AINA data engine room - Codex - 2026-06-13

GDPval Candidate Batch Review

GDPval replacement candidate batch review records Claude CLI reviewer/domain evidence for the first backlog batch. It validates decisions but grants no practice, approved-intake, runtime, external, public, real-user-data, production telemetry, or deployment-promotion access.

The Single Idea

Claude reviewer decisions are recorded for the first backlog batch, but practice and runtime remain locked behind a later gate.

01

Snapshot

candidate_batch_review_evidence_recorded_mixedstatus
backlog_batch_001batch
10review items
3approved decisions
5revisions
2held
3future gate
0practice allowed
0unlocks
02

Checks

CheckResult
candidate_batch_review_input_existsPASS
candidate_batch_review_input_schema_validPASS
claude_cli_source_recordedPASS
reviewer_identity_presentPASS
reviewed_at_presentPASS
review_rationale_presentPASS
review_input_has_evidence_refsPASS
candidate_review_batch_validPASS
candidate_review_batch_hf_evidence_readyPASS
production_deployment_approval_validPASS
production_approval_keeps_all_domains_blockedPASS
batch_reviews_cover_all_candidatesPASS
all_reviews_reference_known_candidatesPASS
all_reviews_match_candidate_task_idsPASS
all_review_item_decisions_supportedPASS
mixed_review_outcomes_recordedPASS
all_review_items_have_rationalePASS
all_review_items_have_evidence_refsPASS
all_review_items_match_source_refsPASS
all_review_items_have_strengths_and_concernsPASS
revision_and_hold_items_have_required_editsPASS
approved_items_still_require_separate_practice_gatePASS
all_reviews_resolve_processed_hf_rowsPASS
all_reviews_trace_downloaded_hf_filesPASS
all_reviews_have_reference_and_deliverable_filesPASS
all_reviews_have_simplified_criteriaPASS
raw_rubric_and_full_prompt_not_embeddedPASS
batch_review_creates_no_new_approvalsPASS
batch_review_not_practice_allowedPASS
approved_intake_not_readyPASS
no_canonical_learner_history_writesPASS
no_progression_unlocksPASS
no_external_or_production_unlocksPASS
03

Batch Review Items

Batch RankCandidateOccupationDecisionRequired EditsFuture GatePractice Allowed
1e866a3a1842ff61eProject Management Specialistsapprove_internal1TrueFalse
244dd0182f9d5964dProject Management Specialistsrequest_revision3FalseFalse
35cc7d76f7a7977e3Administrative Services Managersrequest_revision3FalseFalse
4c1228061bcc7d4bcOrder Clerksapprove_internal2TrueFalse
55f70bd36ac002709Shipping, Receiving, and Inventory Clerksapprove_internal1TrueFalse
6ae2558399be01682Customer Service Representativesrequest_revision3FalseFalse
70ba3710aa05a043aRecreation Workersrequest_revision3FalseFalse
8b700d31ff15dbc4cRecreation Workerskeep_held3FalseFalse
9c0e4be9d4e2c8f13Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Productskeep_held4FalseFalse
1061d9a491f6708efaCounter and Rental Clerksrequest_revision4FalseFalse
Boundary
Reviewer approval is not practice admission; the next gate must handle confirmations, revision closeout, or keep-held redraft explicitly.