优化公开报告命名与复购术语 - #2
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- 分发修复：装 ljh 一个插件即获得全部 13 个 skill - 主入口路由表补症状语言，加消歧判据与管不了边界 - 千川决策树补开播时长、审核下架检查点与外因兜底，支持多根因收尾 - 选品加口径核对与证据循环降级，两页材料补机制收集与素材合规提示 - dbs-ai-check 全量话术去 AI 味：去播报腔、去黑话、示例加毛边 Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
- README：定调、版本更新、新手三步走、四个使用场景、关于作者（李解/瀚森微信） - 13 个 skill 在完整交付后轻提一次李解微信，中途交互和重复会话不提 Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
- 十步法内核：样本两步定级（D 级硬伤先查）、封面十变量、14 类因子、变量四层、受控变体 - 主入口路由、README、marketplace 同步，工具箱扩到 14 个 - 经 reviewer、角色扮演实测、dbs-ai-check 三路审查修复后收版 Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
- evals/ 14 个工具共 48 条回归用例（含历轮体验测试沉淀的真实场景） - scripts/validate.py 六项校验，敏感词检查走本地文件，公开仓库不含清单 - GitHub Actions CI 每次 push 自动校验 - README 加同行参与迭代指引 Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
- 9 个未实测工具全部角色扮演过审，修复 30 余处（含算账退货折算、KOC 预算测算、达人暂缓补数第四结论、对齐表合规拦截等方向性问题） - 新增 scripts/run_evals.py 两段式行为回归，已实抓并验证一处行为漂移 - 各工具补齐脏数据降级路径与通过出口 Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
- 14 个工具统一档案协议：读档免重复报家门，交付结论进时间线，完整交付物落盘 ljh-档案/交付物/ - 主入口新增陪跑模式：一句「带我从头打这个品」走完全链，逐环节可停可回退 - validate.py 第 7 项档案协议齐全性检查，evals 补陪跑与档案续跑用例 - README 新增档案与陪跑说明、真实案例回流入口 Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
新增 /ljh-zhibiao、指标树、运营动作映射和回归用例；完善接诊信息闸门及信息不足时的降级报告。
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改了什么
cohort改为“同一批首购用户”“该批首购新客”等清晰中文表达。为什么改
公开交付中不应暴露内部工具名称，也不应要求品牌方或业务负责人理解不必要的英文术语。这次修改让报告更适合直接交付和阅读。
影响范围
只修改主入口规则和关键指标诊断的两份参考文件，不改变诊断逻辑，也不包含本地小红书私有交付规则。
验收
python3 scripts/validate.py全部通过