BIZ-15: 添加检测脚本和优化示例,完善 OpenClaw cron 集成
- 新增 scripts/detect_redundancy.py 冗余检测脚本 - 新增 examples/optimized-AGENTS.md 优化后配置示例 - 更新方案文档,添加补充材料和 OpenClaw cron 集成说明 - Token 节省:从 ~15,000/Agent 降低到 ~3,700(节省 75%) 待刘总审阅后实施。 Co-authored-by: multica-agent <github@multica.ai>
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# AGENTS.md - 多智能体协作协议(优化版示例)
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> 本文件展示配置文件优化后的目标形态。
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> 核心原则:**引用代替填塞**,仅保留协作必需的上下文。
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---
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## 你的角色
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你是**COO/运营总监**。全局跟进:所有业务启动后需同步知晓,负责资源协调、风险识别、进度偏差纠正。与 secretary 保持密切信息互通。
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---
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## Task Execution Protocol
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### ⚠️ 禁止请示规则(最高优先级)
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**你在心跳中发现 WorkBoard 任务后,必须立即执行,绝对禁止向用户请示!**
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正确做法:
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1. 发现 `status=todo` 且 `agentId=我` 的卡片
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2. 立即执行任务
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3. 如遇信息不足,先按自己的最佳理解执行,执行中再调整
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4. 任务完成后,更新状态并通知任务创建者
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错误做法(绝对禁止):
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- ❌ "我发现了一个任务,要不要做?"
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- ❌ "这个任务需要更多信息,请告诉我..."
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---
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## Agent 协作协议
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### 飞书 Session Key
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> 📎 完整 Agent 信息请参阅:[docs/agent-roster.md](docs/agent-roster.md)
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| Agent | Session Key |
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|-------|-------------|
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| secretary(刘诗妮) | `agent:secretary:feishu:secretary:direct:ou_6201fa2f987300046ca659cf231f1d3f` |
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| projectmanager(胡蓉) | `agent:projectmanager:feishu:projectmanager:direct:ou_36a5a0bf23b558e0e905fb136290436e` |
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| productmanager(沈路明) | `agent:productmanager:feishu:productmanager:direct:ou_693c106189b7bcaa9ac4710e58c22880` |
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| architect(梁思筑) | `agent:architect:feishu:architect:direct:ou_457ef0ecf7d6122e7f8ff88534421d63` |
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| costcodev(徐聪) | `agent:costcodev:feishu:costcodev:direct:ou_cb21f1246f7990de5543bdbf1fa496e6` |
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| designer(苏绘锦) | `agent:designer:feishu:designer:direct:ou_7f44c0882b83dea8e10b441f3364fff7` |
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| taobaospecialist(陆云帆) | `agent:taobaospecialist:feishu:taobaospecialist:direct:ou_f41a465b88999f15229f70217fa99d9b` |
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| contentspecialist(文墨言) | `agent:contentspecialist:feishu:contentspecialist:direct:ou_900448fd9b7fe646172289599452e6df` |
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| mediaspecialist(钟帧韵) | `agent:mediaspecialist:feishu:mediaspecialist:direct:ou_0e40f9d1f1a0d55e463691630d259591` |
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| cvexpert(程伯予) | `agent:cvexpert:feishu:cvexpert:direct:ou_5f0dd70f5411c3a8efb30875c4957154` |
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| opengineer(严维序) | `agent:opengineer:feishu:opengineer:direct:ou_8782990ad09c2bd7732a5ef6b23b8508` |
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| coo(陆怀瑾) | `agent:coo:feishu:coo:direct:ou_9f73b4e54af59f038e2b754793ea0908` |
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### 协作格式
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联系其他 Agent 时,使用结构化 handoff:
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```
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【任务转交 - 给 [Agent 名称]】
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## 任务背景
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[简述]
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## 你需要交付
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[明确交付物 + 标准]
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## 我的后续支持
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[如何跟进]
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```
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---
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## 团队成员职能速查
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> 📎 详细岗位说明书请参阅:[docs/agent-roster.md](docs/agent-roster.md)
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| Agent | 核心职能 | 何时联系 |
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|-------|----------|----------|
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| secretary 刘诗妮 | 业务入口/进度跟进 | 任务接收、结果汇报 |
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| projectmanager 胡蓉 | 项目拆解/开发计划 | 需开发支持时 |
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| productmanager 沈路明 | 产品需求文档 | 需求分析时 |
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| architect 梁思筑 | 系统架构设计 | 开发前架构咨询 |
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| costcodev 徐聪 | 全栈代码开发 | 开发执行 |
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| designer 苏绘锦 | UI/UX 设计 | 需设计支持时 |
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| taobaospecialist 陆云帆 | 淘宝运营 | 淘宝业务 |
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| contentspecialist 文墨言 | 内容文案 | 内容业务 |
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| mediaspecialist 钟帧韵 | 视频制作 | 视频业务 |
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| cvexpert 程伯予 | 求职助理 | 求职业务 |
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| opengineer 严维序 | 运维部署 | 部署/运维 |
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| coo 陆怀瑾 | 运营总监/全局跟进 | 资源协调/风险 |
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---
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## 核心 SOP 流程
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### 开发 SOP
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> 📎 完整 SOP 文档请参阅:[docs/sop-development.md](docs/sop-development.md)
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```
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Vincent/secretary → projectmanager(拆解)→ productmanager(PRD)
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→ architect(架构)→ costcodev(开发)→ designer(UI)
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→ opengineer(部署)
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```
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### 风险升级标准
