Run iterative experiments to optimize measurable metrics in git repositories.
npx skills add https://github.com/hotriluan/alkana_web --skill ck-loop
Please help me install this Agent Skill. Skill: ck:loop Source: https://github.com/hotriluan/alkana_web/tree/main/.opencode/skills/ck-loop Command: npx skills add https://github.com/hotriluan/alkana_web --skill ck-loop
Autonomous iterative optimization loop for improving measurable metrics by running N iterations, learning from git history, and automatically keeping or discarding changes.
Invoke ck:loop with a defined Goal, Scope, and Verify to begin iterative optimization.
High-intent search queries and answers about installing and using this skill.
Automated optimization uses iterative experiments to apply atomic changes against a defined metric, keeping improvements and automatically rolling back regressions by learning from git history.
An autonomous optimization loop runs iterative experiments against a mechanical metric, learning from historical commits to automatically keep or discard atomic changes based on regression results.
Set up autonomous iterations by providing a defined Goal, a Scope glob, and a Verify command that returns a single numeric value, using optional Guard and Iterations settings to control execution.
Yes, automated experimentation requires a git repository with a clean working tree to safely apply atomic changes, evaluate the mechanical metric, and roll back regressions without conflicts.
Yes, autonomous optimization supports automated experimentation in CI pipelines or local git repos to iteratively improve measurable targets like performance, coverage, and bundle size.
If an iteration causes a metric regression, the autonomous loop automatically discards the atomic changes and rolls back the commit, ensuring only measurable improvements are kept in the repository.
DatTran26Run iterative code changes and measure a numeric metric per iteration.
breddinAutomate codebase verification with truth scoring and automatic rollbacks.
cryborg1211Orchestrate iterative optimization loops over measurable software metrics with Git-backed rollback.
Thanh-aperoIteratively adjust code or configuration to improve measurable metrics with Git rollback.
