hyperagent-loop
CommunityIteratively improve task-solving agents.
Software Engineering#iteration#experimentation#prompt-engineering#agent-improvement#task-solver#performance-boost
AuthorEvezArt
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill enables teams to systematically refine AI agents by running controlled improvement cycles that identify bottlenecks, test prompt changes, and measure gains.
Core Features & Use Cases
- Structured iteration: orchestrates repeated evaluation cycles to progressively enhance agent behavior.
- Bottleneck discovery: analyzes performance to pinpoint bottlenecks and routing improvements.
- Artifact returns: outputs the final improved agent spec, delta from the original, and a projected performance gain.
Quick Start
Initiate an improvement cycle by specifying a task and the number of iterations, then run the loop to produce an improved agent specification.
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: hyperagent-loop Download link: https://github.com/EvezArt/evez666-advancement/archive/main.zip#hyperagent-loop Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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