ORMs (Prisma, Drizzle, Django, TypeORM, golang-migrate). Use when planning or implementing database schema changes.

> data-scraper-agent

Build a fully automated AI-powered data collection agent for any public source — job boards, prices, news, GitHub, sports, anything. Scrapes on a schedule, enriches data with a free LLM (Gemini Flash), stores results in Notion/Sheets/Supabase, and learns from user feedback. Runs 100% free on GitHub Actions. Use when the user wants to monitor, collect, or track any public data automatically.

> deep-research

Multi-source deep research using firecrawl and exa MCPs. Searches the web, synthesizes findings, and delivers cited reports with source attribution. Use when the user wants thorough research on any topic with evidence and citations.

> deployment-patterns

Deployment workflows, CI/CD pipeline patterns, Docker containerization, health checks, rollback strategies, and production readiness checklists for web applications. Use when setting up deployment infrastructure or planning releases.

> design-system

# Design System — Generate & Audit Visual Systems ## When to Use - Starting a new project that needs a design system - Auditing an existing codebase for visual consistency - Before a redesign — understand what you have - When the UI looks "off" but you can't pinpoint why - Reviewing PRs that touch styling ## How It Works ### Mode 1: Generate Design System Analyzes your codebase and generates a cohesive design system: ``` 1. Scan CSS/Tailwind/styled-components for existing patterns 2. Extra

> django-patterns

Django架构模式，使用DRF设计REST API，ORM最佳实践，缓存，信号，中间件，以及生产级Django应用程序。

> django-security

Django 安全最佳实践、认证、授权、CSRF 防护、SQL 注入预防、XSS 预防和安全部署配置。

> django-tdd

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。

> django-verification

Django项目的验证循环：迁移、代码检查、带覆盖率的测试、安全扫描，以及在发布或PR前的部署就绪检查。

> dmux-workflows

Multi-agent orchestration using dmux (tmux pane manager for AI agents). Patterns for parallel agent workflows across Claude Code, Codex, OpenCode, and other harnesses. Use when running multiple agent sessions in parallel or coordinating multi-agent development workflows.

> docker-patterns

Docker and Docker Compose patterns for local development, container security, networking, volume strategies, and multi-service orchestration. Use when setting up containerized development environments or reviewing Docker configurations.

> documentation-lookup

Use up-to-date library and framework docs via Context7 MCP instead of training data. Activates for setup questions, API references, code examples, or when the user names a framework (e.g. React, Next.js, Prisma).

> e2e-testing

Playwright E2E testing patterns, Page Object Model, configuration, CI/CD integration, artifact management, and flaky test strategies.

> energy-procurement

--- name: energy-procurement description: 电力与燃气采购、电价优化、需量电费管理、可再生能源购电协议评估及多设施能源成本管理的编码化专业知识。基于能源采购经理在大型工商业用户中超过15年的经验。包括市场结构分析、对冲策略、负荷分析和可持续性报告框架。适用于采购能源、优化电价、管理需量电费、评估购电协议或制定能源策略时使用。license: Apache-2.0 version: 1.0.0 homepage: https://github.com/affaan-m/everything-claude-code origin: ECC metadata: author: evos clawdbot: emoji: "⚡" --- # 能源采购 ## 角色与背景 您是一家大型工商业用户的资深能源采购经理，该用户在受监管和放松管制的电力市场中拥有多处设施。您管理着分布在10-50多个站点的年度能源支出，金额在1500万至8000万美元之间，这些站点包括制造工厂、配送中心、企业办公室和冷藏设施。您负责整个采购生命周期：费率分析、供

> enterprise-agent-ops

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。

> eval-harness

Formal evaluation framework for Claude Code sessions implementing eval-driven development (EDD) principles

> everything-claude-code-conventions

Development conventions and patterns for everything-claude-code. JavaScript project with conventional commits.

> exa-search

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-powered deep research with Exa's neural search engine.

> fal-ai-media

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), text-to-speech (CSM-1B), and video-to-audio (ThinkSound). Use when the user wants to generate images, videos, or audio with AI.

> flutter-dart-code-review

Library-agnostic Flutter/Dart code review checklist covering widget best practices, state management patterns (BLoC, Riverpod, Provider, GetX, MobX, Signals), Dart idioms, performance, accessibility, security, and clean architecture.

> foundation-models-on-device

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。

> frontend-patterns

Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.

> frontend-slides

Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a talk/pitch. Helps non-designers discover their aesthetic through visual exploration rather than abstract choices.

> golang-patterns

Go-specific design patterns and best practices including functional options, small interfaces, dependency injection, concurrency patterns, error handling, and package organization. Use when working with Go code to apply idiomatic Go patterns.

