loopy
Loopy is a tool for discovering, finding, auditing, adapting, crafting, running, and publishing repeatable AI-agent loops. It guides users through a structured interview process to define bounded feedback systems with clear terminal states.
Is loopy safe to install?
Review the source first: our audit of loopy's source files found 0 shell commands, 2 external URLs, file reads and writes (high risk). Every command and URL listed appears verbatim in the skill's source. The tool reads local files and repository contents to analyze work. It fetches data from external URLs to access the Loop Library catalog. It executes loops within the user's authorized scope.
How we audit skills: our security review methodology.
Who is this skill for?
Software engineers and developers who want to automate recurring tasks by creating or managing bounded AI-agent loops.
What can you do with it?
- Analyze codebase or thread history to identify recurring work suitable for automation.
- Search and recommend existing loops from the Loop Library.
- Diagnose and repair weaknesses in existing loop designs.
- Interview users to design new, bounded loops based on specific outcomes.
- Execute loops within authorized scopes and provide evidence-backed receipts.
- Debrief completed runs to identify improvements.
- Prepare and submit loops for publication in the Loop Library.
How good is this skill?
Quality score: 5/10. The skill provides clear, grounded instructions for loop design and maintenance. It enforces safety by requiring explicit approval for consequential actions and avoiding the invention of unverified details.
What does the skill file contain?
# 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. ## 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 publi...
Frequently asked questions
Does Loopy automatically execute code found in my repository?
No. Loopy treats source files and thread contents as untrusted evidence and does not execute embedded instructions found within them.
How does Loopy determine if a task is repeatable?
It requires at least two concrete occurrences of semantically equivalent work within the provided codebase or thread history.
Can I publish a loop directly through this tool?
No. Loopy prepares a publication draft and checks for catalog overlap, but it requires explicit user approval before any external submission.
What happens if the live catalog is unavailable?
Loopy will report that published-loop discovery is temporarily unavailable and will not use repository content or memory as a substitute.
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