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Works with

Claude CodeClaude DesktopCursorVS CodeClineCodex CLIOpenClaw+ any MCP client

Install to Claude Code

This server doesn't publish a one-line install command. Follow the setup in the source repository.

Summary

glama.ai](https://glama.ai/mcp/servers/LWTlong/ai-dev-analytics/badges/score.svg)](https://glama.ai/mcp/servers/LWTlong/ai-dev-analytics) 📇 🏠 - An open-source observability layer for AI coding.

README.md

<div align="center">

AIDA

AI 工具资产治理层 — 规则、技能、决策记忆、插件

![version](./package.json) ![license](./LICENSE) ![node](https://nodejs.org) ![tests](#验证) ![aida MCP server](https://glama.ai/mcp/servers/LWTlong/aida)

</div>

---

三大能力

1. 资产治理

扫描 .claude/rules/.cursor/rules/.codex/.aida/ 等目录,找出重复、矛盾、失效的规则和技能。所有写操作走 aida_apply_governance MCP 工具,每批 journal 一次,可通过 aida_undo 一键回滚。

核心 skill: /aida-govern(一站式)

2. 分层决策记忆

用 MADR 格式把 "为什么这段代码这么写" 记录到 .claude/rules/decisions/。Claude Code 通过 paths 前置元数据在相关文件打开时自动加载,无需手动召回。

核心 skill: /aida-remember/aida-remember-branch

3. AI 资产总览

本地 Dashboard(aida dashboard)提供 package.json 风格的资产清单:规则/技能/决策/MCP 配置/插件,一屏看完。

核心 skill: /aida-audit

---

30 秒上手(Claude Code Plugin)

/plugin marketplace add LWTlong/aida
/plugin install aida@aida

重启 Claude Code。12 个 aida-* skill 会立刻可用。

升级:

/plugin update aida

Cursor / Codex / VS Code(可选,走 MCP)

在项目根 .mcp.json 加入:

{ "mcpServers": { "aida": { "command": "npx", "args": ["-y", "aida", "mcp"] } } }

或用一键脚本:

npx aida init

---

Skill 一览

| 类别 | Skill | 用途 | |---|---|---| | 治理 | /aida-govern | 一站式:扫描 → 分析 → 确认 → 一次落盘(覆盖规则过载/任务型规则/文档冗余/跨工具重复/冲突/聚合镜像/2.x 遗留物) | | | /aida-resolve | 解决 AI 资产文件的 git 合并冲突 | | | /aida-sync | 跨工具同步:Claude ↔ Cursor ↔ Codex(你选源→目标) | | | /aida-import | 从本地目录路径安全导入外部 Claude Plugin(先审计风险) | | 只读 | /aida-audit | 扫描并梳理项目所有 AI 资产 | | 记忆 | /aida-remember | 记一条决策为 MADR,Claude Code 自动加载 | | | /aida-remember-branch | 从当前分支的 diff 批量提取决策 | | | /aida-recall | 召回之前沉淀的模块记忆 | | | /aida-analyze | 分支/功能开发完后沉淀"改了什么、为什么" | | | /aida-undo | 回滚最近一次 AIDA 写操作 | | 分享 | /aida-pkg | 打包资产为 Claude Plugin | | | /aida-ui | 打开本地 Dashboard(检查 npm 包 → 引导安装 → 给出启动命令)| | | /aida-help | 显示 skill 参考卡片 |

---

MCP 工具清单

| 工具 | 作用 | |------|------| | aida_bootstrap | 初始化 / 状态检查 / 工具授权清单 | | aida_scan_assets | 扫描所有 AI 资产 | | aida_list_assets / aida_get_asset | 浏览资产 | | aida_apply_governance | 执行治理动作(create/modify/delete/remove-lines),全部 journaled | | aida_undo | 撤销上一次治理操作 | | aida_write_analysis | 写分析报告 | | aida_memory / aida_remember / aida_recall | 读写决策记忆 | | aida_build_plugin | 打包项目资产为 Claude Plugin | | aida_build_self_plugin | 打包 AIDA 自身为 Plugin | | aida_parse_plugin / aida_audit_plugin_risk | 解析/审计外部 Plugin |

---

项目结构

.claude-plugin/
  plugin.json           # Claude Plugin 清单(本仓库本身就是 plugin)
  marketplace.json      # Marketplace 清单
src/
  assets/skills/        # 12 个 aida-* skill 源(plugin skills 字段指过来)
  core/                 # 扫描、治理、undo、memory、plugin builder
  mcp/server.ts         # MCP server
  cli/                  # aida CLI
  dashboard/            # Dashboard 前端产物
.claude/
  rules/decisions/      # MADR 决策记忆(Claude Code 自动加载)
.aida/
  cache/                # 扫描结果 + undo journal

---

验证

npm test
npm run build

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