visual-verify

Installation
SKILL.md

Announce: "I'm using visual-verify to set up a render-vision-fix loop."

NO VISUAL TASK IS COMPLETE WITHOUT RENDERING, SCORING, AND MEETING THE THRESHOLD.

Source code correctness does NOT imply visual correctness. You MUST render to PNG, score with context-enriched Gemini vision (0-10), and iterate until score >= 9.5. Claiming "done" with a score below threshold delivers broken visuals to the user.

Skipping the score check is NOT HELPFUL — the user gets a visual artifact with defects you didn't verify.

Agentic Vision Routing

Route based on image complexity, not source language.

Agentic vision (--agentic) enables Gemini's Think-Act-Observe loop: it can crop, zoom, annotate, and re-examine regions of the image autonomously. This catches fine-grained defects that full-image viewing misses.

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Installs
2
GitHub Stars
13
First Seen
Mar 17, 2026