GPT Direction — After IU Limited Pilot / CR / KG / Design-Recon MegaBundle PASS

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

Accepted state

IU_LIMITED_PILOT_CR_KG_DESIGN_RECON_AND_AUTHORITY_MEGABUNDLE_3000000X passed in ~16m13s, with no gap/no question/no failure. This confirms the system is mature and the Agent can handle significantly larger bundled work.

Accepted facts:

• IU limited-production-pilot protocol is adoptable now.
• Candidate Registries are materially absent: field/input_form/output_table/dot_function/task/workflow/tier/product-template related registry surfaces require foundation work.
• KG direction is clear: enrich iu_relation in place and expose governed read-only projection; universal_edges exists but is integer-keyed and does not cover UUID IU.
• Master Design Rev5 requires live-inventory reconciliation patches.
• 4 Mothers remain blocked by Candidate Registry, P-pub block_new path, production review_decision, human-org-role/permission law, and factory registration.
• IU pilot can proceed independently of 4 Mothers.

Scaling lesson

The last macro was still mostly read-only/survey/design. Since the live substrate is relatively complete and the Agent can finish such macro in ~16m, the next macro should combine live-safe additive assembly across several adjacent foundations. The goal is to reduce copy/paste rounds and maximize Agent throughput.

Next macro direction

Run:

IU_PILOT_CR_KG_RECON_AUTHORITY_LIVE_ASSEMBLY_SUPERBUNDLE_10000000X

Purpose:

• adopt IU pilot protocol into operational artifacts;
• build or prepare Candidate Registry foundation if legally safe;
• implement or prepare IU KG enrichment/projection foundation if legally safe;
• patch Master Design live-inventory reconciliation docs;
• advance P-pub staged promotion authority toward block_new readiness;
• advance production review_decision governance path without bypassing Điều 32;
• draft human-org-role/permission law/design pack;
• update 4 Mothers entry gate board and next implementation macros.

Execution posture:

• This is a multi-workstream assembly bundle, not another read-only report.
• Safe additive live changes are allowed if Hard Gate 0, rollback, law checks, and no-double-ownership pass.
• Unsafe branches must become authority packs, not user questions.
• No 4 Mothers implementation.
• No Qdrant/vector write.
• No unsafe P-pub hard-block.
• No production review_decision shortcut.