Audit and prune junk memories in Clawdbot's LanceDB vector store.
npx skills add https://github.com/zkksdk/skills --skill memory-hygiene-zkksdk
Please help me install this Agent Skill. Skill: memory-hygiene Source: https://github.com/zkksdk/skills/tree/main/skills/memory-hygiene Command: npx skills add https://github.com/zkksdk/skills --skill memory-hygiene-zkksdk
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.
Audit memory to identify junk, wipe the LanceDB store, reseed with essential facts, and restart the gateway to apply changes.
High-intent search queries and answers about installing and using this skill.
You can audit and clean LanceDB vector memory by identifying junk memories, pruning useless items, wiping the store, and reseeding with essential facts to reduce token waste from irrelevant auto-recalls.
High token usage from auto-recalls occurs when vector memory becomes bloated with junk memories, causing the system to retrieve irrelevant contexts and consume excess tokens during processing.
Reseed LanceDB by wiping the existing store, adding clear and concise entries for critical memories, and restarting the gateway to ensure changes persist across restarts and take effect.
Yes, you can configure autoCapture settings to control memory capture and recall behavior, which reduces future junk and automates maintenance tasks to keep vector memory lean.
Yes, wiping and reseeding the LanceDB vector store requires a gateway restart to apply changes and ensure that the reset memory configuration persists across future restarts.
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