enhanced-memory
Enhanced memory search with hybrid vector+keyword scoring, temporal routing, filepath scoring, adaptive weighting.
Setup & Installation
Install command
clawhub install jameseball/enhanced-memoryIf the CLI is not installed:
Install command
npx clawhub@latest install jameseball/enhanced-memoryOr install with OpenClaw CLI:
Install command
openclaw skills install jameseball/enhanced-memoryor paste the repo link into your assistant's chat
Install command
https://github.com/openclaw/skills/tree/main/skills/jameseball/enhanced-memoryWhat This Skill Does
A drop-in replacement for OpenClaw's default memory search. Uses a 4-signal fusion pipeline combining vector similarity, keyword matching, header matching, and filepath scoring to retrieve memory chunks. Also includes salience scoring and a knowledge graph cross-reference builder.
Achieves 0.782 MRR versus approximately 0.45 for baseline vector-only search by fusing four signals and applying adaptive weighting when keyword overlap is low.
When to Use It
- Finding relevant past context when vector-only search returns weak results
- Surfacing stale memory files during agent heartbeat cycles
- Building cross-reference links between related memory chunks
- Querying memories with date references like 'last Monday' or 'Feb 8'
- Indexing updated memory files after significant workspace changes
Example Workflow
Here's how your AI assistant might use this skill in practice.
User asks: Finding relevant past context when vector-only search returns weak results
- 1Finding relevant past context when vector-only search returns weak results
- 2Surfacing stale memory files during agent heartbeat cycles
- 3Building cross-reference links between related memory chunks
- 4Querying memories with date references like 'last Monday' or 'Feb 8'
- 5Indexing updated memory files after significant workspace changes
Enhanced memory search with hybrid vector+keyword scoring, temporal routing, filepath scoring, adaptive weighting.
Security Audits
These signals reflect official OpenClaw status values. A Suspicious status means the skill should be used with extra caution.
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