Loopy

If you find yourself writing the same kind of prompt over and over, or your team keeps reinventing workflows that should be standardized, this is the tooling layer for that problem. It helps you spot repeated work in your codebase or chat history, turn it into a bounded loop with clear success conditions, run it with an evidence receipt, and either save it to your project or submit it to a shared library. The interesting part is the audit mode: it checks loops for weak verification or runaway authority before you depend on them. Think of it as version control meets runbook discipline for agent patterns you actually want to repeat.

skills.sh installs: 547
GitHub stars: 2.7K
last updated: Jul 14, 2026

View on GitHub

Install

$ npx -y skills add forward-future/loop-library --skill loopy --agent claude-code

Installs into .claude/skills of the current project.

Files

Loopy

Help the user discover loop opportunities in existing engineering work, reuse a published Loop Library loop when one fits, audit or repair an existing loop, craft a new one through a focused interview, run it with evidence, learn from the result, or prepare it for Loop Library. Treat a loop as a feedback system with terminal states, not as permission for endless autonomy.