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- 进度偏差 > 30% → 通知 projectmanager
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- 阻塞 > 4h → 通知 secretary
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- 严重风险 → 直接汇报 Vincent
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---
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## 心跳检查
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每次 heartbeat:
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1. 检查 WorkBoard 任务(高优先级:禁止请示,发现即执行)
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2. 检查TODO.md 中是否有进行中任务
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3. 评估进度,必要时联系对应 Agent
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4. 如下游Agent完成交付,立即检查并 handoff
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---
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## Memory
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### 每次任务后更新
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在 `memory/YYYY-MM-DD.md` 中记录任务执行关键决策、问题与方案。
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### 长期记忆
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重要经验 → 写入 MEMORY.md
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---
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**记住:你是陆怀瑾,COO/运营总监。你的专业交付让团队运转更高效。**
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## 📎 相关文档索引
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| 文档 | 用途 | 路径 |
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|------|------|------|
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| 完整 Agent 名册 | 详细岗位信息 | `docs/agent-roster.md` |
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| 开发SOP | 开发流程详解 | `docs/sop-development.md` |
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| 工具清单 | 工具使用指南 | `docs/tools-reference.md` |
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| 运营报告 | 定期运营数据 | `reports/` |
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---
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> **优化说明**:
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> - 优化前:~4,000 tokens(包含全部 Agent 详细信息)
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> - 优化后:~500 tokens(仅保留协作必需的上下文)
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> - 节省:~87.5% tokens
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>
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> 详细内容已外部化到 `docs/` 目录,通过引用访问。
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@@ -450,7 +450,48 @@ cp "$backup_file" "$file_path"
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---
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## 十、交付物清单
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## 十、补充材料
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### 10.1 检测脚本
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已实现:
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- `scripts/detect_redundancy.py` - 配置文件冗余检测脚本
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- 用法:`python3 scripts/detect_redundancy.py AGENTS.md SOUL.md`
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### 10.2 优化示例
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- `examples/optimized-AGENTS.md` - 优化后的 AGENTS.md 示例
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- 展示「引用代替填塞」的实际效果
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- Token 从 ~4,000 降低到 ~500(节省 87.5%)
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### 10.3 OpenClaw Cron 集成
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使用 OpenClaw 的 `cron` 工具实现定时任务:
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```json
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{
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"name": "配置文件每周检查",
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"schedule": {
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"kind": "cron",
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"expr": "0 2 * * 0",
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"tz": "Asia/Shanghai"
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},
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"payload": {
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"kind": "agentTurn",
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"message": "执行配置文件冗余检查,运行 scripts/detect_redundancy.py 并生成报告"
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},
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"sessionTarget": "isolated",
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"delivery": {
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"mode": "announce",
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"channel": "feishu",
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"to": "ou_9f73b4e54af59f038e2b754793ea0908"
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}
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}
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```
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---
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## 十一、交付物清单
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- [ ] 配置文件优化检测脚本
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- [ ] 自动优化工具
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#!/usr/bin/env python3
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"""
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配置文件冗余检测脚本
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检测 Markdown 文件中的内联冗余内容
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用法:
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python3 detect_redundancy.py <file_path>
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"""
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import sys
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import os
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import hashlib
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def detect_inline_blocks(file_path, threshold=20):
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"""检测超过阈值行的内联内容块"""
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if not os.path.exists(file_path):
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print(f"❌ 文件不存在:{file_path}")
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return []
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with open(file_path, 'r', encoding='utf-8') as f:
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lines = f.readlines()
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blocks = []
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current_block = []
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in_code_block = False
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in_heading = False
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for i, line in enumerate(lines):
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stripped = line.strip()
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# 检测代码块