> golang-testing

Go testing best practices including table-driven tests, test helpers, benchmarking, race detection, coverage analysis, and integration testing patterns. Use when writing or improving Go tests.

> inventory-demand-planning

--- name: inventory-demand-planning description: 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: Apache-2.0 version: 1.0.0 homepage: https://github.com/affaan-m/everything-claude-code origin: ECC metadata: author: evos clawdbot: emoji: "📊" --- # 库存需求规划 ## 角色与背景 你是一家拥有40-200家门店及区域配送中心的多地点零售商的高级需求规划师。你负责管理300-800个活跃SKU，涵盖杂货、日用百货、季节性商品和促销品等多个品类。你的系统包括需求规划套件（Blue Yonder、Oracle Demantra或

> investor-materials

Create and update pitch decks, one-pagers, investor memos, accelerator applications, financial models, and fundraising materials. Use when the user needs investor-facing documents, projections, use-of-funds tables, milestone plans, or materials that must stay internally consistent across multiple fundraising assets.

> investor-outreach

Draft cold emails, warm intro blurbs, follow-ups, update emails, and investor communications for fundraising. Use when the user wants outreach to angels, VCs, strategic investors, or accelerators and needs concise, personalized, investor-facing messaging.

> iterative-retrieval

Pattern for progressively refining context retrieval to solve the subagent context problem

> java-coding-standards

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。

> jpa-patterns

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。

> kotlin-coroutines-flows

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。

> kotlin-exposed-patterns

JetBrains Exposed ORM 模式，包括 DSL 查询、DAO 模式、事务、HikariCP 连接池、Flyway 迁移和仓库模式。

> kotlin-ktor-patterns

Ktor 服务器模式，包括路由 DSL、插件、身份验证、Koin DI、kotlinx.serialization、WebSockets 和 testApplication 测试。

> kotlin-patterns

惯用的Kotlin模式、最佳实践和约定，用于构建健壮、高效且可维护的Kotlin应用程序，包括协程、空安全和DSL构建器。

> kotlin-testing

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。

> laravel-patterns

Laravel architecture patterns, routing/controllers, Eloquent ORM, service layers, queues, events, caching, and API resources for production apps.

> laravel-security

Laravel security best practices for authn/authz, validation, CSRF, mass assignment, file uploads, secrets, rate limiting, and secure deployment.

> laravel-tdd

Test-driven development for Laravel with PHPUnit and Pest, factories, database testing, fakes, and coverage targets.

> laravel-verification

--- name: laravel-verification description: Verification loop for Laravel projects: env checks, linting, static analysis, tests with coverage, security scans, and deployment readiness. origin: ECC --- # Laravel Verification Loop Run before PRs, after major changes, and pre-deploy. ## When to Use - Before opening a pull request for a Laravel project - After major refactors or dependency upgrades - Pre-deployment verification for staging or production - Running full lint -> test -> security ->

> liquid-glass-design

iOS 26 液态玻璃设计系统 — 适用于 SwiftUI、UIKit 和 WidgetKit 的动态玻璃材质，具有模糊、反射和交互式变形效果。

> logistics-exception-management

--- name: logistics-exception-management description: 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 version: 1.0.0 homepage: https://github.com/affaan-m/everything-claude-code origin: ECC metadata: author: evos clawdbot: emoji: "📦" --- # 物流异常管理 ## 角色与背景 您是一名拥有15年以上经验的高级货运异常分析师，负责管理所有运输模式（零担、整车、包裹、联运、海运和空运）的运输异常。您处于托运人、承运人、收货人、保险提供商和内部利益相关者的交汇点。您使用的系统包括TMS（运输管理系统）、WMS（仓储管理系统）、承运商门户、理赔管理平台和ERP订单管理系统。您的工作是快速

> market-research

Conduct market research, competitive analysis, investor due diligence, and industry intelligence with source attribution and decision-oriented summaries. Use when the user wants market sizing, competitor comparisons, fund research, technology scans, or research that informs business decisions.

> mcp-server-patterns

Build MCP servers with Node/TypeScript SDK — tools, resources, prompts, Zod validation, stdio vs Streamable HTTP. Use Context7 or official MCP docs for latest API.

> nanoclaw-repl

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。

> nextjs-turbopack

Next.js 16+ and Turbopack — incremental bundling, FS caching, dev speed, and when to use Turbopack vs webpack.

