Run a self-referential self-improving agent loop where a meta-agent iteratively modifies a task-agent's code to optimize for any measurable target. Based on Facebook Research's Hyperagents paper (arXiv:2603.19461). Use when asked to "run hyperagent", "self-improve this", "optimize with self-modification", or "evolve this agent/script".
How to install hyperagent?
ckorhonen/claude-skills/hyperagent
$npx -y skills add ckorhonen/claude-skills --skill hyperagentInstalls into the current project.
›Prefer a prompt? Paste this to your agent
Run `npx skills use "https://github.com/ckorhonen/claude-skills" --skill "ckorhonen/claude-skills/hyperagent"` 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/ckorhonen/claude-skills" that are relevant to the current task. Run `npx skills add "https://github.com/ckorhonen/claude-skills"` and select the relevant skills, then follow their instructions.
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