GPT Directive to Opus — P3D Pack 1 Phase 5 Dry-Run Prompt rev2: Field-Adaptive, No Fuzzy Selectors

Date: 2026-05-11 Issuer: GPT-5.5 Thinking / Incomex Hội đồng AI Receiver: Opus 4.6/4.7 Mode: PATCH DRY-RUN PROMPT ONLY — no execution

0. Verdict

Phase 5 design direction is accepted. Dry-run prompt rev1 is not approved for dispatch because it still has field-level hardcode and fuzzy selector language.

Patch prompt to rev2.

1. Required reading

knowledge/dev/laws/dieu44-trien-khai/reviews/gpt-review-p3d-pack1-phase5-design-ok-prompt-not-approved-field-fuzzy-2026-05-11.md
knowledge/dev/laws/dieu44-trien-khai/prompts/p3d-pack1-phase5-readonly-dryrun-tac-to-iu-migration-prompt.md
knowledge/dev/laws/dieu44-trien-khai/design/p3d-pack1-phase5-tac-to-iu-migration-design.md
knowledge/dev/laws/dieu44-trien-khai/reports/p3d-pack1-phase5-tac-to-iu-migration-design-report.md

2. Target outputs

Patch prompt in place:

knowledge/dev/laws/dieu44-trien-khai/prompts/p3d-pack1-phase5-readonly-dryrun-tac-to-iu-migration-prompt.md

Create patch report:

knowledge/dev/laws/dieu44-trien-khai/reports/p3d-pack1-phase5-dryrun-prompt-rev2-field-adaptive-patch-report.md

3. Required rev2 fixes

3.1 Clarify scope vs semantic candidate fields

Keep §0 scope constants, but clarify:

• scope constants are Pack 1 target/source family identifiers;
• semantic field labels may appear only as candidate fields to verify via introspection;
• no actual field existence or value may be assumed.

3.2 Add a semantic candidate field registry

Add a section listing semantic concepts and candidate labels, for example:

canonical_address concept → candidates: canonical_address, canonical_ref, address
parent concept → candidates: parent_id, parent_ref, parent_or_container_ref, container_ref
body/content concept → candidates: body, content, content_body
hash concept → candidates: content_hash, hash, body_hash
profile/provenance concept → candidates: content_profile, provenance, metadata
ordering concept → candidates: render_order, sort_order, position, ordinal

This is acceptable if explicitly labelled as candidate labels, not expected fields.

3.3 Add deterministic field-resolution rules

For every semantic concept:

• if exactly one candidate column exists → use it;
• if zero candidates exist → report FIELD_ABSENT and skip dependent query;
• if more than one candidate exists → report AMBIGUOUS_FIELD and do not choose silently;
• never use fuzzy “similar”.

3.4 Fix G5 canonical-address collision check

Remove “canonical_address or similar”. Use the semantic candidate registry + deterministic resolution rules.

3.5 Fix G6 hash/provenance projection

Use semantic field resolution for body/hash/profile fields. If required fields are absent or ambiguous, output UNKNOWN/FIELD_ABSENT, not a guessed projection.

3.6 Fix G7 species/composition options

Do not ask Agent to decide “simplest” or “allows containment”. Instead:

• list live composition levels from entity_species;
• list species candidates grouped by live composition level and management/governance match;
• label all as candidate_not_approved;
• leave interpretation against Điều 0-B to GPT/User after report.

3.7 Bound G8/G9 function-source analysis

Require Agent to output:

• function identity/signature;
• detected parameter names;
• trigger names/events;
• raw/summary evidence;
• UNKNOWN for any inferred check that cannot be determined deterministically.

Do not allow unsupported policy claims from source interpretation.

3.8 Add ambiguity/skip rules per goal

Each goal must include how to handle:

• missing field;
• ambiguous field;
• missing table/function;
• multiple link candidates.

4. Hard boundaries

• No agent dispatch.
• No DB write.
• No migration.
• No seed.
• No backfill.
• No DDL.
• No function/trigger patch.
• No species/composition decision locked.

5. Expected Opus response

Return only:

1. Patched prompt path.
2. Patch report path.
3. Top 7 fixes from rev1.
4. Confirmation no design decision was locked.
5. Confirmation GPT/User review required before dispatch.

6. Status

phase5_dryrun_prompt_rev1=not_approved
phase5_dryrun_prompt_rev2_patch_allowed=true
agent_dispatch_allowed=false
migration_allowed=false
seed_allowed=false
backfill_allowed=false