# Generated-image artifact audit

Review generated images against their intended style, use, and supplied requirements. The audit separates visible defects from intentional stylization and reports severity, confidence, acceptability, and practical repair targets.

Package version: 0.1.0-beta.6.

Included with [Faye Image Utility](/plugins/faye-image-utility/).

## When to use

Use this to screen generated images, inspect a named area, compare variants, or check continuity across a series.

## What to provide

- The image or image set as attachments or accessible local files.
- The original prompt, references, intended use, delivery requirements, and any specific concern when available.

## Expected results

- An evidence-based audit in a mode suited to the task, from quick triage to detailed or targeted review.
- A keeper or repair assessment, visible findings, conformance limits, and specific correction targets.

## Example requests

### Try this request

#### Codex

```
$faye-image-artifact-audit Compare these three generated product images against the reference. Check the label, package geometry, reflections, and continuity, then recommend a keeper and the repairs needed.
```

#### Grok

```
/faye-image-artifact-audit Compare these three generated product images against the reference. Check the label, package geometry, reflections, and continuity, then recommend a keeper and the repairs needed.
```

#### Antigravity

```
/faye-image-artifact-audit Compare these three generated product images against the reference. Check the label, package geometry, reflections, and continuity, then recommend a keeper and the repairs needed.
```

## Requirements

- The bundled ` faye_image_assessor ` must be available and able to inspect the images.
- Provide the original requirements when conformance matters; missing context cannot be reconstructed reliably.

## Scope and limitations

- The audit does not edit images or generate replacements.
- It is not an age-rating or moderation workflow.
- If the required assessor is unavailable, the skill reports that blocker rather than substituting a full parent-thread audit.

## Related guides and supporting files

- [Image assessor](/agents/faye-image-utility/faye-image-assessor/) — Defines the read-only visual assessor used by artifact audits and explicit age-rating estimates.
- [Faye Image Utility](/plugins/faye-image-utility/) — Review generated images, apply deterministic image editing, convert formats, and request explicit age-rating estimates.
- [Artifact assessor protocol](/references/faye-image-utility/assessor-protocol-de9afb1e/) — Defines the image assessor's evidence and reporting responsibilities for artifact audits.
- [Artifact judgment framework](/references/faye-image-utility/audit-framework-8441f189/) — Defines the audit's evidence standard, finding model, and canonical assessment scales.
- [Objects and built scenes](/references/faye-image-utility/objects-and-built-scenes-b7ed05a6/) — Guides inspection of object structure, attachment, geometry, and constructed environments.
- [Optics, materials, and environment](/references/faye-image-utility/optics-materials-and-environment-95062e97/) — Guides checks of reflections, transparency, lighting, material behavior, and environmental effects.
- [Artifact audit handoff](/references/faye-image-utility/parent-handoff-3f276eb0/) — Defines the context and resolved reference paths supplied to the image assessor.
- [People and creatures](/references/faye-image-utility/people-and-creatures-824edbc6/) — Guides artifact inspection of anatomy, pose, limbs, accessories, clothing, and contact.
- [Audit aggregation](/references/faye-image-utility/aggregation-cc4c66f0/) — Explains how individual findings contribute to an overall artifact-audit assessment.
- [Batch comparison reports](/references/faye-image-utility/batch-compare-e1d3f9e3/) — Structures comparison across image variants or a series.
- [Compact audit reports](/references/faye-image-utility/compact-0f67fa5b/) — Provides a concise format for a useful artifact verdict and its key evidence.
- [Detailed audit reports](/references/faye-image-utility/deep-24e67fa9/) — Structures a fuller artifact assessment across relevant visual domains.
- [Audit reporting examples](/references/faye-image-utility/examples-d56b2643/) — Shows examples of how the artifact reporting contract is expressed.
- [Actionable repair targets](/references/faye-image-utility/repair-b3d54f4a/) — Explains how to describe a required visual correction while preserving valid image content.
- [Targeted audit reports](/references/faye-image-utility/targeted-dd841f32/) — Structures findings for named regions, subjects, or visual domains.
- [Rapid artifact triage](/references/faye-image-utility/triage-2b6be199/) — Provides a short screening format for early image selection or large sets.
- [Artifact report vocabulary](/references/faye-image-utility/reporting-2cc73e54/) — Defines reporting principles, modes, and terms for artifact-audit output.
- [Style and conformance](/references/faye-image-utility/styles-prompts-and-series-d0eec44f/) — Calibrates artifact inspection against rendering style, prompts, references, and series continuity.
- [Text, products, and interfaces](/references/faye-image-utility/text-products-and-interfaces-32d9ce23/) — Guides checks of labels, typography, branding, packaging, UI, charts, and diagrams.

## Technical source

[Open original source](/marketplace/plugins/faye-image-utility/skills/faye-image-artifact-audit/SKILL.md)

Source path: plugins/faye-image-utility/skills/faye-image-artifact-audit