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汇总报告**\n的完整闭环。你不在时它们自动推进、自我打磨；需要你拍板的地方——质量闸门、任务分支的\n采纳与丢弃——它们会亮起「待裁决」等你，绝不静默替你决定。\n\n<img src=\"docs/screenshots/home.png\" width=\"820\" alt=\"CodeBee 主界面：极简新建任务 + 任务列表\">\n\n零第三方依赖：纯 Python 标准库（3.8+），本地 Web 界面，数据全部落盘可回放，\n不会把你的任务内容交给任何第三方。\n\n\n\n### 最新版更新内容（v0.1.65）\n\n- 非小说任务不再生成「作品简介」垃圾（报告腔标题实案修复）\n- 简介自动净化：剥标题符/列表符/加粗\n\n\n\n---\n\n<!-- relnotes:start -->\n### 最新版更新内容（v0.1.77）\n\n- 连载重写「36 个 run 全不达标」治本：续写大纲/起草/修订/打磨提示词统一认工作目录锁定章纲（章纲/*ch-NN.md，缺则回退大纲）——编排者即兴大纲与评审基准永久互斥的结构病根拔除，老书零影响\n<!-- relnotes:end -->\n\n\n---\n\n## 功能速览\n\n### 🐝 蜂巢工作台：实时盯进度，像看蜂群干活\n\n运行详情按智能体分格，谁在采蜜一目了然：每只蜜蜂带忙碌动画，点一下直接看该 CLI\n的实时日志流；步骤卡片记录每一步的角色、耗时、token 与费用。\n\n<div>\n<img src=\"docs/screenshots/hive.png\" width=\"400\" align=\"top\" alt=\"蜂巢工作台\">\n<img src=\"docs/screenshots/run_steps.png\" width=\"400\" align=\"top\" alt=\"步骤时间线与 CLI 日志\">\n</div>\n\n### ⚔️ 跨厂商对抗式评审\n\n评审者强制来自与作者不同的模型族——同族自评有同款盲区，换一双\"眼睛\"才挑得出\n陈词滥调。评审按维度独立打分 + 提行级意见，不达标自动回炉修订；无跨厂商可用时\n如实备注，绝不伪装。\n\n<img src=\"docs/screenshots/bindings.png\" width=\"820\" alt=\"CLI 绑定：跨厂商模型链\">\n\n### 🔗 模型链跨厂商降级\n\n「CLI 绑定」页把模型链配成 `主模型 → 备选 → 再备选`，每条自带供应商凭据注入\n（API key + 地址，只影响 CodeBee 发起的调用，不改写 CLI 全局配置）。主模型瞬态失败\n（503/限流）自动切下一条——可能是另一家厂商的模型。配额耗尽、供应商欠费也能自动接力。\n\n### 🧠 经验库：越跑越好，无需人工维护\n\n每次任务结束由编排者复盘评审暴露的问题，自动沉淀为教训并归类（情节逻辑 / 人物塑造 /\n节奏爽点 / 文笔风格 / 一致性 / 流程规范），下次同类任务自动注入提示词。内置规范包\n（如七猫签约标准）自动注入小说类任务；「插件市场」一键安装社区经验包。\n\n<div>\n<img src=\"docs/screenshots/skills.png\" width=\"400\" align=\"top\" alt=\"经验库\">\n<img src=\"docs/screenshots/market.png\" width=\"400\" align=\"top\" alt=\"插件市场\">\n</div>\n\n### 📚 知识库：你的个人知识管理库\n\n与经验库是一对搭档——教训记「别这么做」，知识记「已知是这样」。任务结束由编排者\n从产出材料（调研报告/文档）自动提炼可复用知识条目，默认直接转正参与注入；也可手动\n新建。条目按任务类型与相关性自动注入同类任务的规划与评审提示词；事实带账龄，\nas_of 超 90 天注入时自动标注「可能过期」。\n\n<img src=\"docs/screenshots/knowledge.png\" width=\"820\" alt=\"知识库：自动提炼 + 标签过滤 + 手动新建\">\n\n### 🛠 智能体管理台：检测 / 安装 / 升级 / 一键绑模型\n\n自动检测本机全部 CLI（含版本号），安装失败时 AI 读日志自动诊断给修正命令；「默认模型」\n写回各家 CLI 自己的配置文件；「一键绑定推荐模型」按协议适配与可用性自动配好跨厂商链。