SkillHub

local-memory-search

v1.0.0

使用 TF-IDF 对 OpenClaw 内存文件进行快速本地语义搜索，无需外部依赖或 API。

Sourced from ClawHub, Authored by dagangtj

Installation

Please help me install the skill `local-memory-search` from SkillHub official store. npx skills add dagangtj/local-memory-search

Local Memory Search

Lightweight semantic search for OpenClaw memory files. No external API needed.

Usage

python3 search.py "your query"

Build index:

python3 search.py --build

Features

  • Searches MEMORY.md and memory/*.md
  • TF-IDF based semantic matching
  • Zero external dependencies
  • Fast local execution
  • Returns top snippets with file path and line numbers

How It Works

  1. Builds inverted index of all memory files
  2. Uses TF-IDF scoring for relevance
  3. Returns ranked results with context

Requirements

  • Python 3.8+
  • No pip packages needed (uses stdlib only)