cross-finance-google-knowledge-graph-category-margin
green
#585 / 601
NAME
cross-finance-google-knowledge-graph-category-margin — "Bridal rings make $87/hour of make-time. Stamped pendants make $12/hour. If you have a Saturday, it's rings."
SYNOPSIS
id cross-finance-google-knowledge-graph-category-margin
tier green
section §22. Finance — AI/subsystem + deep-purple cluster (37)
trigger cron (monthly)
tools knowledge entity resolve, cortex.aggregate
DESCRIPTION
External grounding: knowledge lookup and Loam's shared caches (market-history sources, fee schedules, supplier data). Read once, cached across operators — geography and price history don't move.
"Bridal rings make $87/hour of make-time. Stamped pendants make $12/hour. If you have a Saturday, it's rings."
MECHANISM
not-yet-implemented — no cart file at curator-web/src/scheme/carts/…/cross-finance-google-knowledge-graph-category-margin.sks
EXAMPLES
Sakura uses this monthly when you ask what's actually paying for itself. She joins knowledge lookup categories with your make-time logs. "Bridal rings make $87/hour of make-time. Stamped pendants make $12/hour. If you have a Saturday, it's rings."
TIER
green
cloud assist / web search / image understanding · sub-cent / call
FITNESS
Ready
Fits any shop today — this one has no sample-size floor.
SEE ALSO
- cross-finance-revenue-month-conversational
- cross-finance-cortex-conversational-qa
- cross-finance-refund-reason-clustering
- cross-finance-1099k-reconciliation
- cross-finance-revenue-anomaly-annotated
- cross-finance-true-roas-google-shopping
- cross-finance-cohort-ltv-synthesis
- cross-finance-knowledge-graph-same-item-detection
- cross-finance-pinterest-demand-inventory-gap
- cross-finance-reddit-pinterest-demand-listing-suggester
- cross-finance-cortex-replay-counterfactual
- cross-finance-engram-tax-year-companion
- cross-finance-review-sentiment-finance-impact
- cross-finance-fee-leakage-detector
- cross-finance-cash-flow-forecast-conversational
- cross-finance-loam-radio-browser-ambient-context
- cross-finance-engram-multi-shop-consolidation
- deep-finance-mcmc-revenue ✦
HISTORY
canonical source: curator/docs/AUTOMATIONS-CANONICAL.md · §22-finance-aisubsystem-deep-purple-cluster-37
last regenerated: 2026-06-05 20:31 UTC (mechanical — edits land in the MD or sidecars, not here)
KNOWN BUGS
(none recorded — flag in AUTOMATIONS-CANONICAL.md or open an issue against the cart file)