meishiwhy/literature-mind/litmind-knowledge

Claude Code and agent skill by meishiwhy/literature-mind

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LitMind Knowledge Base — 存储、索引、检索、更新科研知识库

Install

npx vskill@latest install meishiwhy/literature-mind/litmind-knowledge

SKILL.md

LitMind Knowledge Base

将 Paper Analyzer 输出的 PaperAnalysis 存入双存储架构（SQLite + ChromaDB），提供统一的检索接口。

数据流

PaperAnalysis → KnowledgeBase → SQLite (结构化) + ChromaDB (向量索引) ↕ get_paper() 自动恢复 deepExtraction

公开接口

  • add_paper — 新增文献
  • update_paper — 更新文献
  • delete_paper — 删除文献
  • get_paper — 获取单篇文献
  • search_papers — 关键词检索
  • search_variables — 检索变量
  • search_statistics — 检索统计方法
  • search_claims — 检索科学结论
  • semantic_search — 语义搜索

调用方式

bash
litmind-knowledge add analysis.json
litmind-knowledge get PAPER_ID
litmind-knowledge search "flatfoot"
litmind-knowledge semantic "Does flatfoot increase MTP ROM?"
litmind-knowledge batch ./analyses/
litmind-knowledge rebuild

依赖

  • SQLAlchemy (SQLite)
  • ChromaDB (向量库)
  • sentence-transformers (embedding, 离线免费)

Security

  • Security scanPassed, 95 of 100Pattern checks on the skill's files.
  • Model reviewPassed

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Source

Popularity

Repository stars
102
Repository forks
2
7-day trend score
23

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