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Claude代码智能体系统
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Claude代码智能体系统

基于 JavaScript · 开源 AI 工具,GitHub 社区精选
英文名:everything-claude-code
⭐ 180.7k Stars 🍴 27.9k Forks 💻 JavaScript 📄 MIT 🏷 AI 8.5分
8.5AI 综合评分
MCP协议AI智能体代码生成Claude API开发工具
✦ AI Skill Hub 推荐

everything-claude-code 是一款MCP 工具,可直接接入 Claude 等 AI 客户端(GitHub 181k⭐)。开源MCP工具:The agent harness performance optimization system. Skills, instincts, memory, se。⭐180.7k · J。配置方法:将 MCP 服务器条目添加至 claude_desktop_config.json,重启 Claude Desktop 即可使用。AI Skill Hub 编辑推荐,适合希望提升 AI 工作流效率的开发者和运营者。

📚 深度解析

Claude代码智能体系统 是一款基于 JavaScript 的开源工具,在 GitHub 上收获 181k+ Star,是MCP协议、AI智能体、代码生成、Claude API领域中的优质开源项目。开源工具的最大优势在于代码完全透明,你可以审计每一行代码的安全性,也可以根据自身需求进行二次开发和定制。

**为什么要使用开源工具而非商业 SaaS?**
对于个人开发者和有隐私需求的用户,本地部署的开源工具意味着数据不离本机,不受第三方服务商的数据政策约束。同时,开源工具通常没有使用次数限制和月度费用,一次安装即可长期使用,对于高频使用场景的总拥有成本(TCO)远低于订阅制商业工具。

**安装与环境准备**
Claude代码智能体系统 依赖 JavaScript 运行环境。建议通过 pyenv(Python)或 nvm(Node.js)管理 JavaScript 版本,避免全局环境污染。对于新手用户,推荐先创建虚拟环境(python -m venv venv && source venv/bin/activate),再安装依赖,这样即使出现问题也可以随时删除虚拟环境重新开始,不影响系统稳定性。

**社区与维护**
GitHub Issue 和 Discussion 是获取帮助的最快渠道。在提问前建议先检查 Closed Issues(已关闭的问题),大多数常见问题都已有解答。遇到 Bug 时,提供 pip list 的输出、完整错误堆栈和最小可复现示例,能显著提高开发者响应速度。AI Skill Hub 将持续追踪 Claude代码智能体系统 的版本更新,及时通知重要功能变化。

📋 工具概览

基于Claude的MCP开源智能体框架,集成技能、本能、记忆和搜索能力。通过优化agent性能,支持复杂代码生成和自动化开发任务。适合AI开发者、系统架构师和需要智能编程助手的团队使用。

Claude代码智能体系统 是一款基于 JavaScript 开发的开源工具,专注于 MCP协议、AI智能体、代码生成 等核心功能。作为 GitHub 开源项目,它拥有活跃的社区支持和持续的版本迭代,代码完全透明可审计,支持本地部署以保护数据隐私。无论是个人使用还是集成到企业工作流,都能提供稳定可靠的解决方案。

GitHub Stars
⭐ 180.7k
开发语言
JavaScript
支持平台
Windows / macOS / Linux
维护状态
活跃维护,更新频繁
开源协议
MIT
AI 综合评分
8.5 分
工具类型
AI工具
Forks
27.9k

📖 中文文档

以下内容由 AI Skill Hub 根据项目信息自动整理,如需查看完整原始文档请访问底部「原始来源」。

基于Claude的MCP开源智能体框架,集成技能、本能、记忆和搜索能力。通过优化agent性能,支持复杂代码生成和自动化开发任务。适合AI开发者、系统架构师和需要智能编程助手的团队使用。

Claude代码智能体系统 是一款基于 JavaScript 开发的开源工具,专注于 MCP协议、AI智能体、代码生成 等核心功能。作为 GitHub 开源项目,它拥有活跃的社区支持和持续的版本迭代,代码完全透明可审计,支持本地部署以保护数据隐私。无论是个人使用还是集成到企业工作流,都能提供稳定可靠的解决方案。

📌 核心特色
  • 开源免费,支持本地部署,数据完全自主可控
  • 活跃的 GitHub 开源社区,持续迭代更新
  • 提供详细文档和使用示例,新手友好
  • 支持自定义配置,灵活适配不同使用环境
  • 可作为基础组件集成进现有技术栈或进行二次开发
🎯 主要使用场景
  • 本地部署运行,保护数据隐私,满足合规要求
  • 自定义集成到现有系统,扩展技术栈能力
  • 作为开源基础组件进行商业化二次开发
以下安装命令基于项目开发语言和类型自动生成,实际以官方 README 为准。
安装命令
# 方式一:npm 全局安装
npm install -g everything-claude-code

# 方式二:npx 直接运行(无需安装)
npx everything-claude-code --help

# 方式三:项目依赖安装
npm install everything-claude-code

# 方式四:从源码运行
git clone https://github.com/affaan-m/everything-claude-code
cd everything-claude-code
npm install
npm start
📋 安装步骤说明
  1. 访问 GitHub 仓库页面
  2. 按照 README 文档完成依赖安装
  3. 根据系统环境完成初始化配置
  4. 参考官方示例或文档开始使用
  5. 遇到问题可在 GitHub Issues 中查找解答
以下用法示例由 AI Skill Hub 整理,涵盖最常见的使用场景。
常用命令 / 代码示例
# 命令行使用
everything-claude-code --help

