autoloop

Name: autoloop
Author: joshuaoliphant

byjoshuaoliphant· 27 skills

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Productivity & Workflow

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TL;DR

MUST use when the user wants autonomous, iterative optimization — letting Claude run experiments unattended. Trigger: "autoloop", "autoresearch", "experiment loop", "hill-climbing", "optimize overnight", "karpathy loop", "let Claude optimize while I sleep", "automate trying different approaches", "set up a loop to improve this", "run experiments overnight", or any request for iterative improvement with a scalar metric. Generates program.md + immutable runner script (auto/run.sh) with tiered quality gates and structured METRIC output, ready to run with claude --dangerously-skip-permissions.

How to install autoloop?

joshuaoliphant/claude-plugins/autoloop

$npx -y skills add joshuaoliphant/claude-plugins --skill autoloop

Installs into the current project.

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Use this skill

Run `npx skills use "https://github.com/joshuaoliphant/claude-plugins" --skill "joshuaoliphant/claude-plugins/autoloop"` 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 whole pack

Use the skills in "https://github.com/joshuaoliphant/claude-plugins" that are relevant to the current task. Run `npx skills add "https://github.com/joshuaoliphant/claude-plugins"` and select the relevant skills, then follow their instructions.

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autoloop

How to install autoloop?

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autoloop

How to install autoloop?

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