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Safety gates

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Ingredient lists for new skincare. Nothing reaches the app until you approve. Research runs at :04 every hour.

Hexes read from retailer page data (declared), sampled from the swatch image (pixel), or entered by hand. Shades are never estimated.

Every product event the pipeline recorded, with its source.

When	Product	Event	Change	Source

One row per run — any time of day.

Notes are read by Claude at the start of every Lumora session.

When	Who	Action	Detail