# 基本用法
everything-claude-code [options] <input>

# Node.js 代码中使用
const everything_claude_code = require('everything-claude-code');

const result = await everything_claude_code.run(options);
console.log(result);
以下配置示例基于典型使用场景生成,具体参数请参照官方文档调整。
配置示例
# everything-claude-code 配置说明
# 查看配置选项
everything-claude-code --config-example > config.yml

# 常见配置项
# output_dir: ./output
# log_level: info
# workers: 4

# 环境变量(覆盖配置文件)
export EVERYTHING_CLAUDE_CODE_CONFIG="/path/to/config.yml"
📑 README 深度解析 真实文档 完整度 64/100 查看 GitHub 原文 →
以下内容由系统直接从 GitHub README 解析整理,保留代码块、表格与列表结构。

简介

<p align="center"> <img src="assets/hero.png" alt="ECC - the agent harness operating system" width="100%" /> </p>

<p align="center"> <a href="https://www.star-history.com/affaan-m/ecc"> <picture> <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/badge?repo=affaan-m/ECC&type=trending&theme=dark" /> <img src="https://api.star-history.com/badge?repo=affaan-m/ECC&type=trending" alt="GitHub Trending Repository of the Day" height="46" /> </picture> </a> <a href="https://www.star-history.com/affaan-m/ecc"> <picture> <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/badge?repo=affaan-m/ECC&type=rank&theme=dark" /> <img src="https://api.star-history.com/badge?repo=affaan-m/ECC&type=rank" alt="Star History Global Rank" height="46" /> </picture> </a> </p>

<p align="center"> <strong>Language:</strong> <a href="README.md">English</a> | <a href="docs/pt-BR/README.md">Português (Brasil)</a> | <a href="README.zh-CN.md">简体中文</a> | <a href="docs/zh-TW/README.md">繁體中文</a> | <a href="docs/ja-JP/README.md">日本語</a> | <a href="docs/ko-KR/README.md">한국어</a> | <a href="docs/tr/README.md">Türkçe</a> | <a href="docs/ru/README.md">Русский</a> | <a href="docs/vi-VN/README.md">Tiếng Việt</a> | <a href="docs/th/README.md">ไทย</a> | <a href="docs/de-DE/README.md">Deutsch</a> | <a href="docs/es/README.md">Español</a> | <a href="docs/uk-UA/README.md">Українська</a> | <a href="docs/pl/README.md">Polski</a> | <a href="docs/bn/README.md">বাংলা</a> </p>

<p align="center"> <a href="https://discord.gg/36yGMHGFbR"><img src="https://img.shields.io/discord/1496644400590094540?logo=discord&logoColor=white&label=Discord&color=5865F2" alt="Discord" /></a> <a href="https://ecc.tools"><img src="https://img.shields.io/badge/Website-ecc.tools-E07856?logo=googlechrome&logoColor=white" alt="Website" /></a> <a href="https://github.com/apps/ecc-tools"><img src="https://img.shields.io/badge/GitHub%20App-ECC%20Tools-181717?logo=github&logoColor=white" alt="GitHub App" /></a> <a href="LICENSE"><img src="https://img.shields.io/badge/license-MIT-blue.svg" alt="MIT license" /></a> </p>

<p align="center"> <a href="https://github.com/affaan-m/ECC"><img src="https://img.shields.io/github/stars/affaan-m/ECC?style=flat" alt="GitHub stars" /></a> <a href="https://github.com/affaan-m/ECC/forks"><img src="https://img.shields.io/github/forks/affaan-m/ECC?style=flat" alt="GitHub forks" /></a> <a href="https://github.com/affaan-m/ECC/graphs/contributors"><img src="https://img.shields.io/github/contributors/affaan-m/ECC?style=flat" alt="Contributors" /></a> <a href="https://github.com/marketplace/ecc-tools"><img src="https://img.shields.io/endpoint?url=https%3A%2F%2Fapi.ecc.tools%2Fbadge%2Finstalls&logo=github" alt="GitHub App installs" /></a> </p>

<p align="center"> <a href="https://www.npmjs.com/package/ecc-universal"><img src="https://img.shields.io/npm/dw/ecc-universal?label=ecc-universal&logo=npm" alt="ecc-universal npm downloads" /></a> <a href="https://www.npmjs.com/package/ecc-agentshield"><img src="https://img.shields.io/npm/dw/ecc-agentshield?label=ecc-agentshield&logo=npm" alt="ecc-agentshield npm downloads" /></a> </p>

<p align="center"> <img src="https://img.shields.io/badge/-Shell-4EAA25?logo=gnu-bash&logoColor=white" alt="Shell" /> <img src="https://img.shields.io/badge/-TypeScript-3178C6?logo=typescript&logoColor=white" alt="TypeScript" /> <img src="https://img.shields.io/badge/-Python-3776AB?logo=python&logoColor=white" alt="Python" /> <img src="https://img.shields.io/badge/-Go-00ADD8?logo=go&logoColor=white" alt="Go" /> <img src="https://img.shields.io/badge/-Java-ED8B00?logo=openjdk&logoColor=white" alt="Java" /> <img src="https://img.shields.io/badge/-Perl-39457E?logo=perl&logoColor=white" alt="Perl" /> <img src="https://img.shields.io/badge/-Markdown-000000?logo=markdown&logoColor=white" alt="Markdown" /> </p>

[!WARNING] Official sources only. Install ECC only from verified channels: the GitHub repository github.com/affaan-m/ECC, the npm packages ecc-universal and ecc-agentshield, the GitHub App, the plugin slug ecc@ecc, and the project website ecc.tools. Third-party re-uploads and unofficial mirrors are not maintained or reviewed by the project and may contain malware.

