Ground an AI agent at runtime with the skincare core.
This static shell shows how an AI agent calls MCP tools for graph context, PubMed evidence, routine ingredients, product ranking, safety notes, and an explicit confidence contract.
Runtime confidence contract
Confidence is carried through the response envelope instead of becoming a free-form paragraph.
/api/scenario/acne-hyperpigmentation…Graph evidence
Graph-routing context and caution signals that shape the skincare recommendation before evidence ranking.
Evidence-based ingredients
PubMed-backed ingredient table with timing and pregnancy-risk context.
Evidence
PubMed-backed abstracts with provenance and an explicit confidence signal.
Morning routine
Products matched for the AM slot with ingredient rationale and live product links.
Evening routine
Products matched for the PM slot with the same runtime data path.
Safety / cautions
Signals to watch before showing the recommendation as an action item.