\n\n<img src=\"docs/screenshots/agents.png\" width=\"820\" alt=\"智能体管理：目录检测与一键绑定\">\n\n### 📡 模型接入：十种来源聚合\n\n点「导入」扫描本机 CCSwitch / Claude Code / Codex CLI / ZCode / Qwen / Gemini /\nOpenCode / Continue / Cursor / Trae 十种工具的配置，一次带入全部供应商（自动拉取模型\n列表与价格表）；也支持手动添加任意 OpenAI / Anthropic 兼容网关。密钥只存本机。\n\n<img src=\"docs/screenshots/models.png\" width=\"820\" alt=\"模型接入：多来源供应商聚合\">\n\n### 📊 用量台账：每一分钱都有账\n\n所有真实 LLM 调用（编排步骤、编排者直连、连通性冒烟、AI 修复）计入 append-only\n台账：总 tokens、成功率、累计费用、每日趋势（纯 SVG 零依赖），按工具 / 智能体 /\n模型 / 角色 / 任务类型五维排行，支持今天 / 近 7 天 / 近 30 天 / 全部。\n\n<img src=\"docs/screenshots/usage.png\" width=\"820\" alt=\"用量统计\">\n\n### ⏱ 自动化：定时任务无人值守\n\n按计划自动运行任务（每天 / 每周 / 间隔 / 一次性），复用真实运行链到点开跑；\n错过的临时任务标记跳过不补跑，连载类错过自动断点续跑。\n\n<img src=\"docs/screenshots/automation.png\" width=\"820\" alt=\"自动化：定时任务列表与下次运行时间\">\n\n### 📖 帮助中心与作品信息\n\n**F1** 随时呼出多章帮助中心（快速上手 / 模型接入与绑定 / 功能一览 / 连载创作流程 /\n发布上架 / 代码任务与版本 / 自动化与技能市场 / 常见问题），设置页与工作台头部的\n「?」直达对应章节。连载任务详情页「作品信息」按发布平台生成建书表单资料\n（番茄 / 七猫），逐字段复制即用；封面生成与发布上架通道打通最后一公里。\n\n<div>\n<img src=\"docs/screenshots/help.png\" width=\"400\" align=\"top\" alt=\"帮助中心\">\n<img src=\"docs/screenshots/bookmeta.png\" width=\"400\" align=\"top\" alt=\"作品信息：按平台生成建书资料\">\n</div>\n\n### 更多内置能力\n\n- **17 种任务类型**：直接执行、代码、小说、连载小说、自媒体文章、短视频脚本、\n  文档、翻译、扫榜选材、缺陷复盘、调研报告、演讲稿、工作汇报、商务邮件、技术方案、简历、标书编制；\n  全部支持自定义流程（引擎 / 评审维度 / 阈值 / 轮数 / 提示词覆盖）；\n- **质量闸门与裁决**：评审失败≠0 分照过、降级大纲不开写、超时但已落盘的稿件照常\n  送评审；需要人拍板的事项进「待裁决」队列（徽章 + 提示音），`tools/bee.py`\n  命令行不开浏览器也能过裁决；\n- **产物隔离在任务分支**：指定代码版本的任务，产物提交在 `codebee/<task-id>`\n  分支上（工作区始终干净），详情页 Git 工作台看 diff，一键合并回原分支或丢弃；\n- **运行中指挥**：任务跑着也能递话——文字 / 截图 / 附件注入下一轮；\n- **对话模式**：不拆步骤、直接执行，时间线式对话页，随时追话续上下文；\n- **自动化**：定时任务复用真实运行链，到点自动开跑（错过的一次性任务不补跑）；\n- **禅道 Bug 自动修复**：多产品档案（每产品配我方端/前后端仓库/负责人），定时扫描\n  激活 Bug 先排查定责（模块路由规则 > AI 判端 > 留人工）——我方端自动建修复任务\n  跑完整代码链，修完自动合并；双端问题修完我方部分后带修复报告转派另一端负责人，\n  非我方转回报告人；测试指错人也按排查结论改派；修复失败自动升级转派；群机器人\n  全程播报（设置页「禅道」子页配置）；\n- **多任务并发**：任务默认立即启动、无等待队列，并发保护上限默认 12；连载任务超时/中断自动\n  断点续跑；\n- **远程访问**：手机同一 WiFi 直开、Tailscale 外网可达、Cloudflare Tunnel 固定\n  域名——8 位访问令牌保护，多端实时同步（SSE），单设备控制权防互踩；\n- **7 套皮肤**（默认「深海」），每套自带日间 / 夜间两版，安装默认即 深海·日间 + 中文。