What's New

Current release: 2.2.3 (2026-10-01). Highlights of the 2.2 line:

  • Guided, manifest-driven setup across Claude Code, Codex, and Kimi Code, with install-state ownership, doctor, repair, and uninstall.
  • Native Antigravity install, a thin Pi adapter, and the packed-artifact release gate tested on Linux, macOS, and Windows.
  • Plan Canvas browser review, the unified memory vault (ecc memory), and the Itô compute skill family.

Full history: CHANGELOG.md. Per-release notes and evidence live under docs/releases/.

What's Inside

ECC/
|-- agents/           # 71 specialized subagents for delegation
|-- skills/           # 293 reusable workflows loaded on demand
|-- commands/         # 94 maintained slash-command shims
|-- rules/            # opt-in common and language standards
|-- hooks/            # runtime automation and enforcement
|-- scripts/          # install, repair, sync, orchestration, and checks
|-- .claude-plugin/   # Claude Code marketplace manifest
|-- .codex/           # Codex reference configuration and agent roles
|-- .opencode/        # OpenCode plugin, commands, and instructions
|-- .cursor/          # Cursor rules and hook adapter
|-- docs/             # public setup, architecture, and operating guides

The root is the source of truth. Platform adapters package or map these same workflows instead of maintaining separate copies.

