这个仓库里同时放了 Claude Bootstrap 和 Maggy 两样东西。Claude Bootstrap 是一套可安装的配置包，包含 skills、hooks、rules 和模板，能把 Claude Code 变成一个会自我审查、强制跑测试、还能跨会话记住上下文的工程系统。Maggy 则是可选的本地服务器，加上多模型路由、网页仪表盘、意图驱动协议和插件编排，让你在一个面板里把任务分发给 13 个模型。原文建议先从 Bootstrap 开始，需要这套 harness 时再加 Maggy，并提到有 1100 多个测试、73 个技能、15 个 MCP 工具，每天用在生产代码库里。适合想给 Claude Code 加 TDD 强制、质量门禁和跨上下文记忆的独立工程师，也适合想让团队从单一仪表盘路由 Claude、DeepSeek、Kimi、Gemini、Codex 并做成本感知模型选择的人。
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Claude Bootstrap + Maggy Turn Claude Code into a self reviewing, test enforced engineering system that remembers context across sessions — then route work across 13 models from a single dashboard. Claude Bootstrap is an installable config pack (skills, hooks, rules, templates) for Claude Code. Maggy is the optional local server that adds multi model routing, a web dashboard, intent driven protocols, and plugin orchestration. Both live in this repo. Start with Bootstrap; add Maggy when you need the harness. 1100+ tests. 73 skills. 15 MCP tools. Used daily across production codebases. Who This Is For Solo engineers using Claude Code who want TDD enforcement, quality gates, and memory that survives context compaction — without changing their workflow Teams routing work across Claude, DeepSeek, Kimi, Gemini, and Codex from a single dashboard with cost aware model selection Platform engineers building AI assisted developer tooling who need a reference implementation with intent tracking, protocol execution, and plugin architecture Choose Your Path Claude Bootstrap Maggy Harness What it is Skills, hooks, rules installed into /.claude/ Local FastAPI server + web dashboard Install time 30 seconds 5 minutes (Python 3.11+, API keys) Requires Claude Code (also works with Codex, Kimi, Gemini CLI) Everything in Bootstrap + Python + optional Docker You get TDD enforcement, 73 skills, quality gates, ADR reviews, iCPG, Mnemos memory All of Bootstrap + 13 tier routing, skill protocols, Telos testing, Cortex MCP, plugins, dashboard Bootstrap — 30 second install [安装/使用命令见下方] Your next Claude Code session picks it up automatically. Full Harness — zero config [安装/使用命令见下方] (or from source: cd maggy && ./install.sh && maggy serve ) No API keys required to start — Maggy runs in local mode and, on first launch, discovers your local git repos and opens the dashboard pointed at them. Add GITHUB TOKEN / ANTHROPIC API KEY later only if you want GitHub sync or API model features. See GETTING STA