meishiwhy/literature-mind/litmind-chat

Claude Code and agent skill by meishiwhy/literature-mind

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LitMind Research Chat — 面向科研知识库的自然语言问答系统

Install

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

SKILL.md

LitMind Research Chat

基于 Knowledge Base 的科研智能问答系统。用户通过自然语言提问，系统自动检索知识库，返回带出处、可追溯的答案。

工作流程

问题 → QueryClassifier → ContextBuilder (KB检索) → AnswerGenerator (LLM) → 带引用答案

调用方式

bash
# 命令行提问
litmind-chat ask "Does flatfoot increase forefoot motion?"
 
# 交互式模式
litmind-chat interactive
 
# JSON 格式输出
litmind-chat ask "SPM1D 相关研究" --json-output
 
# 仅检索不生成
litmind-chat search "哪些文献研究 foot arch"

环境变量

  • ANTHROPIC_API_KEY / OPENAI_API_KEY — LLM 提供者
  • LITMIND_DB_PATH — SQLite 路径
  • LITMIND_CHROMA_PATH — ChromaDB 路径

Security

  • Security scanPassed, 90 of 100Pattern checks on the skill's files.
  • Model reviewPassed

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Quality evaluation

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Source

Popularity

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

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