\n\n---\n\n## 快速开始\n\n**方式一：npm 安装（推荐，普通用户）**\n\n需要本机装有 [Node.js](https://nodejs.org) 与 [Python 3.8+](https://www.python.org/downloads/)\n（Windows 装 Python 时勾选 “Add python.exe to PATH”）。然后：\n\n```bat\nnpm install -g codebee\ncodebee\n```\n\n`codebee` 命令会启动服务并自动打开浏览器（默认 `http://127.0.0.1:8765`）。\n**启动后那个命令行窗口就是服务本身**——保持开着别关，Ctrl+C 即退出。\n每一步启动进度都会实时打印，卡在哪一步一眼可见。\n\n升级：`npm update -g codebee`，或在界面「设置 → 关于与更新」里一键升级；\n发现新版本时页面会直接展示本次更新内容。\n\n数据存放在用户目录（Windows `%APPDATA%\\CodeBee`，macOS/Linux `~/.codebee`），\n升级/重装不影响；老版本 Tutti 目录（`%APPDATA%\\Tutti`）会被自动沿用，无需迁移。\n\n### macOS：npm 全局安装报 EACCES（permission denied）\n\n官方 pkg 安装的 Node，全局目录 `/usr/local/lib/node_modules` 归 root，直接\n`npm install -g codebee` 会报\n`EACCES: permission denied, mkdir '/usr/local/lib/node_modules/codebee'`。\n**不要用 sudo 装**：装完目录归 root，应用内「一键升级」（以普通用户跑\n`npm install -g codebee@latest`）之后每次都会撞同样的权限错误。\n正确做法是把 npm 全局目录改到用户目录下，一次配好、安装与自动升级都畅通：\n\n```bash\nmkdir -p ~/.npm-global\nnpm config set prefix \"~/.npm-global\"\necho 'export PATH=\"$HOME/.npm-global/bin:$PATH\"' >> ~/.zshrc\nsource ~/.zshrc\nnpm install -g codebee\n```\n\n默认 shell 是 bash 的话，把第 3 行的 `~/.zshrc` 换成 `~/.bash_profile`。\n用 Homebrew 装的 Node（prefix 在 `/opt/homebrew`）没有这个问题，可直接安装。\n验证 `which codebee` 指向 `~/.npm-global/bin/codebee` 即配置成功。\n\n### macOS：HTTPS 请求报 SSL 证书错误（CERTIFICATE_VERIFY_FAILED）\n\npython.org 安装的 Python 不读 macOS 系统钥匙串，本机又没有可用的 CA 束时，\n「获取模型列表 / 适配测试 / 插件市场」等所有 HTTPS 检测会报\n`certificate verify failed: unable to get local issuer certificate`。\nCodeBee 已内置兜底：出站请求自动加载 certifi 与 macOS 系统证书束\n（`/etc/ssl/cert.pem`），多数机器无需任何操作。若仍报错，补齐证书后重试：\n\n```bash\npython3 -m pip install --upgrade certifi   # CodeBee 自动采用，装完即生效\n# 或：Finder → 应用程序 → Python 3.x → 双击 Install Certificates.command\n```\n\n**方式二：源码运行（开发者）**\n\n```bat\ngit clone https://github.com/Vercel-By-WXP/CodeBee.git\ncd CodeBee\nstart.bat\n:: 或\npython app\\main.py --port 8765\n```\n\n自动打开 `http://127.0.0.1:8765`。