ContentRX

A content-design review system for engineering and product teams. The evaluator runs in the tools you already use — the Figma plugin, the CLI, the GitHub Action, the MCP server, and an API — and reports findings as plain-language guidance: an issue, a suggestion, a severity, a confidence.

The model behind the evaluator is private. The accuracy of the evaluator is public. See /accuracy for the headline κ numbers (with 95% confidence intervals, never combined into a composite score) and /calibration for the weekly log that tracks how those numbers move.

Where to start

• Guides — "does this work on code I actually write?" Walkthroughs for Next.js + shadcn buttons, Next.js App Router error messages, and Figma design-system copy review.
• Whitepaper — why situation-aware evaluation exists.
• Accuracy — measured system κ, self-drift κ, design target. Updated nightly.
• Calibration log — weekly write-ups of κ movement, drift signals, and active refinement candidates.
• Contributing — how to engage with the project.