Artifact QC
SkillDocs & knowledgeRun 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.
No other account needed.
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.mdfrom the current spec - refresh
assets.jsonwith the final asset inventory - update
failures.jsonwith 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
blockfailures (must be resolved before the artifact ships) - any
warnfindings (recorded inbuild-notes.md) - any theme or recipe drift findings
Output
- updated
build-notes.md,assets.json, andfailures.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