forensic-prompt-compiler

What problem does it solve?

Many users need to convert an existing image into a single, precise prompt for image-generation models while preserving exact visual properties and avoiding identity leakage or invented details. This Skill eliminates guesswork by enforcing strict observation-only rules, geometry and medium locks, color anchoring, and handler-based preservation for lighting, garments, jewelry, collages, and floating compositions.

Core Features & Use Cases

• Forensic extraction: Produce one single-line, high-fidelity prompt that describes only visibly present elements with geometry lock and medium preservation.
• Reference-driven rendering: Use reference images as render overrides for pose, costume, and stage while blocking identity leakage.
• Active handlers and self-repair: Detect floating compositions, anomalous lighting, collages, close-ups, and sensitive apparel, applying mandatory rewrites and safety gates before output.
• Use case: Convert a fashion editorial photo into a diffusion-model prompt that locks camera angle, clothing architecture, jewelry detail, and lighting tint without inventing unseen props or identity details.

Quick Start

Convert this image into one single-line forensic image-generation prompt that preserves geometry, lighting, color anchors, medium, and identity-safe subject description.