feat: Silent Knowledge Pass — recognise before asking (Phase 0, before the endpoint)

Not the endpoint yet — the bigger knowledge lever first. The Advisor can say "I need 5 answers" but
does not yet decide what it can find out by ITSELF. The Silent Knowledge Pass runs in front of the
Advisor and, from signals existing scanners/parsers already produce (website, repository, documents,
product data), deterministically derives capabilities the company demonstrably HAS + product facts
that drive scope — so every recognised item shrinks the delta and removes a question.

compliance/onboarding/silent_intake.py: silent_intake(signals, signal_map) -> detected_capabilities
(+ evidence already in hand) + product_facts. The signal->conclusion map is curated DATA
(knowledge/onboarding/intake_signal_map.yaml), signals are injected (scanners are upstream). Pure,
deterministic, no LLM. advisor_start gains detected_capabilities (folded into the profile at HIGH
confidence -> covered, not asked) and an auto_detected result + headline.

The experience flips from a question wall to "we already recognised 4 capabilities, 2 product facts
and have 4 pieces of evidence in hand — only these few remain". Order now: Silent Pass -> #58
endpoint/frontend -> #59 empirical loop. NOT new architecture, just an orchestration step in front.
Non-runtime (no app caller) -> no deploy. 15 onboarding tests pass, mypy --strict clean, check-loc 0.
This commit is contained in:
Benjamin Admin
2026-06-28 14:34:27 +02:00
parent 23d977e26b
commit 9c33582412
8 changed files with 290 additions and 30 deletions
@@ -21,6 +21,14 @@ from .observations import (
empirical_distribution,
reviewed,
)
from .silent_intake import (
DetectedCapability,
IntakeSignal,
ProductFact,
SignalMapping,
SilentIntakeResult,
silent_intake,
)
from .schemas import (
AdvisorMeasure,
AdvisorQuestion,
@@ -47,4 +55,10 @@ __all__ = [
"empirical_distribution",
"empirical_confidence",
"reviewed",
"silent_intake",
"IntakeSignal",
"SignalMapping",
"DetectedCapability",
"ProductFact",
"SilentIntakeResult",
]