Reminiscence-追忆

本地记忆语义搜索。当用户查询记忆、搜索过往记录、询问"我记得..."、"搜一下..."等所有记忆召回场景时触发。基于 BM25 + 多维信号融合，完全本地运行，无需 API Key。

This skill appears to do what it says: local BM25-style search over your memory markdown files, implemented in a pure-Python script with no network behavior or external credentials. Before installing: (1) inspect the full search.py file yourself (and any truncated sections) to confirm there are truly no network calls or unexpected behavior; (2) review the files under ~/.openclaw/workspace (MEMORY.md and memory/*.md) for sensitive information because the skill will read them and store an index (~/.openclaw/memory_bm25_index.json); (3) if you want to limit exposure, run the script on a copy or restrict MEMORY_PATHS to a curated directory; (4) remove the index/cache files if you uninstall the skill or after testing. Confidence is medium because a portion of the source shown was truncated — verify the remainder before trusting it fully.

Type: OpenClaw Skill Name: reminiscence Version: 7.0.0 The '追忆' (Reminiscence) skill is a local memory search tool that implements a BM25-based indexing and retrieval system. Analysis of 'scripts/search.py' shows it uses only Python standard libraries to process text files within the designated OpenClaw workspace, with no network activity, obfuscation, or unauthorized data access. The instructions in 'SKILL.md' and 'README.md' are consistent with the stated purpose of providing semantic search for local diary and memory files.