Visual VerdictSAFE
Teams-first Multi-agent orchestration for Claude Code
Overview
Teams-first Multi-agent orchestration for Claude Code
23b879c5f631OBSERVED · 2026-09-30What it tells the agent
The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.
---
name: visual-verdict
description: Structured visual QA verdict for screenshot-to-reference comparisons
level: 2
---
<Purpose>
Use this skill to compare generated UI screenshots against one or more reference images and return a strict JSON verdict that can drive the next edit iteration.
</Purpose>
<Use_When>
- The task includes visual fidelity requirements (layout, spacing, typography, component styling)
- You have a generated screenshot and at least one reference image
- You need deterministic pass/fail guidance before continuing edits
</Use_When>
<Inputs>
- `reference_images[]` (one or more image paths)
- `generated_screenshot` (current output image)
- Optional: `category_hint` (e.g., `hackernews`, `sns-feed`, `dashboard`)
</Inputs>
<Output_Contract>
Return **JSON only** with this exact shape:
```json
{
"score": 0,
"verdict": "revise",
"category_match": false,
"differences": ["..."],
"suggestions": ["..."],
"reasoning": "short explanation"
}
```
Rules:
- `score`: integer 0-100
- `verdict`: short status (`pass`, `revise`, or `fail`)
- `category_match`: `true` when the generated screenshot matches the intended UI category/style
- `differences[]`: concrete visual mismatches (layout, spacing, typography, colors, hierarchy)
- `suggestions[]`: actionable next edits tied to the differences
- `reasoning`: 1-2 sentence summary
<Threshold_And_Loop>
- Target pass threshold is **90+**.
- If `score < 90`, continue editing and rerun `/oh-my-claudecode:visual-verdict` before any further visual review pass.
- Do **not** treat the visual task as complete until the next screenshot clears the threshold.
</Threshold_And_Loop>
<Debug_Visualization>
When mismatch diagnosis is hard:
1. Keep `$visual-verdict` as the authoritative decision.
2. Use pixel-level diff tooling (pixel diff / pixelmatch overlay) as a **secondary debug aid** to localize hotspots.
3. Convert pixel diff hotspots into concrete `differences[]` and `suggestions[]` updates.
</Debug_Visualization>
<Example>
```json
{
"score": 87,
"verdict": "revise",
"category_match": true,
"differences": [
"Top nav spacing is tighter than reference",
"Primary button uses smaller font weight"
],
"suggestions": [
"Increase nav item horizontal padding by 4px",
"Set primary button font-weight to 600"
],
"reasoning": "Core layout matches, but style details still diverge."
}
```
</Example>
Task: {{ARGUMENTS}}Trust audit
SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | PASS |
| L1 | Static analysis of the code | NA |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | PASS |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- none-observed
- Network
- none-observed
- Shell
- none-observed
- Dependencies
- pinned
- Secrets in source
- none-found
Findings (0)
No findings outside the package's declared scope.
Gates applied: no_behavioural_pass.
23b879c5f631full audit observations/trust-audit/skill/yeachan-heo__visual-verdict.json · Report an issue / request a re-scanAudit history
Every audit this skill has had.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-09-30 | 23b879c5f631 | SAFE | B | 89 | first audit |
Questions
What does the Visual Verdict skill do?
Teams-first Multi-agent orchestration for Claude Code
Is Visual Verdict safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can Visual Verdict access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (23b879c5f631), read on 2026-09-30. The repository is watched, and a new audit runs when it changes — this is the first audit.