Use when a request benefits from repeated self-correction, counterexample-driven improvement, or continuing until all important in-scope counterexamples are resolved, blocked, or out of scope.
EnglishUse when AI-written or iteratively grown code works but has become fragmented, misplaced, poorly named, or organized around misleading files, folders, modules, symbols, or concept boundaries; applies the Loopy counterexample loop to recompose code structure while preserving behavior.
EnglishUse when a project, product, workflow, codebase, or document set should be treated as imperfect evidence of a simpler underlying theory; infer the clearer principle that current implementation traces most strongly suggest, test it against gaps, and produce improvement candidates without directly changing implementation.
English
AGENT SKILLS ATLASIncludes Loopy Compose, Loopy Theory, and other workflows.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Loopy
Use when a request benefits from repeated self-correction, counterexample-driven improvement, or continuing until all important in-scope counterexamples are resolved, blocked, or out of scope.
Loopy Compose
Use when AI-written or iteratively grown code works but has become fragmented, misplaced, poorly named, or organized around misleading files, folders, modules, symbols, or concept boundaries; applies the Loopy counterexample loop to recompose code structure while preserving behavior.
Loopy Theory
Use when a project, product, workflow, codebase, or document set should be treated as imperfect evidence of a simpler underlying theory; infer the clearer principle that current implementation traces most strongly suggest, test it against gaps, and produce improvement candidates without directly changing implementation.
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the Loopy skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- Reported license for the skills shown: MIT. The author’s terms apply.