Challenge claims, trace evidence, propagate uncertainty, and route epistemic failures across phases

Applied Epistemic Engineering

python

Assess explicit claims and emit both a rich AEE assessment and an Evaluator Contract result

Adversarially challenge atomicity, boundaries, falsifiability, dependencies, and evidence independence

Render the claim dependency graph and inspect epistemic provenance

Verify the tamper-evident AEE ledger without claiming that its contents are true

Apply a CI-friendly decision gate to an AEE assessment

Generate or update the gap register from a verification matrix and test evidence

Challenge requirements, assumptions, boundaries, and evidence after specification

Challenge plan claims, decisions, dependencies, and supporting evidence

Challenge task traceability and the evidence required to verify completion

Compare implementation claims with independently inspectable evidence

Cross-reference the verification matrix against test evidence and update GAPS.md