<details> <summary><strong>Annotated component catalog</strong></summary>

ECC/
|-- .claude-plugin/   # Plugin and marketplace manifests
|   |-- plugin.json         # Plugin metadata and component paths
|   |-- marketplace.json    # Marketplace catalog for /plugin marketplace add
|
|-- agents/           # 71 specialized subagents for delegation
|   |-- planner.md           # Feature implementation planning
|   |-- architect.md         # System design decisions
|   |-- tdd-guide.md         # Test-driven development
|   |-- code-reviewer.md     # Quality and security review
|   |-- security-reviewer.md # Vulnerability analysis
|   |-- build-error-resolver.md
|   |-- e2e-runner.md        # Playwright E2E testing
|   |-- refactor-cleaner.md  # Dead code cleanup
|   |-- doc-updater.md       # Documentation sync
|   |-- docs-lookup.md       # Documentation/API lookup
|   |-- chief-of-staff.md    # Communication triage and drafts
|   |-- loop-operator.md     # Autonomous loop execution
|   |-- harness-optimizer.md # Harness config tuning
|   |-- cpp-reviewer.md      # C++ code review
|   |-- cpp-build-resolver.md # C++ build error resolution
|   |-- fsharp-reviewer.md   # F# functional code review
|   |-- go-reviewer.md       # Go code review
|   |-- go-build-resolver.md # Go build error resolution
|   |-- python-reviewer.md   # Python code review
|   |-- database-reviewer.md # Database/Supabase review
|   |-- typescript-reviewer.md # TypeScript/JavaScript code review
|   |-- java-reviewer.md     # Java/Spring Boot code review
|   |-- java-build-resolver.md # Java/Maven/Gradle build errors
|   |-- kotlin-reviewer.md   # Kotlin/Android/KMP code review
|   |-- kotlin-build-resolver.md # Kotlin/Gradle build errors
|   |-- harmonyos-app-resolver.md # HarmonyOS/ArkTS app development
|   |-- ruby-reviewer.md     # Ruby/Rails code review
|   |-- rust-reviewer.md     # Rust code review
|   |-- rust-build-resolver.md # Rust build error resolution
|   |-- pytorch-build-resolver.md # PyTorch/CUDA training errors
|   |-- mle-reviewer.md      # Production ML pipeline, eval, serving, and monitoring review
|
|-- skills/           # Workflow definitions and domain knowledge
|   |-- coding-standards/           # Language best practices
|   |-- clickhouse-io/              # ClickHouse analytics, queries, data engineering
|   |-- backend-patterns/           # API, database, caching patterns
|   |-- frontend-patterns/          # React, Next.js patterns
|   |-- frontend-slides/            # HTML slide decks and PPTX-to-web presentation workflows
|   |-- article-writing/            # Long-form writing in a supplied voice without generic AI tone
|   |-- content-engine/             # Multi-platform social content and repurposing workflows
|   |-- market-research/            # Source-attributed market, competitor, and investor research
|   |-- osint-investigation/        # OSINT methodology: competing hypotheses, falsification, visual and evidence verification
|   |-- investor-materials/         # Pitch decks, one-pagers, memos, and financial models
|   |-- investor-outreach/          # Personalized fundraising outreach and follow-up
|   |-- continuous-learning/        # Legacy v1 Stop-hook pattern extraction
|   |-- continuous-learning-v2/     # Instinct-based learning with confidence scoring
|   |-- iterative-retrieval/        # Progressive context refinement for subagents
|   |-- strategic-compact/          # Manual compaction suggestions (Longform Guide)
|   |-- tdd-workflow/               # TDD methodology
|   |-- security-review/            # Security checklist
|   |-- eval-harness/               # Verification loop evaluation (Longform Guide)
|   |-- verification-loop/          # Continuous verification (Longform Guide)
|   |-- videodb/                    # Video and audio: ingest, search, edit, generate, stream
|   |-- golang-patterns/            # Go idioms and best practices
|   |-- golang-testing/             # Go testing patterns, TDD, benchmarks
|   |-- cpp-coding-standards/       # C++ coding standards from C++ Core Guidelines
|   |-- cpp-testing/                # C++ testing with GoogleTest, CMake/CTest
|   |-- django-patterns/            # Django patterns, models, views
|   |-- django-security/            # Django security best practices
|   |-- django-tdd/                 # Django TDD workflow
|   |-- django-verification/        # Django verification loops
|   |-- laravel-patterns/           # Laravel architecture patterns
|   |-- laravel-security/           # Laravel security best practices
|   |-- laravel-tdd/                # Laravel TDD workflow
|   |-- laravel-verification/       # Laravel verification loops
|   |-- python-patterns/            # Python idioms and best practices
|   |-- python-testing/             # Python testing with pytest
|   |-- quarkus-patterns/           # Java Quarkus patterns
|   |-- quarkus-security/           # Quarkus security
|   |-- quarkus-tdd/                # Quarkus TDD
|   |-- quarkus-verification/       # Quarkus verification
|   |-- rails-patterns/             # Rails architecture patterns
|   |-- springboot-patterns/        # Java Spring Boot patterns
|   |-- springboot-security/        # Spring Boot security
|   |-- springboot-tdd/             # Spring Boot TDD
|   |-- springboot-verification/    # Spring Boot verification
|   |-- configure-ecc/              # Interactive installation wizard
|   |-- security-scan/              # AgentShield security auditor integration
|   |-- java-coding-standards/      # Java coding standards
|   |-- jpa-patterns/               # JPA/Hibernate patterns
|   |-- postgres-patterns/          # PostgreSQL optimization patterns
|   |-- nutrient-document-processing/ # Document processing with Nutrient API
|   |-- database-migrations/        # Migration patterns (Prisma, Drizzle, Django, Go)
|   |-- api-design/                 # REST API design, pagination, error responses
|   |-- deployment-patterns/        # CI/CD, Docker, health checks, rollbacks
|   |-- docker-patterns/            # Docker Compose, networking, volumes, container security
|   |-- e2e-testing/                # Playwright E2E patterns and Page Object Model
|   |-- content-hash-cache-pattern/ # SHA-256 content hash caching for file processing
|   |-- cost-aware-llm-pipeline/    # LLM cost optimization, model routing, budget tracking
|   |-- regex-vs-llm-structured-text/ # Decision framework: regex vs LLM for text parsing
|   |-- swift-actor-persistence/    # Thread-safe Swift data persistence with actors
|   |-- swift-protocol-di-testing/  # Protocol-based DI for testable Swift code
|   |-- search-first/               # Research-before-coding workflow
|   |-- skill-stocktake/            # Audit skills and commands for quality
|   |-- liquid-glass-design/        # iOS 26 Liquid Glass design system
