AINA data engine room - feedback states - 2026-06-09

Feedback State Matrix v1

Deterministic evaluator-state routing for the recommendation contract.

The Single Idea

Evaluator and replay states were routed through the feedback recommendation contract so pass, revision, model-review, evaluator-pending, and start-path states each have an auditable next action.

01

Snapshot

5cases
5valid
5re-ranked
1model review
1advance
1revise
States covered: awaiting_evaluation, decision_generated, evaluated_pass, evaluated_review, needs_revision.
02

Matrix

StateActionStrategyModuleValidFailures
decision_generatedawait_practice_submissiondecision_generated_original_pathed46a9a7b5d5e472yesnone
awaiting_evaluationrun_evaluatorawaiting_evaluation_original_pathed46a9a7b5d5e472yesnone
needs_revisionrevise_current_modulefailed_gate_remediationed46a9a7b5d5e472yesnone
evaluated_reviewmodel_review_before_advancingmodel_review_hold_currented46a9a7b5d5e472yesnone
evaluated_passadvance_after_model_reviewevaluation_pass_remaining_pathc0c67449115f91b8yesnone
03

Boundary

This is deterministic local evaluator-state proof. It does not claim adaptive learning, mutate planner output, or use production telemetry.

Where to start
Use this matrix to keep pass, revision, review, pending-evaluation, and start-path behavior explicit as the learner loop matures.