ck:autoresearch
CommunityAutomate iterative experiments to improve metrics
Authorhotriluan
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Automates the tedious, error-prone process of running autonomous iterative optimization loops to improve measurable software metrics, reducing manual toil and drift.
Core Features & Use Cases
- Autonomous Iteration: run N iterations against a defined metric and automatically keep/discard changes.
- Git-based Memory: learn from history and rollback via commits to preserve a reliable experiment record.
- Configurable Verify/Guard: supports customizable verification, guard conditions, noise handling, and Min-Delta.
- Use Cases: improve test coverage, reduce bundle size, or optimize performance across a codebase.
Quick Start
Configure a Goal, Scope, and Verify command, then run ck:autoresearch to start the iterative optimization loop.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 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: ck:autoresearch Download link: https://github.com/hotriluan/alkana_web/archive/main.zip#ck-autoresearch Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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