retrieval-enhance
CommunityAutonomously guard and tune memory retrieval.
AuthorMattWenJun
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Retrieval Enhance autonomously guards and optimizes the agent's memory retrieval pipeline, ensuring memory search runs reliably and intelligently without constant user prompting.
Core Features & Use Cases
- Init — one-time configuration to enable and optimize the memorySearch pipeline (embedding, MMR, temporal decay, caching).
- Diagnose — event-driven root-cause analysis when search quality declines and automatic routing to fixes.
- Tune — periodic parameter tuning and health checks to maintain retrieval performance over time.
- Use Case: An OpenClaw agent starts with memorySearch off by default; Retrieval Enhance automatically initializes it, diagnoses issues when top results degrade, and tunes parameters during steady operation.
Quick Start
Run the retrieval-enhance skill to initialize and protect the agent's memory search pipeline.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: retrieval-enhance Download link: https://github.com/MattWenJun/ClaWiser/archive/main.zip#retrieval-enhance Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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