源码模式数据落仓库 `data/` 目录。\n\n## 作者侧命令行（可选）\n\n不开浏览器也能过裁决队列（本机免令牌）：\n\n```bat\npython tools\\bee.py status            :: 任务总览（含待裁决标记）\npython tools\\bee.py pending           :: 待裁决队列（分支 / 变更文件）\npython tools\\bee.py diff    <task>    :: 看本次变更\npython tools\\bee.py approve <task>    :: 采纳——任务分支合并回原分支\npython tools\\bee.py discard <task>    :: 否决——删除任务分支（需输 yes）\n```\n\n## 任务类型与自定义流程\n\n主表单的「类型」下拉即流程列表，点「管理」可新增/编辑自定义流程（引擎、评审维度、\n阈值、轮数、产出文件名、起草/评审提示词覆盖）。内置 17 种；禅道工单是自动转成\n`code` 修复任务的集成入口，不另占菜单类型：\n\n| 类型 | 引擎 | 流程 |\n|---|---|---|\n| 💬 直接执行 | direct | 不拆步骤直接跑，时间线对话页可追话续上下文 |\n| 💻 代码 | code | 实现 → 验证 → 跨厂商评审 → 自动修复/换将 |\n| 📖 小说 | review | 起草 → 多维评审（情节/人物/文笔/节奏/吸引力）→ 修订 → 发布门禁 |\n| 📚 连载小说 | review | 大纲 → 逐章起草/评审/修订 → 全局一致性评审 → 合并成书（断点续跑/继续连载） |\n| 📰 自媒体文章 | review | 平台化标题/开头/结构 → 多维评审 → 修订 → 发布门禁 |\n| 🎬 短视频脚本 | review | 画面 + 口播 + 字幕/音效 → 多维评审 → 修订 → 发布门禁 |\n| 📝 文档 | review | 起草 → 多维评审（准确性/结构/表达/实用）→ 修订 → 门禁 |\n| 🌐 翻译 | review | 起草 → 多维评审（忠实度/流畅度/术语/风格）→ 修订 → 门禁 |\n| 📈 扫榜选材 | direct | 抓七猫/番茄/起点/纵横四平台榜单 → 跨平台题材/人设/切入点洞察，逐条附 A-E 证据分级 |\n| 🕓 缺陷复盘 | direct | 读禅道/Jira 导出 → 产品/开发/测试三视角复盘报告 |\n| 🔍 调研报告 | review | 起草 → 多维评审（全面性/深度/论据/结论）→ 修订 → 门禁 |\n| 🎤 演讲稿 | review | 起草 → 多维评审（主题/结构/感染力/语言）→ 修订 → 门禁 |\n| 📅 工作汇报 / ✉️ 商务邮件 / 📋 技术方案 / 📄 简历 | review | 各自专属角色、交付约束与评审维度 |\n| 📑 标书编制 | review | 招标文件对齐评分点 → 多维评审（应答/合规/针对性）→ 修订 → 门禁 |\n\n三种引擎：\n- **direct 引擎**：单智能体直接执行目标，保留会话上下文，适合问答、探索和无需评审链的快捷任务；\n- **code 引擎**：实现者在工作目录直接改代码 → 执行验证命令（确定性结果）→ 跨厂商评审\n  （结构化 JSON）→ 不通过则自动修复循环（至多 2 轮）→ 仍失败自动换将全量重实现；\n- **review 引擎**：作者起草产出文件 → 多个评审智能体按维度独立打分 + 提问题 →\n  任一维度低于阈值则汇总 major 意见回炉修订 → 所有维度达标才标记\"达到发布标准\"。\n\n自定义流程的参数在创建任务时固化到任务上，之后修改流程定义不影响已建任务。\n\n### 连载小说与继续连载\n\n「连载小说」按批次写作：大纲 → 逐章起草/每章评审修订 → 全局一致性评审 → 合并成书。\n写完一批想接着写下一批（比如先写了前 10 章，现在续写 11–20 章）：\n\n- **侧栏任务右键 → 「继续连载（新任务）」**，或打开任务/运行详情点「继续连载」按钮；\n- 弹框填续写章数（默认与上一批相同）→ 自动**新建一个任务**开跑。