baokhang83/fluencyloop
37 stars · Last commit 2026-08-03
:star: AI-assisted development workflow that produces understanding alongside code. Teach, capture decisions, document, assemble reviews.
README preview
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<img src="https://github.com/user-attachments/assets/e3a04a63-4b68-4f61-ad58-60df8cc67045" alt="FluencyLoop Banner" width="1774" style="max-width: 100%; height: auto;"/>
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# FluencyLoop
[](https://github.com/baokhang83/fluencyloop/actions/workflows/ci.yml)
[](LICENSE)
[](https://github.com/baokhang83/fluencyloop)
[](CONTRIBUTING.md#project-status)
**Stay fluent in the code your AI agent writes.** FluencyLoop turns each feature into a documented
design, teaches the decisions at your level, tracks the rationale, and produces a reviewer-ready
summary. A private knowledge base keeps that teaching calibrated across features.
> The code and your fluency in it are produced together, or not at all.
## The workflow
Initialize the project once, then run one feature loop per branch. Use **plan** only when the work