openclaw/mema
1999azzar/mema/SKILL.md
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.
$ install --global
skillsauthnpx skillsauth add openclaw/skills memaInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 3, 2026, 3:15 AM191.5s1 file scanned
SKILL.md
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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