Skill guide

Generated-image artifact audit

Find visible artifacts, assess prompt and reference conformance, and choose images worth keeping or repairing.

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

See an example View package

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 and limits

Before you start

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.

Technical source

The hosted file belongs to the package version shown on this page.

plugins/faye-image-utility/skills/faye-image-artifact-audit

Open source file

Supporting material

Supporting files

Image assessorDefines the read-only visual assessor used by artifact audits and explicit age-rating estimates.

Actionable repair targetsExplains how to describe a required visual correction while preserving valid image content.Artifact assessor protocolDefines the image assessor's evidence and reporting responsibilities for artifact audits.Artifact audit handoffDefines the context and resolved reference paths supplied to the image assessor.Artifact judgment frameworkDefines the audit's evidence standard, finding model, and canonical assessment scales.Artifact report vocabularyDefines reporting principles, modes, and terms for artifact-audit output.Audit aggregationExplains how individual findings contribute to an overall artifact-audit assessment.Audit reporting examplesShows examples of how the artifact reporting contract is expressed.Batch comparison reportsStructures comparison across image variants or a series.Compact audit reportsProvides a concise format for a useful artifact verdict and its key evidence.Detailed audit reportsStructures a fuller artifact assessment across relevant visual domains.Objects and built scenesGuides inspection of object structure, attachment, geometry, and constructed environments.Optics, materials, and environmentGuides checks of reflections, transparency, lighting, material behavior, and environmental effects.People and creaturesGuides artifact inspection of anatomy, pose, limbs, accessories, clothing, and contact.Rapid artifact triageProvides a short screening format for early image selection or large sets.Style and conformanceCalibrates artifact inspection against rendering style, prompts, references, and series continuity.Targeted audit reportsStructures findings for named regions, subjects, or visual domains.Text, products, and interfacesGuides checks of labels, typography, branding, packaging, UI, charts, and diagrams.