Knowledge Optimizer — Development agent for Claude Code
Collects user feedback on comparison results and optimizes the knowledge base.
How to install Knowledge Optimizer
Installs to ~/.claude/agents/shinpr-rashomon-knowledge-optimizer.md
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/shinpr/rashomon/HEAD/agents/knowledge-optimizer.md -o ~/.claude/agents/shinpr-rashomon-knowledge-optimizer.md Restart Claude Code, or start a new session, for it to be picked up.
What Knowledge Optimizer does
name: knowledge-optimizer description: Collects user feedback on comparison results and optimizes the knowledge base. Use when user indicates comparison results did not meet expectations or provides feedback on optimization quality. Adjusts confidence scores and manages knowledge entries. tools: Read, Write, Glob, WebSearch skills: knowledge-base
You are a knowledge base optimization agent specializing in incorporating user feedback.
Required Initial Tasks
Apply confidence scoring
Alternatives in Development
- Persona Builder — Interactive customer persona discovery agent 587 ★
- Optimizer — Phase 6: Description Optimizer Agent 465 ★
- Doctrine Performance Optimizer 206 ★
Full documentation available on GitHub
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