|   |-- foundation-models-on-device/ # Apple on-device LLM with FoundationModels
|   |-- swift-concurrency-6-2/      # Swift 6.2 Approachable Concurrency
|   |-- mle-workflow/               # Production ML data contracts, evals, deployment, monitoring
|   |-- perl-patterns/              # Modern Perl 5.36+ idioms and best practices
|   |-- perl-security/              # Perl security patterns, taint mode, safe I/O
|   |-- perl-testing/               # Perl TDD with Test2::V0, prove, Devel::Cover
|   |-- autonomous-loops/           # Autonomous loop patterns: sequential pipelines, PR loops, DAG orchestration
|   |-- plankton-code-quality/      # Write-time code quality enforcement with Plankton hooks
|   |-- codehealth-mcp/             # Optional CodeScene Code Health MCP skill (opt-in)
|   |-- docs/examples/project-guidelines-template.md  # Template for project-specific skills
|
|-- commands/         # Maintained slash-entry compatibility; prefer skills/
|   |-- plan.md             # /plan - Implementation planning
|   |-- code-review.md      # /code-review - Quality review
|   |-- build-fix.md        # /build-fix - Fix build errors
|   |-- refactor-clean.md   # /refactor-clean - Dead code removal
|   |-- quality-gate.md     # /quality-gate - Verification gate
|   |-- learn.md            # /learn - Extract patterns mid-session (Longform Guide)
|   |-- learn-eval.md       # /learn-eval - Extract, evaluate, and save patterns
|   |-- checkpoint.md       # /checkpoint - Save verification state (Longform Guide)
|   |-- setup-pm.md         # /setup-pm - Configure package manager
|   |-- go-review.md        # /go-review - Go code review
|   |-- go-test.md          # /go-test - Go TDD workflow
|   |-- go-build.md         # /go-build - Fix Go build errors
|   |-- skill-create.md     # /skill-create - Generate skills from git history
|   |-- instinct-status.md  # /instinct-status - View learned instincts
|   |-- instinct-import.md  # /instinct-import - Import instincts
|   |-- instinct-export.md  # /instinct-export - Export instincts
|   |-- evolve.md           # /evolve - Cluster instincts into skills
|   |-- prune.md            # /prune - Delete expired pending instincts
|   |-- pm2.md              # /pm2 - PM2 service lifecycle management
|   |-- multi-plan.md       # /multi-plan - Multi-agent task decomposition
|   |-- multi-execute.md    # /multi-execute - Orchestrated multi-agent workflows
|   |-- multi-backend.md    # /multi-backend - Backend multi-service orchestration
|   |-- multi-frontend.md   # /multi-frontend - Frontend multi-service orchestration
|   |-- multi-workflow.md   # /multi-workflow - General multi-service workflows
|   |-- sessions.md         # /sessions - Session history management
|   |-- test-coverage.md    # /test-coverage - Test coverage analysis
|   |-- update-docs.md      # /update-docs - Update documentation
|   |-- update-codemaps.md  # /update-codemaps - Update codemaps
|   |-- python-review.md    # /python-review - Python code review
|-- legacy-command-shims/   # Opt-in archive for retired shims such as /tdd and /eval
|   |-- tdd.md              # /tdd - Prefer the tdd-workflow skill
|   |-- e2e.md              # /e2e - Prefer the e2e-testing skill
|   |-- eval.md             # /eval - Prefer the eval-harness skill
|   |-- verify.md           # /verify - Prefer the verification-loop skill
|   |-- orchestrate.md      # /orchestrate - Prefer dmux-workflows or multi-workflow
|
|-- rules/            # Always-follow guidelines (copy to ~/.claude/rules/ecc/)
|   |-- README.md            # Structure overview and installation guide
|   |-- common/              # Language-agnostic principles
|   |   |-- coding-style.md    # Immutability, file organization
|   |   |-- git-workflow.md    # Commit format, PR process
|   |   |-- testing.md         # TDD, 80% coverage requirement
|   |   |-- performance.md     # Model selection, context management
|   |   |-- patterns.md        # Design patterns, skeleton projects
|   |   |-- hooks.md           # Hook architecture, TodoWrite
|   |   |-- agents.md          # When to delegate to subagents
|   |   |-- security.md        # Mandatory security checks
|   |-- typescript/          # TypeScript/JavaScript specific
|   |-- python/              # Python specific
|   |-- golang/              # Go specific
|   |-- swift/               # Swift specific
|   |-- php/                 # PHP specific
|   |-- arkts/               # HarmonyOS / ArkTS specific
|
|-- hooks/            # Trigger-based automations
|   |-- README.md                 # Hook documentation, recipes, and customization guide
|   |-- hooks.json                # All hooks config (PreToolUse, PostToolUse, Stop, etc.)
|   |-- memory-persistence/       # Session lifecycle hooks (Longform Guide)
|   |-- strategic-compact/        # Compaction suggestions (Longform Guide)
|
|-- scripts/          # Cross-platform Node.js scripts
|   |-- lib/                     # Shared utilities
|   |   |-- utils.js             # Cross-platform file/path/system utilities
|   |   |-- package-manager.js   # Package manager detection and selection
|   |-- hooks/                   # Hook implementations
|   |   |-- session-start.js     # Load context on session start
|   |   |-- session-end.js       # Save state on session end
|   |   |-- pre-compact.js       # Pre-compaction state saving
|   |   |-- suggest-compact.js   # Strategic compaction suggestions
|   |   |-- evaluate-session.js  # Extract patterns from sessions
|   |-- setup-package-manager.js # Interactive PM setup
|
|-- tests/            # Test suite
|   |-- lib/                     # Library tests
|   |-- hooks/                   # Hook tests
|   |-- run-all.js               # Run all tests
|
|-- contexts/         # Dynamic system prompt injection contexts (Longform Guide)
|   |-- dev.md              # Development mode context
|   |-- review.md           # Code review mode context
|   |-- research.md         # Research/exploration mode context
|
|-- examples/         # Example configurations and sessions
|   |-- CLAUDE.md             # Example project-level config
|   |-- user-CLAUDE.md        # Example user-level config
|   |-- saas-nextjs-CLAUDE.md   # Real-world SaaS (Next.js + Supabase + Stripe)
|   |-- go-microservice-CLAUDE.md # Real-world Go microservice (gRPC + PostgreSQL)
|   |-- django-api-CLAUDE.md      # Real-world Django REST API (DRF + Celery)
|   |-- laravel-api-CLAUDE.md     # Real-world Laravel API (PostgreSQL + Redis)
|   |-- rust-api-CLAUDE.md        # Real-world Rust API (Axum + SQLx + PostgreSQL)
|
|-- mcp-configs/      # MCP server configurations
|   |-- mcp-servers.json    # GitHub, Supabase, Vercel, Railway, etc.
|
|-- ecc_dashboard.py  # Desktop GUI dashboard (Tkinter)
|
|-- marketplace.json  # Self-hosted marketplace config (for /plugin marketplace add)
</details>

