optimize-loop
CommunityAutonomous metric optimization loop
Software Engineering#git-automation#metric-optimization#bounded-iterations#loop-protocol#verification-guard#autonomous-improvement
Authorvanducng
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates autonomous improvement of a measurable metric by running a bounded sequence of iterations, committing each attempt, and automatically keeping or discarding changes based on a target metric.
Core Features & Use Cases
- Bounded, iterative optimization with per-iteration commits for traceability.
- Applies to metrics such as test coverage, bundle size, lint/type-errors, latency (p95), and LOC within software projects.
- Use case: continuously improve a measurable quality until a defined goal is reached, while maintaining a git history of changes.
Quick Start
Define your Goal/Scope/Verify, then start the optimize-loop to run bounded iterations against your metric.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
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Please help me install this Skill: Name: optimize-loop Download link: https://github.com/vanducng/skills/archive/main.zip#optimize-loop Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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