\n\n续写任务沿用原任务的目标/上下文/工作目录/评审设置，从已写到的新一章接着写：\n旧章一字不动，章节文件（`chapter-NN.md`）与成书合并（`manuscript.md`）都按\n全书章号衔接；续写大纲会自动注入前情大纲与最新一章结尾作衔接锚点，保证跨批\n剧情连贯；新任务标题自动带「·续 / ·续2」代数。若上一批没写完（超时/中断），\n先用「↻ 重试任务」断点续跑补完本批（继承大纲与已完成章），再「继续连载」写\n下一批。「继续连载」只出现在连载任务上（带章节衔接语义）。\n\n任何任务右键 → 「基于此任务新建」可把同款配置预填进新建表单（连载的章节衔接\n请用「继续连载」；沿用同一工作目录会覆盖原产出，表单会提醒）。\n\n## 极简输入 + 会话延续\n\n主表单只有 3 项：**类型、目标（一句话）、工作目录**（自动记住上次填写）。\n标题自动取目标首行；其余（上下文/验证命令/编排模式/实现者/评审组/轮数/阈值）全部\n收进\"高级选项\"折叠，默认全智能无需改动。\n\n**在已有会话上继续**：「继续会话」下拉列出本机**已安装且支持会话恢复**的 CLI\n（Codex CLI、Claude Code、OpenCode、QwenCode、MiMo Code 等），选中后 CodeBee 扫描\n其本地会话（时间 / 项目 / 内容预览），挑一条即可延续那个会话的完整上下文——\n实现者自动指定为对应智能体，规划、实现、修复都在原会话上进行（评审仍用新鲜\n上下文避免偏见）。\n\n各家会话存放位置与恢复方式（2026-09 本机实测）：\n\n| CLI | 会话位置 | 恢复方式 |\n| --- | --- | --- |\n| Codex CLI | `~/.codex/sessions/**.jsonl` | `codex exec resume <sid>` |\n| Claude Code | `~/.claude/projects/*/<sid>.jsonl` | `claude -p --resume <sid>` |\n| OpenCode | `~/.local/share/opencode/opencode.db`（SQLite） | `opencode run -s <sid>` |\n| QwenCode | `~/.qwen/projects/*/chats/<sid>.jsonl` | `qwen -r <sid>` |\n| MiMo Code | `~/.local/share/mimocode/mimocode.db`（SQLite） | `mimo run -s <sid>` |\n\n两点注意：续会话是**显式指定**，不要求该 CLI 在设置页开启「参与编排」；\nheadless 一次性调用的 CLI（如 DeepSeek Harness）不支持会话恢复，不出现在下拉里。\n\n## 手机 / 远程访问\n\n服务默认监听 `0.0.0.0`，启动时控制台会打印所有可用地址：\n\n```\n[CodeBee] 本机      http://127.0.0.1:8765\n[CodeBee] 局域网    http://192.168.x.x:8765/?token=xxxxxxxx   ← 手机同一 WiFi 直接打开\n[CodeBee] Tailscale http://100.x.x.x:8765/?token=xxxxxxxx     ← 外网随时随地访问\n```\n\n- **令牌**：远程访问受访问令牌保护（首次启动生成，存于 `data/remote.json`；本机\n  127.0.0.1 免令牌）。手机打开带 `?token=` 的地址后自动记住；令牌错误会弹输入门。\n- **多端同步**：所有设备看到同一份实时状态（SSE 推送，秒级），断线自动降级为轮询。\n- **控制权**：同一时刻只有一台设备能操作，空闲时任意操作自动接管，其他设备只读，\n  顶栏胶囊一键抢回；45 秒无操作自动释放。\n- **外网**：手机与电脑都装 [Tailscale](https://tailscale.com) 登录同一账号即随时随地访问。\n\n### 公网访问（自己的域名 + Cloudflare Tunnel）\n\n```bat\n:: 一次性配置：cloudflared 登录后创建隧道并绑定子域名\ncloudflared tunnel login\ncloudflared tunnel create codebee\ncloudflared tunnel route dns --overwrite-dns <隧道UUID> codebee.你的域名.com\n\n:: 之后日常启动（服务 + 隧道一键起）：\nstart-public.bat\n```\n\n- 真本机（不带转发头的 loopback）不受影响。