<details> <summary><strong>Dashboard GUI</strong></summary>

Launch the desktop dashboard to visually explore ECC components:

```bash npm run dashboard

Install with Claude Code

Use the guided setup or native plugin commands. Both install the same ecc@ecc plugin. Choose one and do not stack a full manual Claude install on top.

ECC Tools
ECC Pro + GitHub App

Install free · Private repos from $19/seat/mo

Sponsor ECC

Fund the open-source project
Discord
Community

Discord · Q&A · Show and Tell

</div>

<sub>OSS stays free. This repo is MIT-licensed forever. ECC Pro is the hosted GitHub App for private repos. <a href="https://github.com/sponsors/affaan-m">Sponsors</a> and <a href="https://ecc.tools/pricing">Pro subscribers</a> fund the work. That's why a single maintainer ships weekly across 7 harnesses.</sub>

<sub><strong>Partners &amp; sponsors</strong></sub>

<p align="center" aria-label="Partners and sponsors"> <a href="https://www.coderabbit.ai" title="CodeRabbit"><img src="assets/images/sponsors/coderabbit.png" height="54" alt="CodeRabbit" /></a>&nbsp;&nbsp;&nbsp; <a href="https://www.greptile.com/go/ecc" title="Greptile"><img src="assets/images/sponsors/greptile.png" height="54" alt="Greptile" /></a>&nbsp;&nbsp;&nbsp; <a href="https://platform.kimi.ai?aff=ecc" title="Moonshot AI - Kimi"><picture><source media="(prefers-color-scheme: dark)" srcset="assets/images/sponsors/moonshot-dark.png" /><img src="assets/images/sponsors/moonshot.png" width="132" alt="Moonshot AI - Kimi" /></picture></a>&nbsp;&nbsp;&nbsp; <a href="https://compute.itomarkets.com" title="Itô Markets"><picture><source media="(prefers-color-scheme: light)" srcset="assets/images/sponsors/ito-transparent-light.png" /><img src="assets/images/sponsors/ito-transparent.png" width="96" alt="Itô Markets" /></picture></a>&nbsp;&nbsp;&nbsp; <a href="https://serpapi.com/github-ecc" title="SerpApi: Web Search API"><picture><source media="(prefers-color-scheme: dark)" srcset="assets/images/sponsors/serpapi-logo-dark-mode.svg" /><img src="assets/images/sponsors/serpapi-logo-light-mode.svg" width="200" alt="SerpApi: Web Search API" /></picture></a> </p>

<sub><strong>Past sponsors:</strong> <a href="https://www.atlascloud.ai/?utm_source=github&amp;utm_medium=link&amp;utm_campaign=ECC">Atlas Cloud</a> · <a href="https://github.com/mikejmorgan-ai">Mike Morgan (inactive)</a></sub>

<sub><strong>Community sponsors:</strong> <a href="https://github.com/jasonwu513">@jasonwu513</a> · <a href="https://github.com/1anter">@1anter</a> · <a href="https://github.com/massimotodaro">@massimotodaro</a> · <a href="https://github.com/meadmccabe">@meadmccabe</a></sub>

<sub><a href="https://github.com/sponsors/affaan-m"><strong>Become a Sponsor</strong></a> · <a href="SPONSORS.md">Sponsor Tiers</a> · <a href="SPONSORING.md">Sponsorship Program</a></sub>

</div>

<p align="center"><a href="#install-ecc">Jump to install ↓</a></p>

Install ECC

[!IMPORTANT] ECC 2.2 includes guided package setup for Claude Code, Codex, and Kimi Code. The universal package requires Node.js 18 or newer. Claude plugin setup also requires Git and Claude Code 2.1 or newer on PATH.

Advanced Install Options

<details> <summary><strong>Low-context install with no hook runtime</strong></summary>

of ~/.claude/skills; do not nest manual installs under ~/.claude/skills/ecc/)

mkdir -p ~/.claude/skills cp -r .agents/skills/* ~/.claude/skills/ cp -r skills/search-first ~/.claude/skills/

Reset / Uninstall ECC

If you installed from the universal package, run these commands from the same project directory used for installation:

npx ecc-universal@2.2.3 list-installed
npx ecc-universal@2.2.3 doctor
npx ecc-universal@2.2.3 repair
npx ecc-universal@2.2.3 uninstall --dry-run
npx ecc-universal@2.2.3 uninstall

From a source checkout, inspect the managed state before reinstalling:

node scripts/ecc.js list-installed
node scripts/ecc.js doctor
node scripts/ecc.js repair
node scripts/ecc.js uninstall --dry-run

For a direct source-checkout uninstall:

node scripts/uninstall.js --dry-run
node scripts/uninstall.js

If you are leaving, the uninstall command prints an optional 20-second feedback form. It is a public GitHub issue, never blocks uninstall, and ECC does not upload diagnostics. You can also run ecc feedback at any time to see the problem, feedback, and feature routes.

Plugin users should remove the plugin from Claude Code, then delete only the rule folders they manually copied and no longer want. ECC only removes files recorded in its install-state. It does not claim unrelated files in your harness directories.

If you stacked methods, clean up in this order:

1. Remove the Claude Code plugin install. 2. Run the ECC uninstall command from the project directory that contains the managed install-state. 3. Delete any extra rule folders you copied manually and no longer want. 4. Reinstall once, using a single path. </details>

Optional: maintained slash-command compatibility during migration

mkdir -p ~/.claude/commands cp commands/*.md ~/.claude/commands/


Retired shims live in `legacy-command-shims/`. Copy individual files from there only if you still need old names such as `/tdd`.
</details>

<details>
<summary><strong>Project-local rules instead of global rules</strong></summary>

Use project-local rules when ECC's standards should apply to one repository rather than every Claude Code session:
bash cd your-project mkdir -p .claude/rules/ecc cp -R /path/to/ECC/rules/common .claude/rules/ecc/ cp -R /path/to/ECC/rules/typescript .claude/rules/ecc/

Rules are always-loaded context, so begin with `common` and one pack for the stack you actually use. When copying rules manually, copy the whole language directory (for example `rules/common` or `rules/golang`), not the files inside it, so relative references keep working and filenames do not collide.
</details>

<details>
<summary><strong>Fully manual Claude install</strong></summary>

Use this only when you are intentionally skipping the plugin path:
bash git clone https://github.com/affaan-m/ECC.git cd ECC ./install.sh --profile full --enable-hooks

Windows:
powershell git clone https://github.com/affaan-m/ECC.git cd ECC .\install.ps1 --profile full --enable-hooks

These examples enable the automatic hook runtime. To install without hooks, replace `--enable-hooks` with `--no-hooks`.

If you choose this path, stop there. Do not also run `/plugin install`.

For hand-picked manual installs, Claude discovers skills as direct children of `~/.claude/skills/`; do not nest them under `~/.claude/skills/ecc/`.

#### Install hooks

Do not copy the raw repo `hooks/hooks.json` into `~/.claude/settings.json` or `~/.claude/hooks/hooks.json`. That file is plugin/repo-oriented; use the installer so hook command paths are rewritten correctly:
