Metric hill-climbing loop (the Karpathy autoresearch pattern): autonomously improve a measurable number through many small keep-or-revert experiments. Use when the founder says "make X faster/better/cheaper", "optimize this", "squeeze more out of", and the quality can be expressed as a number a command can produce.
How to install experiment?
krishnatejavepa/shotgun/experiment
$npx -y skills add krishnatejavepa/shotgun --skill experimentInstalls into the current project.
›Prefer a prompt? Paste this to your agent
Run `npx skills use "https://github.com/krishnatejavepa/shotgun" --skill "krishnatejavepa/shotgun/experiment"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/krishnatejavepa/shotgun" that are relevant to the current task. Run `npx skills add "https://github.com/krishnatejavepa/shotgun"` and select the relevant skills, then follow their instructions.
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