GPT Direction — After IU Limited Production Promotion/KG/4Mothers Gate Authority Bundle PASS

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

Accepted state

IU_LIMITED_PRODUCTION_PROMOTION_KG_RELATIONSHIP_AND_4MOTHERS_GATE_AUTHORITY_BUNDLE_1000000X passed but completed in ~13m39s, showing the prompt was still too narrow relative to the proven capacity of Claude Code CLI high/xhigh.

Accepted facts from Agent report:

• IU Core is LIMITED-PRODUCTION-PILOT READY.
• Full production is still gated by P-pub hard enforcement and production review_decision governance.
• 4 Mothers remain blocked by production review_decision, Candidate Registry Survey, P-pub block_new, and human-org-role/permission law for MOW UI.
• IU pilot can start independent of 4 Mothers.
• KG relationship design found universal_edges live but integer-keyed/excludes IU; IU edges live in uuid-native iu_relation; recommendation is enrich IU edges in place + read-only governed projection.
• No live mutation in the 1,000,000X authority bundle.

Scaling lesson

The last several prompts prove that the Agent can complete much larger bundles without breaking. Future prompts should bundle several adjacent workstreams into one macro and avoid narrow single-branch authority packs.

Next macro direction

Run a larger multi-workstream bundle:

IU_LIMITED_PILOT_CR_KG_DESIGN_RECON_AND_AUTHORITY_MEGABUNDLE_3000000X

Purpose:

• write the actual IU limited-production pilot operating protocol;
• survey Candidate Registries for 4 Mothers readiness;
• design/ready IU KG relationship enrichment based on Điều 39 and live universal_edges/iu_relation reality;
• reconcile Master Design Rev5 against live inventory;
• draft authority packs for P-pub promotion and production review_decision path;
• create a human-org-role/permission law brief for the MOW UI blocker;
• produce the next implementation sequence.

Execution posture:

• Primarily document/survey/read-only.
• Live DB reads allowed.
• Additive live changes only if obviously safe, reversible, and explicitly classified.
• No 4 Mothers implementation.
• No Qdrant/vector write.
• No unsafe P-pub hard-block.
• No production review_decision shortcut.

Expected runtime target: 45–60 minutes; if underloaded, Agent must expand safe branches and evidence depth rather than ending early.