agentic-loop
CommunityIteratively improve with metric-driven loops.
Authormetraton
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Iterative improvement of software artifacts through small, reversible changes guided by a single metric, enabling faster learning and safer evolution of code.
Core Features & Use Cases
- Hypothesis-driven edits: Propose a single focused change per iteration based on insights from the latest results.
- Metric-guided decisions: Commit or discard changes based on a measurable target and baseline tracking.
- Escalation & resume: Built-in rules for pivots, restarts, and session resumption across iterations.
Quick Start
Provide goal, eval_command, metric, threshold, and max_iterations to start an iterative, metric-driven improvement loop.
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: agentic-loop Download link: https://github.com/metraton/gaia/archive/main.zip#agentic-loop Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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