visual-verify

Installation
SKILL.md
Contains Shell Commands

This skill contains shell command directives (!`command`) that may execute system commands. Review carefully before installing.

What this skill carries — grep references/ for any subject the names below miss: !d=${CLAUDE_SKILL_DIR}; command -v skill-toc >/dev/null 2>&1 && exec skill-toc "$d"; s=$HOME/.claude/skills/plugin-utils/bin/skill-toc; [ -x "$s" ] && exec "$s" "$d"; echo "(skill-toc unavailable: references and scripts are NOT listed here — install the plugin-utils plugin, or start a new session so its bin/ reaches PATH)"

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 vision (0-10) — Gemini CLI, or a subagent with Read if Gemini is unavailable — 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.

Gemini CLI Vision

Gemini CLI is inherently agentic — it can read files, crop, zoom, and re-examine regions autonomously. No special flags needed for complex vs. simple images; it handles both automatically.

Installs
8
GitHub Stars
25
First Seen
Mar 17, 2026