\n- `--public-url` 让「手机连接」弹框的二维码直接给公网地址。\n- 公网暴露面 = 8 位访问令牌；想更强可叠加 Cloudflare Access（零信任，免费档 50 用户）。\n- Cloudflare 免费版即可：无需公网 IP、无需备案、不开任何入站端口。\n\n### 公网访问（零配置临时隧道）\n\n装了 [cloudflared](https://developers.cloudflare.com/cloudflare-one/connections/connect-networks/downloads/)\n（`winget install Cloudflare.cloudflared`）后，**默认启动即自动建立 Cloudflare 临时隧道**：\n控制台打印一个随机的 `https://xxx.trycloudflare.com` 公网地址，出门扫码即用。\n每次重启地址会变（手机重新扫码即可）。\n\n- 已有 Cloudflare 隧道凭据的机器（`~/.cloudflared` 下有 `*.json`）不会自动起临时隧道，\n  请走固定域名路径；`--no-public-tunnel` 可彻底关闭该行为。\n- 打开即自动强制 `--trusted-proxy`：公网暴露 ⇆ 反代回源令牌校验，二者永不分离。\n\n## 多任务并发\n\n任务执行器采用直接启动模式（并发保护上限默认 12，设置页「编排设置」可调 1-12）：多个任务同时跑、\n互不打扰——每个任务独立线程，运行数据按 run 隔离，不进入等待队列。达到保护上限时本次请求明确失败并提示稍后重试；并发数调小只影响后续任务，已有任务继续完成。\n连载任务超时/中断会自动断点续跑；重试前按明确时间退避，防止在网关限流墙上连续撞死，\n这段等待不占执行位，也不属于任务容量排队。\n\n## 编排设置（编排者模型）\n\n「编排设置」页可给 **CodeBee 自己的智能体**指定一个厂商的模型（直连 API，不占\nCLI 会话）：统一负责任务的**规划拆解、难度判定与写作大纲**。未启用或调用失败时\n自动回落为「最强可用 CLI 智能体」规划，流程永不阻塞。三种协议（anthropic /\nopenai / google）都可作编排者；一键测试连通。\n\n## 两种智能体\n\n- **真实智能体**：来自 `data/catalog.json`，已安装且在管理页勾选\"参与编排\"的 CLI；\n- **mock 智能体**（演示智能体 A/B）：内置、零消耗，用于验证流程 / 演示 / 回归测试。\n\nmock 的评分逻辑是确定性的：第 1 轮故意略低于阈值、第 2 轮达标——用来验证发布门禁。\n仅当本机一个真实智能体都没有时才回退显示在表单里。\n\n## 模型接入（API 供应商）\n\n\"模型接入\"页是**主从视图**：左侧选供应商，右侧看该供应商的模型。\n\n- **导入（多来源）**：点「导入」弹出扫描结果，列出本机所有受支持的 AI 工具及各自可导入\n  的供应商数量，勾选后可一次导入。支持 **CCSwitch（含 Claude Desktop / Codex / Gemini /\n  OpenClaw）、Claude Code、Codex CLI、ZCode、Qwen Code、Gemini CLI、OpenCode、Continue、\n  Cursor、Trae**——只读这些工具的配置，不改写它们本身；导入后**自动拉取各供应商的可用\n  模型列表**（后台并发，CCSwitch 的每百万 token 价格表一并带入）；按「来源 + 原始条目」\n  幂等，重复导入原地更新并保留你设置的模型、启停状态与已删除墓碑；\n- **手动添加**：点「＋」弹出表单（名称 / 协议 / API 地址 / 密钥 / 默认与难度模型），\n  保存后自动拉取模型列表；地址若误填成 `.../v1/chat/completions` 会自动收敛为基址；\n- **协议**：`anthropic` 与 `openai` 可注入 CLI；`google`（Gemini）**仅登记**——\n  可查看、可拉取模型列表，但不会出现在 CLI 绑定的下拉里；\n- **左侧供应商列表**：名称、协议、来源标签、已拉取的模型数；支持批量启用/停用/删除；\n  停用即「暂不参与编排」，配置与墓碑保留，随时可再启用；\n- **右侧供应商详情**：测试连接（连通性 + 延迟）；模型按协议分组、每行可测试\n  （1-token 真实对话，显示 `✓ 850ms` 或 `✗ HTTP 402 欠费`）与启停；批量操作原子生效；\n  拖动 ☰ 调整调用优先级；删除模型是标记隐藏而非物理移除（刷新/重导入不会带回来），\n  「已删除 N 个」可恢复；\n- **自动优先级**：新拉取的模型按名称启发式自动排序（pro/opus 强者靠前，\n  mini/flash 便宜者靠后），手动调序后刷新会保留你的顺序；\n- **协议适配**：网关实际支持的 wire（responses / chat completions）可一键「适配测试」\n  实测登记；`protocol=auto` 的供应商按实测能力集自动归类；\n- **运行时语义**：「CLI 绑定」页的**模型链可跨厂商混搭**——每条自带该供应商的\n  凭据注入（API key + 地址），第 1 条是主模型，其余按序降级：主模型瞬态失败\n  （503/限流/无可用通道）自动切到下一条，**可能是另一家厂商的模型**（最多 3 条）；\n  链空则按供应商默认 / 难度路由自动选；同厂商多密钥可配多把 KEY，欠费/冷却自动切备用；\n- **安全**：拉取与测试仅访问用户自己配置的 http/https 地址，解析 IP 做边界校验、\n  禁用重定向；内网自建网关（私网 IP）导入时自动放行 `allow_private`；\n  密钥只存本机 `data/models.json`。\n\nCLI 默认冒烟、供应商可达性、wire 适配、单模型生成、绑定路由与完整任务验收各有不同的\n通过条件；统一错误分类、换路规则和近期失败复盘见 [执行与评测标准](docs/execution-standard.md)。\n\n## 智能编排（默认模式）\n\n任务表单默认\"智能\"模式：只填 **目标 + 工作目录**，其余由系统决定：\n\n1. **规划**：最强可用智能体把目标拆成 ≤4 个有序子任务（JSON 计划，失败退化为单步模板），计划在运行详情可见；\n2. **智能路由**：能力基线 × 历史胜率（过往 run 的 verdict 统计）打分选实现者；评审者强制跨厂商；每一步记录\"为什么选它\"；\n3. **自动修复**：验证或评审不通过 → 问题清单自动发回实现者修复 → 重验证 → 重评审（至多 2 轮）；\n4. **自动换将**：修复穷尽仍失败 → 自动切换到次优智能体全量重实现一次；\n5. **报告**：结论、评分、路由依据、修复轮数、问题清单。\n\n\"手动\"模式保留完整人工控制（指定实现者、评审组等），行为同 v1。\n\n## 智能体管理\n\n\"智能体管理\"页提供：\n\n- **检测**：已装 / 未装、版本号（CLI `--version` / UWP AppxManifest / PowerShell）；\n- **安装 / 升级 / 卸载**：执行 catalog 里配置的命令，日志**实时流式落盘**（边跑边看）；\n  **安装失败时 AI 自动诊断**——真实智能体读取失败日志 + 本机环境给出修正命令，\n  只有命中白名单（`npm install` / `winget install` / `pip install` 前缀）才自动执行，\n  否则留待人工确认；卸载命令由安装命令自动推导，特殊渠道可显式覆盖；\n- **模型配置**：工具默认模型（写回各家配置文件，自动备份 `.bak`）；\n  CodeBee 编排运行时用哪个供应商 / 模型统一在「CLI 绑定」页配置；\n- **编排开关**：决定哪些 CLI 参与任务路由。\n\nKimi Code / MiMo Code / Grok Build / Pi / DeepSeek Harness / Gemini CLI / CodeBuddy CLI /\nTrae Agent 的安装命令已内置（均取自\n各工具官方渠道）。若某个条目的安装命令缺失，直接编辑 `data/catalog.json` 补上\n`install` 字段保存后点\"重新加载 catalog\"即可；点\"恢复默认 catalog\"可回滚。