memory-hygiene
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.
适合你,如果Clawdbot的记忆中积累了大量无用信息
/ 通过 npx 安装 校验哈希
npx oh-my-skill add mahsumaktas/agent-evolution-kit/memory-hygiene/ 通过 bash 安装
curl -fsSL https://oh-my-skill.com/install.sh | bash -s -- mahsumaktas/agent-evolution-kit/memory-hygiene/ 已经装过?验证本机副本,不用重装
npx oh-my-skill verify mahsumaktas/agent-evolution-kit/memory-hygiene安装目标可用 --agent / --scope 或 --to 明确指定;省略时只会在唯一已存在的 agent 目录上自动选择,零命中或多命中会停止并提示。content_hash 缺失或不一致均拒装。
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怎么用
商店整理自技能原文 · 版本 c599c87 · 表述以原文为准它做什么
装上后,Claude 可以检查、清理和优化 Clawdbot 的向量记忆(LanceDB),删除垃圾记忆,减少不必要的 token 消耗。
什么时候触发
当记忆被垃圾信息塞满、token 用量因无关自动召回而过高,或需要设置记忆维护自动化时触发。
装好后可以这样说
Claude 会执行记忆审计,列出最近存储的记忆条目。
Claude 会删除整个记忆数据库,然后重启网关。
技能原文 SKILL.md
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
按 MIT 许可原样转载,未经改动 · 在 GitHub 查看 →
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