First product
Reality Check
A lightweight scanner that compares advertised capabilities, docs, and repo signals against a user's real project setup.
Input
Repo URL, docs URL, or local project path.
Analysis
Detect claimed features, required config, local dependencies, and missing setup steps.
Output
A plain-English report: works now, likely blocked, evidence, and next clean step.
The first useful loop
Reality Check starts with setup frustration because it is concrete, frequent, and easy to verify. The product should help a user decide whether a tool is actually usable in their environment before they waste another afternoon debugging docs.
Planned CLI
autoflow reality-check ./my-project
autoflow reality-check https://github.com/org/tool
autoflow reality-check --docs https://docs.example.com