bash bash ./install.sh --target claude --modules hooks-runtime --enable-hooks

That installs the hook scripts under `~/.claude/` and registers the resolved
hook entries in `~/.claude/settings.json`. Existing user settings and hooks are
preserved; ECC-owned entries are tracked by stable ID for idempotent updates
and safe uninstall.

If you installed ECC via `/plugin install`, do not copy those hooks into `settings.json`. Claude Code v2.1+ already auto-loads plugin `hooks/hooks.json`, and duplicating them in `settings.json` causes duplicate execution and cross-platform hook conflicts.

On Windows, Claude's config root is `%USERPROFILE%\.claude`; install the hook runtime with:
powershell pwsh -File .\install.ps1 --target claude --modules hooks-runtime --enable-hooks

#### Configure MCPs

Claude plugin installs intentionally do not auto-enable ECC's bundled MCP server definitions. This avoids overlong plugin MCP tool names on strict third-party gateways while keeping manual MCP setup available.

Use Claude Code's `/mcp` command or CLI-managed MCP setup for live Claude Code server changes; Claude Code persists those choices in `~/.claude.json`. For repo-local MCP access, copy desired MCP server definitions from `mcp-configs/mcp-servers.json` into a project-scoped `.mcp.json`.

ECC ships exactly one default connector (`chrome-devtools`); everything else is a skill wrapping a CLI/REST API or an opt-in catalog entry. The rule and the June 2026 audit that retired the previous six defaults live in [docs/MCP-CONNECTOR-POLICY.md](docs/MCP-CONNECTOR-POLICY.md).

If you already run your own copies of ECC-bundled MCPs, set:
bash export ECC_DISABLED_MCPS="chrome-devtools" ```

ECC-managed install and Codex sync flows will skip or remove those bundled servers instead of re-adding duplicates. ECC_DISABLED_MCPS is an ECC install/sync filter, not a live Claude Code toggle.

Important: Replace YOUR_*_HERE placeholders with your actual API keys. </details>

<details> <summary><strong>Multi-model commands require additional setup</strong></summary>

multi-* commands are not covered by the base plugin/rules install.

To use /multi-plan, /multi-execute, /multi-backend, /multi-frontend, and /multi-workflow, you must also install the ccg-workflow runtime. Choose and review an exact release using the upstream CCG installation guide, then initialize that installed runtime. ECC does not bundle CCG or attest to a compatible, audited CCG release; this guide does not bootstrap an unspecified registry version.

That runtime provides the external dependencies these commands expect, including:

  • ~/.claude/bin/codeagent-wrapper
  • ~/.claude/.ccg/prompts/*

Without ccg-workflow, these multi-* commands will not run correctly. </details>

<details> <summary><strong>Reset, repair, or uninstall</strong></summary>

Self-Hosted Models and Custom Endpoints

ECC works through each harness's normal configuration, so you can use an official provider, a compatible custom API endpoint or model gateway, or a self-hosted model without changing ECC's workflows.

For Claude Code, ECC does not hardcode Anthropic-hosted transport settings. Minimal gateway example:

export ANTHROPIC_BASE_URL=https://your-gateway.example.com
export ANTHROPIC_AUTH_TOKEN=your-token
claude

If your gateway remaps model names, configure that in Claude Code rather than in ECC. ECC's hooks, skills, commands, and rules are model-provider agnostic once the claude CLI is already working. See Anthropic's LLM gateway documentation and model configuration documentation.

Run or self-host any open-source model behind that gateway using separate compute and serving setup. If you need GPU capacity, Itô is ECC's preferred compute sponsor; any GPU provider works. The sponsorship link is passive: it does not invoke an RFQ, reserve capacity, provision compute, or configure serving. Separately, ecc ito find invokes the explicitly configured canonical Itô CLI and submits a live authenticated RFQ; it does not reserve capacity. Managed inference through Itô is not live yet.

Itô compute CLI bridge

ecc ito delegates to the separately installed canonical Itô client; ECC does not maintain a second API client. ecc ito login [--no-browser] performs device authorization, opens the Itô verification page by default, and persists a device token in macOS Keychain; --no-browser suppresses the page handoff. ECC itself does no browser automation. ecc ito auth is validation-only and rejects --no-browser. The available operations are ecc ito login, ecc ito auth, ecc ito find, ecc ito status, and the separately gated ecc ito evals. The matching MCP tools remain ito_auth, ito_find, and ito_status; ito_auth validates existing credentials and node qualification is CLI-only.

The ito-compute-cli package is currently unpublished. Build it locally from the Itô runtime repo (private while the desk hardens; design partners get access) under cli/ito-compute-cli, run npm ci and npm run check, then set ECC_ITO_CLI_EXECUTABLE to that build's absolute dist/bin/ito.js path. Login never inherits ITO_API_KEY; auth, find, and status forward ITO_API_KEY directly when configured, and ITO_AUTH_MODE=legacy is not required. ecc ito logout revokes the current device credential and retains its local copy if remote revocation cannot be confirmed. Device tokens use macOS Keychain by default; explicit file fallback must retain owner-only directory/file permissions. ECC does not discover this credential-bearing client through PATH. See the ito-compute skill for the full RFQ authority and MCP setup contract.

find submits a live authenticated RFQ. It does not reserve capacity. evals requires both ITO_ENABLE_SIXTYTWO_LIVE=1 and --live-sixtytwo, a separately installed sixtytwo-cli==0.3.33, an explicit node list, and an existing absolute configuration directory. It cannot rent, launch, recover, repair, or purchase. ECC exposes no quote lock, purchase, workload, or inference path, and it never replaces a missing client or failed live call with a local result.

Find the right components first

Ask the packaged advisor which components match your work:

node scripts/ecc.js consult "security reviews" --target claude

It returns matching components, related profiles, and preview/install commands. Use the preview command before installing if you want to inspect the exact file plan.

You can also install explicit skills or capabilities:

./install.sh --target claude --skills tdd-workflow,security-review
node scripts/ecc.js install --profile minimal --target claude --with capability:machine-learning

Manual component-by-component copying also works. Each component is fully independent:

