feat(autonomy): implement semantic escalation with confidence scoring and threshold comparison #558
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aditya (Aditya Chhabra)
aleenaumair (Aleena Umair)
brent.edwards (Brent Edwards)
CoreRasurae (Luis Mendes)
drew (Drew Morris)
eugen.thaci (Eugen Thaci)
freemo (Jeffrey Phillips Freeman)
HAL9000 (HAL 9000)
HAL9001 (HAL9001)
hamza.khyari (Hamza Khyari)
hurui200320 (Rui Hu)
justin.morris
khird (Kyle Hird)
org.cleveragents
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aditya (Aditya Chhabra)
aleenaumair (Aleena Umair)
brent.edwards (Brent Edwards)
CoreRasurae (Luis Mendes)
drew (Drew Morris)
eugen.thaci (Eugen Thaci)
freemo (Jeffrey Phillips Freeman)
HAL9000 (HAL 9000)
HAL9001 (HAL9001)
hamza.khyari (Hamza Khyari)
hurui200320 (Rui Hu)
justin.morris
khird (Kyle Hird)
org.cleveragents
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#546 feat(autonomy): implement semantic escalation with confidence scoring and threshold comparison
cleveragents/cleveragents-core
Reference: cleveragents/cleveragents-core#558
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Summary
Implements the semantic escalation system with confidence scoring as specified in docs/specification.md § Automation & Safety > Semantic Escalation.
Changes
AutonomyControllerclass withshould_proceed_automatically(operation, context) -> EscalationDecisionpast_success_rate(0.30),codebase_familiarity(0.20),risk_assessment(0.30 inverted),invariant_complexity(0.20 inverted)EscalationDecisionmodel:proceed: bool,confidence: float,factors: dict,explanation: strpast_success_ratecomputationauto_thresholdcomparisonTesting
Quality Gates
nox -s lint— passesnox -s typecheck— 0 errors (Pyright strict)nox -s unit_tests— 8182 scenarios pass, 0 failuresnox -s integration_tests— 10/10 Robot tests passnox -s coverage_report— >= 97%Closes #546
647e69427etodb5e5c974f