v0.5.0: behavior learning, shadow prediction and safe activation #32
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Implements the actor-only workflow end to end: automatic context assignment, HA history/logbook action learning, per-actuator behavior patterns, shadow predictions, explicit activation, confidence threshold, cooldown, service allowlist, self-action filtering, ingress update, add-on v0.5.0, tests and docs.
Verified: 120 tests, Ruff, Mypy, Docker build and runtime smoke test. Pre-update HA backup: b399ffb7.