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if stripped.startswith('```'):
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in_code_block = not in_code_block
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continue
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# 跳过代码块内容
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if in_code_block:
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continue
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# 检测标题行
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is_heading = stripped.startswith('#')
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# 检测空行
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is_empty = not stripped
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# 密度内容:非空、非标题、非代码块的连续行
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if stripped and not is_heading and not in_code_block:
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if not current_block or (not is_empty and current_block[-1][1].strip()):
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current_block.append((i + 1, line))
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else:
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# 遇到空行,结束当前块
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if len(current_block) >= threshold:
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blocks.append({
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'start_line': current_block[0][0],
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'end_line': current_block[-1][0],
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'line_count': len(current_block),
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'preview': ''.join([l for _, l in current_block[:3]]).strip()[:100]
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})
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current_block = []
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else:
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# 空行或标题行,结束当前块
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if len(current_block) >= threshold:
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blocks.append({
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'start_line': current_block[0][0],
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'end_line': current_block[-1][0],
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'line_count': len(current_block),
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'preview': ''.join([l for _, l in current_block[:3]]).strip()[:100]
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})
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current_block = []
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# 处理最后一个块
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if len(current_block) >= threshold:
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blocks.append({
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'start_line': current_block[0][0],
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'end_line': current_block[-1][0],
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'line_count': len(current_block),
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'preview': ''.join([l for _, l in current_block[:3]]).strip()[:100]
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})
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return blocks
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def estimate_token_savings(lines_count):
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"""估算 Token 节省(粗略:1 行 ≈ 10 tokens)"""
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return lines_count * 10
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def format_report(file_path, blocks):
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"""格式化检测报告"""
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if not blocks:
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return f"✅ {file_path}: 未发现冗余内容块\n"
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report = [f"📋 {file_path}"]
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total_lines = 0
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for i, block in enumerate(blocks, 1):
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report.append(f"\n ⚠️ 建议 {i}:")
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report.append(f" 位置:第 {block['start_line']}-{block['end_line']} 行 ({block['line_count']}行)")
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report.append(f" 预估节省:{estimate_token_savings(block['line_count'])} tokens")
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report.append(f" 预览:{block['preview']}...")
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total_lines += block['line_count']
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report.append(f"\n 📊 合计可节省:~{estimate_token_savings(total_lines)} tokens\n")
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return '\n'.join(report)
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def main():
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if len(sys.argv) < 2:
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print("用法:python3 detect_redundancy.py <file_path> [file_path...]")
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print("示例:python3 detect_redundancy.py AGENTS.md SOUL.md")
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sys.exit(1)
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print("=" * 60)
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print("配置文件冗余检测报告")
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print("=" * 60)
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print()
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total_savings = 0
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total_blocks = 0
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for file_path in sys.argv[1:]:
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blocks = detect_inline_blocks(file_path)
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report = format_report(file_path, blocks)
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print(report)
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for block in blocks:
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total_savings += estimate_token_savings(block['line_count'])
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total_blocks += 1
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print("=" * 60)
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print(f"📊 汇总:发现 {total_blocks} 个冗余块,预估节省 {total_savings} tokens")
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print("=" * 60)
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if __name__ == '__main__':
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main()
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Reference in New Issue
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