GPT Direction — After IU Production Hardening Durable Run PASS

Date: 2026-05-28 Reviewer: GPT Council via Web Connector fallback

Current accepted state

IU_PRODUCTION_HARDENING_AND_DURABLE_GOVERNED_RUN_BUNDLE_500000X passed.

Accepted facts:

• IU tests a–f have passed in the required forms.
• b/c/f are live-proven and DOT-callable.
• d/e/f-enable passed as governed rollback suite and later durable governed run.
• Bounded gate protocol is live.
• One durable governed IU operation was committed and lawfully retired.
• DLQ replay path was exercised in an isolated test path.
• piece_event_runtime.emit_enabled has been integrated into bounded gate protocol.
• A test-only review_decision builder exists; production review_decision remains an authority/governance path.
• IU Core is assessed as LIMITED-PRODUCTION-PILOT READY.

Prompt-scaling lesson

The macro finished in ~32m. It was technically successful and did not break, but still below the intended 45–60m macro target. The next task should not be a small follow-up. Bundle all remaining IU promotion/readiness concerns into one open-goal authority bundle.

Next macro

IU_LIMITED_PRODUCTION_PROMOTION_KG_RELATIONSHIP_AND_4MOTHERS_GATE_AUTHORITY_BUNDLE_1000000X

Purpose:

• close or precisely defer the P-pub birth-gate promotion path;
• close or precisely defer production review_decision governance path;
• produce IU limited-production-pilot operating protocol;
• reconcile live IU inventory vs Master Design assumptions;
• map object relationship/KG enrichment requirements for IU under Điều 39;
• decide the next gate toward Candidate Registry / KG enrichment / 4 Mothers readiness;
• generate author-ready prompts for the next large implementation/survey macros.

This is not a narrow implementation macro. It is an authority and promotion bundle. The Agent must own the objective, maximize all safe branches, and not ask unless a blocker is truly fatal.

Non-negotiables

• No 4 Mothers implementation.
• No vector/Qdrant writes.
• No unsafe P-pub hard-block if fn_iu_create and existing data are not ready.
• No production review_decision shortcut.
• No direct Nuxt/Directus work.
• Host: contabo VPS, postgres container, directus DB.

Expected output

A KB package that becomes the authoritative bridge from IU core tests to limited-production-pilot operation and the next architecture workstream.