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mema

Mema's personal brain - SQLite metadata index for documents and Redis short-term context buffer. Use for organizing workspace knowledge paths and managing ephemeral session state.

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集成工具Redis
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包含的文件(6)

  • SKILL.md2.0 KB
  • _meta.json447 B
  • assets/schema.sql992 B
  • env.example.txt78 B
  • requirements.txt13 B
  • scripts/mema.py5.2 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

Mema Brain (Centralized Memory)

Standardized memory system providing a Metadata Index (SQLite) and Short-Term Context (Redis).

Core Components

1. Document Index (SQLite)

  • Primary Path: ~/.openclaw/memory/main.sqlite
  • Capability: Stores file paths, titles, and tags.
  • Note: This is a Metadata Index only. It does not ingest or provide full-text search of file contents.

2. Short-Term Memory (Redis)

  • Key Prefix: mema:mental:*
  • Purpose: Ephemeral state management and cross-session context passing.
  • TTL: Default 6 hours (21600 seconds).

Core Workflows

Indexing Knowledge

Record a file's location and tags in the local database.

  • Usage: python3 $WORKSPACE/skills/mema/scripts/mema.py index <path> [--tag <tag>]

Searching Index

List indexed paths filtered by tag or recency.

  • Usage: python3 $WORKSPACE/skills/mema/scripts/mema.py list [--tag <tag>]

Mental State (Redis)

Manage key-value pairs in the mema:mental namespace.

  • Set: python3 $WORKSPACE/skills/mema/scripts/mema.py mental set <key> <value> [--ttl N]
  • Get: python3 $WORKSPACE/skills/mema/scripts/mema.py mental get <key>

Setup

  1. Copy env.example.txt to .env.
  2. Configure REDIS_HOST and REDIS_PORT (defaults: localhost:6379).
  3. Initialize the SQLite schema: python3 $WORKSPACE/skills/mema/scripts/mema.py init

Reliability & Security

  • Data Privacy: All data is stored locally.
  • Network Safety: Only point REDIS_HOST to trusted instances.
  • Path Isolation: Database operations are confined to the ~/.openclaw/memory directory.

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