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Ln 814 Optimization Executor

This is the execution half of the LN-814 optimization pair. It takes hypotheses from the researcher skill and applies them using a strike-first pattern: slam all changes in at once, measure the result, and only bisect if something breaks. Most optimizations aren't actually contested, so testing them one by one wastes time. It handles multi-file changes, runs your test suite as a safety gate, measures performance with multiple runs for stability, and works in an isolated git worktree so you can bail cleanly if needed. The approach is pragmatic: fix trivial crashes once, bisect only when necessary, and commit everything that survives with traceable hypothesis IDs in the message.

skills.sh installs
183
GitHub stars
591
last updated
Aug 21, 2026

Install

$ npx -y skills add levnikolaevich/claude-code-skills --skill ln-814-optimization-executor --agent claude-code

Installs into .claude/skills of the current project.

Files

This is the execution half of the LN-814 optimization pair. It takes hypotheses from the researcher skill and applies them using a strike-first pattern: slam all changes in at once, measure the result, and only bisect if something breaks. Most optimizations aren't actually contested, so testing them one by one wastes time. It handles multi-file changes, runs your test suite as a safety gate, measures performance with multiple runs for stability, and works in an isolated git worktree so you can bail cleanly if needed. The approach is pragmatic: fix trivial crashes once, bisect only when necessary, and commit everything that survives with traceable hypothesis IDs in the message.

Browse the repository on GitHub

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Details

Repository
github.com/levnikolaevich/claude-code-skills
Categories
Testing & QA, Debugging
First seen
Jun 3, 2026

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