Lacuna/Labs
deep-engram-seasonal-multi-year
deep purple
#405 / 601

NAME

deep-engram-seasonal-multi-year — "Last 3 years' seasonality projected forward with confidence bands."

SYNOPSIS

id deep-engram-seasonal-multi-year tier deep-purple section §15. Matrix absorption — Power tier ($99.99) additions (53) trigger cron (Sep) tools engram-hosted, deep reasoning substrates engram-hosted, deep reasoning shape PLAYBOOK

DESCRIPTION

deep reasoning reads the full Engram-hosted projection (your whole history, in context). Runs nightly on Lacuna's batched-worker tier — cheap per call because the heavy math runs once and the cached results serve all day.

"Last 3 years' seasonality projected forward with confidence bands."

MECHANISM

DATAyour cortexFITmathPOSTERIORcredible bandFORECASTdecision

not-yet-implemented — no cart file at curator-web/src/scheme/carts/…/deep-engram-seasonal-multi-year.sks

EXAMPLES

Example forthcoming — docs/automations/examples.json entry editable in place.

TIER

deep purple
deep reasoning · batched · dollars per run

FITNESS

Not yet

This method only gives a real answer above a sample threshold. Running it on a small shop produces a confidence band the size of the universe — useless. When the shop crosses the threshold, this lights up.

SEE ALSO

HISTORY

canonical source: curator/docs/AUTOMATIONS-CANONICAL.md · §15-matrix-absorption-power-tier-9999-additions-53
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)