21★by dylanbaker24
memory-hygiene – OpenClaw Skill
memory-hygiene is an OpenClaw Skills integration for productivity workflows. Audit, clean, and optimize Clawdbot's vector memory (LanceDB). Use when memory is bloated with junk, token usage is high from irrelevant auto-recalls, or setting up memory maintenance automation.
Skill Snapshot
| name | memory-hygiene |
| description | Audit, clean, and optimize Clawdbot's vector memory (LanceDB). Use when memory is bloated with junk, token usage is high from irrelevant auto-recalls, or setting up memory maintenance automation. OpenClaw Skills integration. |
| owner | dylanbaker24 |
| repository | dylanbaker24/memory-hygiene |
| language | Markdown |
| license | MIT |
| topics | |
| security | L1 |
| install | openclaw add @dylanbaker24/memory-hygiene |
| last updated | Feb 7, 2026 |
Maintainer

name: memory-hygiene description: Audit, clean, and optimize Clawdbot's vector memory (LanceDB). Use when memory is bloated with junk, token usage is high from irrelevant auto-recalls, or setting up memory maintenance automation. homepage: https://github.com/xdylanbaker/memory-hygiene
Memory Hygiene
Keep vector memory lean. Prevent token waste from junk memories.
Quick Commands
Audit: Check what's in memory
memory_recall query="*" limit=50
Wipe: Clear all vector memory
rm -rf ~/.clawdbot/memory/lancedb/
Then restart gateway: clawdbot gateway restart
Reseed: After wipe, store key facts from MEMORY.md
memory_store text="<fact>" category="preference|fact|decision" importance=0.9
Config: Disable Auto-Capture
The main source of junk is autoCapture: true. Disable it:
{
"plugins": {
"entries": {
"memory-lancedb": {
"config": {
"autoCapture": false,
"autoRecall": true
}
}
}
}
}
Use gateway action=config.patch to apply.
What to Store (Intentionally)
✅ Store:
- User preferences (tools, workflows, communication style)
- Key decisions (project choices, architecture)
- Important facts (accounts, credentials locations, contacts)
- Lessons learned
❌ Never store:
- Heartbeat status ("HEARTBEAT_OK", "No new messages")
- Transient info (current time, temp states)
- Raw message logs (already in files)
- OAuth URLs or tokens
Monthly Maintenance Cron
Set up a monthly wipe + reseed:
cron action=add job={
"name": "memory-maintenance",
"schedule": "0 4 1 * *",
"text": "Monthly memory maintenance: 1) Wipe ~/.clawdbot/memory/lancedb/ 2) Parse MEMORY.md 3) Store key facts to fresh LanceDB 4) Report completion"
}
Storage Guidelines
When using memory_store:
- Keep text concise (<100 words)
- Use appropriate category
- Set importance 0.7-1.0 for valuable info
- One concept per memory entry
No README available.
Permissions & Security
Security level L1: Low-risk skills with minimal permissions. Review inputs and outputs before running in production.
Requirements
- OpenClaw CLI installed and configured.
- Language: Markdown
- License: MIT
- Topics:
Configuration
The main source of junk is `autoCapture: true`. Disable it: ```json { "plugins": { "entries": { "memory-lancedb": { "config": { "autoCapture": false, "autoRecall": true } } } } } ``` Use `gateway action=config.patch` to apply.
FAQ
How do I install memory-hygiene?
Run openclaw add @dylanbaker24/memory-hygiene in your terminal. This installs memory-hygiene into your OpenClaw Skills catalog.
Does this skill run locally or in the cloud?
OpenClaw Skills execute locally by default. Review the SKILL.md and permissions before running any skill.
Where can I verify the source code?
The source repository is available at https://github.com/openclaw/skills/tree/main/skills/dylanbaker24/memory-hygiene. Review commits and README documentation before installing.