> nutrient-document-processing

使用Nutrient DWS API处理、转换、OCR识别、提取、编辑、签名和填写文档。支持PDF、DOCX、XLSX、PPTX、HTML和图像格式。

> nuxt4-patterns

Nuxt 4 app patterns for hydration safety, performance, route rules, lazy loading, and SSR-safe data fetching with useFetch and useAsyncData.

> perl-patterns

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。

> perl-security

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

使用Test2::V0、Test::More、prove runner、模拟、Devel::Cover覆盖率和TDD方法的Perl测试模式。

> plankton-code-quality

使用Plankton进行编写时代码质量强制执行——通过钩子在每次文件编辑时自动格式化、代码检查和Claude驱动的修复。

> postgres-patterns

PostgreSQL database patterns for query optimization, schema design, indexing, and security. Quick reference for common patterns, index types, data types, and anti-pattern detection. Based on Supabase best practices.

> production-scheduling

--- name: production-scheduling description: 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。license: Apache-2.0 version: 1.0.0 homepage: https://github.com/affaan-m/everything-claude-code origin: ECC metadata: author: evos clawdbot: emoji: "🏭" --- # 生产排程 ## 角色与背景 您是一家离散型和批量生产工厂的高级生产排程员，该工厂运营着3-8条生产线，每班有50-300名直接劳动力。您负责管理跨越工作中心（包括机加工、装配、精加工和包装）的作业排序、产线平衡、换产优化和中断响应。您的系统包括ERP（SAP PP、Or

> product-lens

# Product Lens — Think Before You Build ## When to Use - Before starting any feature — validate the "why" - Weekly product review — are we building the right thing? - When stuck choosing between features - Before a launch — sanity check the user journey - When converting a vague idea into a spec ## How It Works ### Mode 1: Product Diagnostic Like YC office hours but automated. Asks the hard questions: ``` 1. Who is this for? (specific person, not "developers") 2. What's the pain? (quantify

> project-guidelines-example

# 專案指南技能（範例） 這是專案特定技能的範例。使用此作為你自己專案的範本。 基於真實生產應用程式：[Zenith](https://zenith.chat) - AI 驅動的客戶探索平台。 --- ## 何時使用 在處理專案特定設計時參考此技能。專案技能包含： - 架構概覽 - 檔案結構 - 程式碼模式 - 測試要求 - 部署工作流程 --- ## 架構概覽 **技術堆疊：** - **前端**：Next.js 15（App Router）、TypeScript、React - **後端**：FastAPI（Python）、Pydantic 模型 - **資料庫**：Supabase（PostgreSQL） - **AI**：Claude API 帶工具呼叫和結構化輸出 - **部署**：Google Cloud Run - **測試**：Playwright（E2E）、pytest（後端）、React Testing Library **服務：** ``` ┌────────────────────────────────────────────────────

> prompt-optimizer

--- name: prompt-optimizer description: 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”、“改进prompt”、“怎么写prompt”、“帮我优化这个指令”。不触发时机：当用户希望直接执行任务，或说“直接做”时。不触发时机：当用户说“优化代码”、“优化性能”、“optimize performance”、“optimize this code”时——这些是重构/性能优化任务，而非提示优化。origin: community metadata: author: YannJY02 version: "1.0.0" --- # Prompt 优化器 分析一个草稿提示，对其进行评估，匹配到 ECC 生态系统组件，并输出一个完整的优化提示供用户复制粘贴并运行。 ## 何时使用 * 用户说“优化这个

> python-patterns

Python-specific design patterns and best practices including protocols, dataclasses, context managers, decorators, async/await, type hints, and package organization. Use when working with Python code to apply Pythonic patterns.

> python-testing

Python testing best practices using pytest including fixtures, parametrization, mocking, coverage analysis, async testing, and test organization. Use when writing or improving Python tests.

> pytorch-patterns

PyTorch deep learning patterns and best practices for building robust, efficient, and reproducible training pipelines, model architectures, and data loading.

> quality-nonconformance

--- name: quality-nonconformance description: 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、管理纠正与预防措施、解释统计过程控制数据或处理供应商质量问题。license: Apache-2.0 version: 1.0.0 homepage: https://github.com/affaan-m/everything-claude-code origin: ECC metadata: author: evos clawdbot: emoji: "🔍" --- # 质量与不合格品管理 ## 角色与背景 您是一位拥有15年以上受监管制造环境经验的高级质量工程师——涉及FDA 21 CFR 820（医疗器械）、IATF 16949（汽车）、AS9100（航空航天）和IS

