loopy

Loopy

When to Use

Use this skill when you need discover, find, compare, audit, repair, adapt, craft, run, debrief, and prepare repeatable AI-agent loops for publication. Use when a user asks to analyze code or coding threads for recurring work, find a published loop, interview them to turn a goal into a bounded loop, review a loop...

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.

Route the request

Choose the smallest useful path:

• Discover: Analyze a codebase, coding-thread history, or both for repeated

work that can become a bounded loop.

• Find: Recommend one to three published loops for a stated problem.
• Audit / Loop Doctor: Diagnose an existing loop and repair only material

weaknesses without changing its intended outcome.

• Adapt: Start from a published loop and replace its thresholds, tools,

cadence, owners, or checks without weakening its feedback cycle.

• Craft / Guided Design: Interview the user about the outcome and what

success means, then produce a new bounded loop.

• Run: Execute an identified