Grounded in available product and source data
Stewie Reflect reads a read-only snapshot of a GitHub repo and generates an owner's manual for the product inside it. The manual explains what the code does, where the evidence for that runs out, and which decisions are left for the owner to make. Every claim in the manual is tied back to the specific file or function that supports it, and plain-language diagrams accompany the technical detail so the manual stays readable.
Users pick a repo and branch to get a free preview consisting of a full chapter plus a map of every finding. Unlocking the full manual, along with a Markdown export, is available at a $19 beta price.
The site doesn't specify which programming languages or repo sizes it handles best, or whether there's a cap on repo size for the free preview, so that's worth checking directly before running it on a large or unusual codebase.
It's a tool that reads a read-only snapshot of your GitHub repo and generates an owner's manual describing what the code does and where the evidence for that ends.
It's for owners of a codebase who want a readable explanation of what their product's code actually does, including which decisions only they can make.
You pick a repo and branch, and it generates a manual where every claim is tied back to the file or function that supports it, with plain-language diagrams.
You can get a free preview with a full chapter and a map of findings; unlocking the full manual and Markdown export costs $19 at the current beta price.