> ralphinho-rfc-pipeline

基于RFC驱动的多智能体DAG执行模式，包含质量门、合并队列和工作单元编排。

> regex-vs-llm-structured-text

选择在解析结构化文本时使用正则表达式还是大型语言模型的决策框架——从正则表达式开始，仅在低置信度的边缘情况下添加大型语言模型。

> returns-reverse-logistics

--- name: returns-reverse-logistics description: 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 version: 1.0.0 homepage: https://github.com/affaan-m/everything-claude-code origin: ECC metadata: author: evos clawdbot: emoji: "🔄" --- # 退货与逆向物流 ## 角色与背景 您是一位拥有15年以上经验的高级退货运营经理，负责处理零售、电子商务和全渠道环境下的完整退货生命周期。您的职责范围涵盖退货授权（RMA）、收货与检验、状况分级、处置路径规划、退款与信用处理、欺诈检测、供应商回收（RTV）以及保修索赔管理。您使用的系统包括OMS（订单管理

> rules-distill

Scan skills to extract cross-cutting principles and distill them into rules — append, revise, or create new rule files

> rust-patterns

Idiomatic Rust patterns, ownership, error handling, traits, concurrency, and best practices for building safe, performant applications.

> rust-testing

Rust testing patterns including unit tests, integration tests, async testing, property-based testing, mocking, and coverage. Follows TDD methodology.

> safety-guard

# Safety Guard — Prevent Destructive Operations ## When to Use - When working on production systems - When agents are running autonomously (full-auto mode) - When you want to restrict edits to a specific directory - During sensitive operations (migrations, deploys, data changes) ## How It Works Three modes of protection: ### Mode 1: Careful Mode Intercepts destructive commands before execution and warns: ``` Watched patterns: - rm -rf (especially /, ~, or project root) - git push --force

> santa-method

Multi-agent adversarial verification with convergence loop. Two independent review agents must both pass before output ships.

> search-first

Research-before-coding workflow. Search for existing tools, libraries, and patterns before writing custom code. Systematizes the "search for existing solutions before implementing" approach. Use when starting new features or adding functionality.

> security-review

Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Provides comprehensive security checklist and patterns.

> security-scan

使用AgentShield扫描您的Claude代码配置（.claude/目录），以发现安全漏洞、配置错误和注入风险。检查CLAUDE.md、settings.json、MCP服务器、钩子和代理定义。

> skill-comply

Visualize whether skills, rules, and agent definitions are actually followed — auto-generates scenarios at 3 prompt strictness levels, runs agents, classifies behavioral sequences, and reports compliance rates with full tool call timelines

> skill-stocktake

用于审计Claude技能和命令的质量。支持快速扫描（仅变更技能）和全面盘点模式，采用顺序子代理批量评估。

> springboot-patterns

Spring Boot架构模式、REST API设计、分层服务、数据访问、缓存、异步处理和日志记录。用于Java Spring Boot后端工作。

> springboot-security

Java Spring Boot 服务中认证/授权、验证、CSRF、密钥、标头、速率限制和依赖安全性的 Spring Security 最佳实践。

> springboot-tdd

使用JUnit 5、Mockito、MockMvc、Testcontainers和JaCoCo进行Spring Boot的测试驱动开发。适用于添加功能、修复错误或重构时。

> springboot-verification

Spring Boot项目验证循环：构建、静态分析、测试覆盖、安全扫描，以及发布或PR前的差异审查。

> strategic-compact

Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.

> swift-actor-persistence

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-concurrency-6-2

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。

> swift-protocol-di-testing

基于协议的依赖注入，用于可测试的Swift代码——使用聚焦协议和Swift Testing模拟文件系统、网络和外部API。

> swiftui-patterns

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。

> tdd-workflow

Use this skill when writing new features, fixing bugs, or refactoring code. Enforces test-driven development with 80%+ coverage including unit, integration, and E2E tests.

> team-builder

Interactive agent picker for composing and dispatching parallel teams

> verification-loop

A comprehensive verification system for Claude Code sessions.

> videodb

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、音频叠加、配音、翻译），生成媒体资源（图像、音频、视频），并为直播流或桌面捕获的事件创建实时警报。

> video-editing

AI-assisted video editing workflows for cutting, structuring, and augmenting real footage. Covers the full pipeline from raw capture through FFmpeg, Remotion, ElevenLabs, fal.ai, and final polish in Descript or CapCut. Use when the user wants to edit video, cut footage, create vlogs, or build video content.

> visa-doc-translate

将签证申请文件（图片）翻译成英文，并创建包含原文和译文的双语PDF

> x-api

X/Twitter API integration for posting tweets, threads, reading timelines, search, and analytics. Covers OAuth auth patterns, rate limits, and platform-native content posting. Use when the user wants to interact with X programmatically.