\n\n## 接入原理（已在本机实测）\n\n| CLI | 无头调用 | 输出解析 |\n|---|---|---|\n| Codex CLI | `codex exec --skip-git-repo-check --json -s <sandbox>`（stdin 传提示词） | JSONL 事件流：`item.completed`=回答，`turn.completed`=token 用量 |\n| Claude Code | `claude -p --output-format json`（stdin 传提示词；自动注入 Git Bash 路径与输出上限） | 单个 JSON：`result` / `total_cost_usd` / `usage` |\n| DeepSeek Harness | `dsh --profile headless \"<任务>\"`（任务只能走位置参数） | stdout 即最终回答；退出码 0=完成 / 1=错误 |\n\n- **模型指定因 CLI 而异**：codex/claude 支持运行时注入（env / `-c` 覆盖）；dsh 只认\n  `~/.dsh/settings.yaml` 的配置项，凭据走 `DEEPSEEK_API_KEY` 环境变量（不落盘）；\n  kimi/grok-build/mimo/pi/openclaw 的默认模型落点均已逐一实测内置，配置由 CodeBee\n  托管写入（自动备份）。\n- **协议闸门**：claude 只吃 anthropic wire、codex 只吃 openai responses、dsh 只吃\n  OpenAI 兼容 chat——不匹配的供应商在绑定与起跑前就会被剔除并提示，不会产生\n  「必然失败的注入组合」。\n- 所有子进程：并发读管道防死锁、超时/取消杀整棵进程树（`taskkill /T`）、stdout 全量\n  落盘；输出静默看门狗（默认 600s）防个别 CLI 卡死，超时自动换将接力。\n\n## 目录约定\n\n```\ndata/（npm 安装：%APPDATA%\\CodeBee 或 ~/.codebee；源码模式：仓库 data/）\n  catalog.json          智能体目录（可手动编辑）\n  orchestration.json    编排偏好（参与编排开关）\n  models.json           供应商 / CLI 绑定（跨厂商模型链）/ 多 KEY\n  flows.json            自定义任务流程\n  settings.json         运行设置（最大并发数）\n  tasks/*.json          任务\n  runs/<run_id>/        每次运行：run.json、steps/*.log、report.md、error.log\n  usage/                用量台账（usage-YYYYMM.jsonl，按月分文件，append-only）\n  skills.json           经验库（教训 + 规范包）\n```\n\n安全约束（内置，勿绕过）：配置路径必须位于用户主目录内；任务工作目录必须是已存在的\n绝对路径；稿件文件名消毒后限制在工作目录内；步骤日志读取禁止目录穿越；\n远程写操作需设备控制权 + 访问令牌。\n\n## 测试\n\n```bat\ncd tests && python -m unittest discover -p \"test_*.py\" -v\npython tests\\e2e_service.py   :: 起真实服务的端到端（临时数据目录 + 独立端口，零配额）\nnode tests\\ui_check.mjs       :: Edge headless + CDP 的 UI 交互验证\nnode tests\\ui_audit.mjs       :: 全页面体检（逐页可见性 + 控制台异常）\nnode tests\\ui_skin.mjs        :: 皮肤核验（调色板变量对齐 + 换肤/持久化）\n```\n\n单元测试（解析器/消毒/穿越防护/mock 确定性/流程注册表/跨厂商链/编排者/并发池/\n自更新一致性）+ 端到端（mock 全流程、门禁逻辑、验证失败拦截、服务级 API 全链路），\n全部不消耗真实配额。\n\n发版必须使用根目录的 `npm run release:gate`：它会阻断脏工作区和全量红灯，\n并从实际 npm 归档解包做 Python import 冒烟；只有闸门通过后，`npm run release`\n才会执行 `npm publish`。\n\n## 更新日志\n\n见 [CHANGELOG.md](CHANGELOG.md)。应用内「设置 → 关于与更新」可检查更新、查看\n每次更新的内容并一键升级（npm 安装模式）。\n\n## License\n\n[MIT](LICENSE)\n","readmeFilename":"README.md"}