编程

Kb Review

试用

Generate and save knowledge-base reviews such as literature reviews, research gaps, onboarding notes, stage summaries, and experiment suggestions based on ex...

它能做什么

Generate and save knowledge-base reviews such as literature reviews, research gaps, onboarding notes, stage summaries, and experiment suggestions based on existing KB sources.

技能文档

Skill: kb_review — 综述 / 研究缺口 / onboarding / 实验建议

用途

基于知识库中已经存在的资料做跨文档综合，不使用通用知识硬凑答案。

支持：

  • 领域综述
  • 研究缺口分析
  • 方法对比
  • 实验改进建议
  • 新人 onboarding 文档
  • 阶段总结

默认保存回知识库。

触发条件

Activate when:

  • “写一份 X 综述”
  • “X 有哪些研究缺口”
  • “对比库里几种方法”
  • “根据团队资料给新人入门路线”
  • “我的实验结果不理想，库里有没有改进思路”

Do NOT activate when:

  • 单点查找 → query_kb
  • 存资料 → ingest_document

执行流程

  1. 用范围解析脚本确定个人库/团队库/项目范围；群聊时必须通过 GroupSubject -> chat_bindings.json 找到团队，不允许读取个人库。
python3 scripts/resolve_review_scope.py \
  --sender_id  \
  --chat_type  \
  --chat_id  \
  --message_sid  \
  --question "<用户问题>"
  1. 读取 catalog。
  2. OpenClaw 选择相关 concept/review/project/summary 页面。
  3. 精读页面。
  4. 只基于精读内容生成综述/建议。
  5. 默认保存回知识库。

保存综述

python3 scripts/save_review.py \
  --owner  --repo  \
  --title "<主题>·综述" \
  --review_file /tmp/paperkb/draft_review.md \
  --brief "<一句话简介>" \
  --scope team \
  --project_id

保存 onboarding

python3 scripts/generate_onboarding.py \
  --owner  --repo  \
  --title "<方向>新人入门路线" \
  --file /tmp/paperkb/draft_onboarding.md \
  --brief "<一句话简介>" \
  --project_id

回答要求

  • 必须有来源小节。
  • 知识库资料不足时明确说明不足。
  • 不允许补通用知识。

脚本清单

  • resolve_review_scope.py：解析私聊/群聊综述范围
  • chat_context.py：解析 OpenClaw 群聊上下文和群绑定
  • save_review.py：保存综述
  • generate_onboarding.py：保存 onboarding 文档

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