Lacuna/Labs
cross-finance-cortex-replay-counterfactual
light purple
#578 / 601

NAME

cross-finance-cortex-replay-counterfactual — "At 10% higher Q1 prices, you'd have netted $4,800 instead of $4,210 — but the hammered cuff would have sold 30% less."

SYNOPSIS

id cross-finance-cortex-replay-counterfactual tier light-purple section §22. Finance — AI/subsystem + deep-purple cluster (37) trigger operator-asked tools cortex/replay-with-mutations, sakura/cloud-reason (opt)

DESCRIPTION

Reads your own ledger in Cortex. Never reaches for invented benchmarks. Sakura speaks the answer in plain numbers grounded in your real receipts.

"At 10% higher Q1 prices, you'd have netted $4,800 instead of $4,210 — but the hammered cuff would have sold 30% less."

MECHANISM

INPUToperator / ctxTRANSFORMverb callOUTPUTrender / done

not-yet-implemented — no cart file at curator-web/src/scheme/carts/…/cross-finance-cortex-replay-counterfactual.sks

EXAMPLES

Sakura uses this when you ask "what if I'd done it differently?" She replays your Cortex history with a mutation. "At 10% higher Q1 prices, you'd have netted $4,800 instead of $4,210 — but the hammered cuff would have sold 30% less."

TIER

light purple
cloud reasoning · cents per call

FITNESS

Almost there

Works on smaller shops too; the answer sharpens as you collect more sales.

SEE ALSO

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)