Commerce · Component · content-review-studio
Content production review and quality evaluation
What it does
Create/review content items and templates, validate NPC/place schemas and score text for event/place grounding, drift, excess drama and unsafe leakage.
Core pattern
Draft and template validation + human revisions and versions
- Input
- Draft text/templates and source metadata
- Output
- Quality scores, allow/revise/block result and reviewed content versions
Key parameters
| Name | Type | Default | Values |
|---|---|---|---|
| content_kind | — | — | — |
| text_surface | — | — | — |
| source_event | — | — | — |
| template_variables | — | — | — |
| review_state | — | — | — |
Maturity and limits
Rule-based evaluator and substantial studio/review/validator tests. Static source inspection only; no runtime, provider, deployment or test-pass claim.
No root reuse license found; user conversations, memory and real-person profiles are sensitive; current local SQLite/ops boundaries need hardening for multi-tenant deployment. Scores are heuristics, not validated human-quality metrics; generated alpha content includes hand-seeded templates.
Used in pipelines
Not part of a pipeline yet; available as a standalone component.
Industry tags
- Lifestyle & consumer appsSource-supported industry
For work involving opt-in interactions, digital services and personal preferences, use draft and template validation followed by human revisions and versions.
- Government & public servicesTransferable use
For reviewing and publishing service guides and public explanations, use draft and template validation followed by human revisions and versions.
Skills pack
Contract scaffold and deterministic mock
Download · 10KBSHA-256 d256dbfeb736d438f89f975e95c4d4bff63990cfcad59b5bde059a1e5d077384
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