vision_audit_remediation

Installation
SKILL.md

Vision Audit and Remediation

After every still or clip, look at the pixels (Hermes vision_analyze or equivalent) and either pass or remediate. Do not mark a shot done because the Comfy job returned 200.

Cinesmith calls this the vision-audit gate. This skill is the portable version.

When to Use

  • Any local cinematic pipeline step that wrote an image or video
  • Character series, product heroes, I2V, first-last clips
  • User says "check this" / "why does this look wrong"

Don't use for: audio-only; prompt drafting before any render exists.

Prerequisites

  • File path to the render (PNG, JPG, or a representative video frame)
  • Shot brief: identity locks, text-in-frame, forbidden artifacts
  • Related fix skills loaded as needed (anatomical_errors, character_consistency, …)
Installs
2
GitHub Stars
4
First Seen
Oct 30, 2026