Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
FluencyLoop — stay fluent in code as AI writes it. Router/overview for the per-feature loop (design → build+teach → review), the optional up-front planning stage for large chunks, the woven-in constitution that grows from decisions, plus post-merge backfill. Use when the user mentions FluencyLoop, "fluency", the .fluencyloop/ directory, or wants to set up / understand the workflow but hasn''t named a specific stage.
Quick start
- Copy the install prompt. Use the green button above this README.
- Send it to your agent. Paste it into your coding agent’s chat and send.
- Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.
Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.
0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1
Content SHA-256: 96513242d500e0841f066a495076428cce60ebbba930a6d2fc3eb498eb76446e
About this listing
- Category
- General
- Reported license
- Apache-2.0
- Listing language (estimated)
- English
- Review status
- Not individually reviewed
- Agent compatibility
- Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.