docs/README.md

Project Notes

This folder keeps implementation notes, review passes, and fixtures out of the repository root while preserving the context that led to the current demo.

Features

• features/confidence-threshold.md - confidence threshold control and server-side render-mode selection.
• features/annotated-photo-fallback.md - contained photo fallback with markers, leader lines, and annotation boxes.
• features/renderer-vocabulary.md - expanded deterministic primitive and motion vocabulary.
• features/vision-prompt-roles.md - split system/user prompt contract for llama.cpp analysis.

Reviews

• reviews/security-hardening.md - Space and Modal security pass.
• reviews/interaction-and-fallback-review.md - camera controls, source-photo preview, and fallback strategy.
• reviews/scene-geometry-review.md - primitive orientation, sizing, camera fitting, and Y alignment.
• reviews/motion-axis-bias.md - prompt and renderer defaults for reducing Y-axis motion bias.

Fixtures

• fixtures/mini-fan-analysis.json - representative model output used to verify deterministic scene geometry.