exploration-optimizer
CommunityIteratively optimize exploration skills.
Authorrichfrem
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This skill helps teams systematically improve exploration-cycle prompts, routing decisions, and artifact quality by running structured, iterative optimization loops.
Core Features & Use Cases
- Baseline-first optimization: starts from a known baseline to evaluate and improve prompts, routing, and artifacts.
- One-hypothesis iteration: focuses on a single change per iteration to isolate impact and accelerate learning.
- Experiment ledger: records decisions, results, and keep/discard outcomes for auditability.
- Use Case: An autonomous agent uses the optimizer to boost the quality of its exploration prompts and routing over successive rounds.
Quick Start
Identify a target exploration skill and run a baseline-first optimization loop using the exploration-optimizer to start the improvement process.
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: exploration-optimizer Download link: https://github.com/richfrem/agent-plugins-skills/archive/main.zip#exploration-optimizer Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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