# CCRA / GPT Review Brief: Round 03 Consolidated Review Package

Date: 2026-06-17

Repository: `C:\Users\wangq\Documents\Codex\work-projects\the-mindscape-of-bro-tsong`

Phase: `model_library_mvp`

## 1. Why This Is The Official Round 03 Package

Round 03 had two sequential work streams:

1. framework hardening: model contract, QPI contextual routing rules, selector executable rules, no-call gates, and validation;
2. owner-supplied QPI case processing: draft `.cases.md` files, owner review, case digest promotion, selector calibration inputs, and selected regression cases.

The earlier Round 03 review bundle was created after step 1 and before owner data processing. It was correct at the time, but incomplete for formal third-round review. This consolidated package keeps the original Round 03 directory and updates it into the single official third-round review package.

## 2. Default Conclusion

This round does not upgrade model lifecycle state.

Current model states remain:

| Model ID | Status | Stability | Regression Status |
| --- | --- | --- | --- |
| `qpi` | draft | B | pending |
| `intellectual_archaeology` | draft | B | pending |

Allowed review language: `draft-callable` at report level only.

Not allowed:

- stable upgrade;
- third model expansion;
- full question-answering system;
- LLM selector;
- database, vector database, full RAG, frontend, backend service, or user account system.

## 3. What Changed In This Consolidated Round

Framework and contract hardening:

- `ccra_review_bundle/` uses per-round review archives.
- QPI source structure includes the 2025 contextual article as a live source.
- QPI is represented as subject-context-dynamic routing, not flat text classification.
- `structured_output_contract` is allowed by schema and enforced by model-specific validation.
- `selector/selector_rules.json` is the executable runtime source for selector signals, weights, thresholds, and hard no-call gates.
- `scripts/run_selector_demo.py` reads selector rules at runtime instead of owning hard-coded primary rules.
- QPI and Intellectual Archaeology remain `draft / B / pending`.

Owner-reviewed QPI case promotion:

- 8 owner-reviewed QPI `.cases.md` files are complete.
- 62 QPI case digests were promoted into `selector/qpi_case_digests.json`.
- 83 selector calibration inputs now include owner-reviewed QPI case examples.
- 46 QPI regression cases exist in `tests/qpi.regression.json`.
- 23 organizational year-end-review QPI regression cases were selected from the owner-reviewed batch.

## 4. QPI Scope Boundary

QPI is treated as a routing model:

```text
某个认知主体
在某个场景
基于知识结构、责任位置、目标、资源和时间压力
把期望—现实落差
框定成 Q / P / I / mixed / no-call
```

The owner-reviewed cases should be evaluated as auditable routing examples and regression traps. They are not intended to solve the underlying organizational, personnel, legal, tax, or operational problems.

## 5. What Is Complete Before Review

The pre-review work is complete for the formal third-round review:

- framework hardening files are updated;
- selector hard no-call behavior is executable and regression-checked;
- all 8 owner-reviewed QPI draft groups have been processed;
- no Round 01 QPI draft review files remain unprocessed;
- digest, calibration, and regression assets have been updated;
- validation commands were run after the final QPI case promotion.

## 6. Suggested Reading Order

1. `00_OPEN_THIS_FIRST_CCRA_REVIEW_BRIEF.md`
2. `01_GUIDANCE_PACK_AND_COMPLIANCE_MATRIX.md`
3. `02_CURRENT_ASSET_PACK.md`
4. `03_REPORTS_DIFF_AND_COMMAND_LOG.md`
5. `04_QPI_CASE_PROMOTION_SUMMARY_AND_REVIEW_GUIDE.md`
6. `05_REVIEW_QUESTIONS_FOR_GPT.md`
7. `optional_raw_changed_files.zip` only if exact changed files are needed

