malkhut(spec): item 9 — DAAT package (Direction-Anchored Ambiguity Triage)

DaatQuery: 8-feature market state representation
DaatVerdict: KNOWN / MARGINAL / OUT_OF_DISTRIBUTION
daat_classify: cosine RETRIEVE → magnitude GATE → local MODEL
- Cosine finds nearest explored state (directional match)
- Magnitude gate detects out-of-distribution states
- Empty explored set → always OUT_OF_DISTRIBUTION

9 tests covering: known state, OOD, empty explored, marginal, result fields.
No Unicode in code. All tests pass.

MALKHUT/malkhut/daat/__init__.py

@@ -0,0 +1,3 @@
+from malkhut.daat.core import DaatQuery, DaatVerdict, daat_classify
+
+__all__ = ["DaatQuery", "DaatVerdict", "daat_classify"]