Artifact QC

SkillDocs & knowledge

Run quality checks on a produced visual artifact, generate the build note, asset inventory, and failure-page list, and surface any theme drift.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Artifact QC skill

What this skill tells your AI

The instructions your AI receives, as published by contextgo/contextgo in src/process/resources/assistant/creative/visual-artifact-runner/skills/artifact-qc/SKILL.md and read by ahel’s review.

Use this skill to enforce visual artifact quality checks on a produced or existing artifact and to keep build notes, asset inventories, and failure logs up to date.

Read ../../docs/quality-checks.md and ../../docs/export-modes.md before running.

Use when

  • A generation skill has just produced an artifact and needs its QC pass.
  • A scheduled sweep checks workspace artifacts for theme drift or recipe rot.
  • The user explicitly asks for an artifact-level audit.

Do not use when

  • The artifact has not been produced yet (run a generation skill first).
  • The user only wants stylistic feedback rather than structural QC (use the appropriate design-direction skill instead).

Workflow

1. Inspect the artifact

Confirm that the artifact file exists in the expected location, opens at the expected size, and matches the declared recipe and theme.

2. Run pre-export checks

If the artifact spec is still in flight, run the pre-export check list from ../../docs/quality-checks.md. Stop at the first block failure and return the failure list.

3. Run post-export checks

Once the artifact file exists:

  • regenerate build-notes.md from the current spec
  • refresh assets.json with the final asset inventory
  • update failures.json with the page or slide level failure list
  • check the artifact against the canonical theme catalog and recipe catalog for drift

4. Report

Return a concise QC report that includes:

  • the artifact id, recipe, theme, and export mode
  • any block failures (must be resolved before the artifact ships)
  • any warn findings (recorded in build-notes.md)
  • any theme or recipe drift findings

Output

  • updated build-notes.md, assets.json, and failures.json
  • a QC report that lists block failures, warnings, and drift findings

Signals

GitHub stars
54
Forks
5
Last commit
May 2026
Advanced
Catalog kind
skill
Gateway key
artifact-qc
Source
github.com/contextgo/contextgo