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johnalbertini14-glitch/openclaw-skills2Updated Feb 26, 2026
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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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Works withRedis
See how to installFiles included (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 (original)
Review the instructions the agent will receive before you install.
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
- Copy
env.example.txtto.env. - Configure
REDIS_HOSTandREDIS_PORT(defaults: localhost:6379). - 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_HOSTto trusted instances. - Path Isolation: Database operations are confined to the
~/.openclaw/memorydirectory.
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