Agent skill · Security

loopy

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...

Nick44,086★ · +407/wk · 1 repos on radarProfile →
claude-codecodexcursorMIT
Install
npx skills add sickn33/agentic-awesome-skills --skill loopy --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 7
SKILL.md size: 14 KB
Bundled scripts: none
Path: skills/loopy/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 44,414 · +328 this week
Language: Python
Read our review of the source →

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# 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 w

What's inside
Steps it walks through
  1. When to Use
  2. Route the request
  3. Discover loops from existing work
  4. Find a published loop
  5. Audit and repair a loop
  6. Run a loop
  7. Debrief completed runs
  8. Prepare or publish a loop
  9. Keep every workflow grounded
  10. Craft a loop through an interview
  11. Design the feedback cycle
  12. Validate every crafted loop
  13. Deliver the loop
  14. Limitations
Ships with 6 files
  • agents/openai.yaml
  • references/audit.md
  • references/debrief.md
  • references/discover.md
  • references/publish.md
  • references/run.md
More from agentic-awesome-skills
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About this skill
What does the loopy skill do?

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...

How do I install it?

Run `npx skills add sickn33/agentic-awesome-skills --skill loopy --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From sickn33/agentic-awesome-skills, a repository with 44,414 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going