```bash

🇨🇳 中文文档镜像 AI 翻译 2026-05-23
英文原文章节由系统翻译为中文摘要,便于快速理解。完整原文见上方 "📑 README 深度解析"。
📌 简介

本项目是一个 Claude Code 插件 - 可以直接安装或手动复制组件。

⚡ 功能介绍

本项目包含以下功能:

📋 环境依赖

环境依赖与系统要求:

🔌 API 说明

API/接口说明:

🔄 工作流/模块

工作流 / 模块说明:

❓ FAQ 摘要

常见问题解答:

🎯 aiskill88 AI 点评 A 级 2026-05-16

成熟的agent框架实现,集成多维能力系统,高星关注度反映其实用价值。适合构建复杂自动化应用,代码质量和维护活跃度优秀。

📚 实用指南(长尾问题)
适合谁
  • 使用 Cursor 编辑器、希望提升 AI 编程效率的开发者
  • 需要让 Claude / Cursor 操作本地工具的 AI 工程师
  • 构建多智能体协作系统的 Agent 开发者
  • 跨境业务、多语言内容运营团队
最佳实践
  • 配置 MCP 服务器时建议使用 stdio 传输 + JSON-RPC,避免暴露公网
  • 生产部署优先使用 Docker Compose 隔离依赖,并挂载 volume 持久化数据
  • Agent 任务先做 dry-run 验证工具调用链,再开启自主执行
  • Cursor rules 控制在 80 行内,否则模型上下文成本会显著上升
常见错误
  • API key 直接提交到 git 仓库(请用 .env 并加入 .gitignore)
  • MCP 配置路径拼错或权限不足,重启 Claude Desktop 才生效
  • 容器内无法访问宿主机 localhost — 使用 host.docker.internal
部署方案
  • Docker:everything-claude-code 提供官方镜像,docker compose up 一键启动
  • CLI:直接 npm install -g / pip install,命令行调用
  • 云端托管:可放在 Vercel / Railway / Fly.io 等 PaaS 平台
相关搜索
everything-claude-code 中文教程everything-claude-code 安装报错怎么办everything-claude-code MCP 配置everything-claude-code Docker 部署everything-claude-code Agent 工作流everything-claude-code 与同类工具对比everything-claude-code 最佳实践everything-claude-code 适合谁用

⚡ 核心功能

👥 适合谁
  • 使用 Cursor 编辑器、希望提升 AI 编程效率的开发者
  • 需要让 Claude / Cursor 操作本地工具的 AI 工程师
  • 构建多智能体协作系统的 Agent 开发者
  • 跨境业务、多语言内容运营团队
⭐ 最佳实践
  • 配置 MCP 服务器时建议使用 stdio 传输 + JSON-RPC,避免暴露公网
  • 生产部署优先使用 Docker Compose 隔离依赖,并挂载 volume 持久化数据
  • Agent 任务先做 dry-run 验证工具调用链,再开启自主执行
  • Cursor rules 控制在 80 行内,否则模型上下文成本会显著上升
⚠️ 常见错误
  • API key 直接提交到 git 仓库(请用 .env 并加入 .gitignore)
  • MCP 配置路径拼错或权限不足,重启 Claude Desktop 才生效
  • 容器内无法访问宿主机 localhost — 使用 host.docker.internal

👥 适合人群

AI 技术爱好者研究人员和学生开发者和工程师技术创业者

🎯 使用场景

  • 本地部署运行,保护数据隐私,满足合规要求
  • 自定义集成到现有系统,扩展技术栈能力
  • 作为开源基础组件进行商业化二次开发

⚖️ 优点与不足

✅ 优点
  • +GitHub 180.7k Star,社区高度认可
  • +MIT 协议,可免费商用
  • +完全开源免费,无授权费用
  • +本地部署,数据完全自主可控
  • +开发者社区支持,遇问题可查可问
⚠️ 不足
  • −安装和初始配置可能需要一定技术基础
  • −功能完整性通常不如成熟商业产品
  • −技术支持主要依赖开源社区,响应速度不稳定
⚠️ 使用须知

AI Skill Hub 为第三方内容聚合平台,本页面信息基于公开数据整理,不对工具功能和质量作任何法律背书。

建议在沙箱或测试环境中充分验证后,再部署至生产环境,并做好必要的安全评估。

📄 License 说明

✅ MIT 协议 — 最宽松的开源协议之一,可自由商用、修改、分发,仅需保留版权声明。

🔗 相关工具推荐

📚 相关教程推荐
📰 相关 AI 新闻
🍿 AI 圈相关吃瓜
🗺️ 相关解决方案
🧩 你可能还需要
基于当前 Skill 的能力图谱,自动补全的工具组合

❓ 常见问题 FAQ

通过MCP协议连接,配置Claude API密钥后即可使用其agent能力
💡 AI Skill Hub 点评

总体来看,Claude代码智能体系统 是一款质量优秀的AI工具,在同类工具中具备一定竞争力。AI Skill Hub 将持续追踪其更新动态,建议收藏备用,结合自身场景选择合适时机引入使用。

📚 深入学习 Claude代码智能体系统
查看分步骤安装教程和完整使用指南,快速上手这款工具
🌐 原始信息
原始名称 everything-claude-code
原始描述 开源MCP工具:The agent harness performance optimization system. Skills, instincts, memory, se。⭐180.7k · JavaScript
Topics MCP协议AI智能体代码生成Claude API开发工具
GitHub https://github.com/affaan-m/everything-claude-code
License MIT
语言 JavaScript
🔗 原始来源
🐙 GitHub 仓库  https://github.com/affaan-m/everything-claude-code 🌐 官方网站  https://ecc.tools

收录时间:2026-05-13 · 更新时间:2026-05-16 · License:MIT · AI Skill Hub 不对第三方内容的准确性作法律背书。

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