Add release dry-run walkthrough

docs/review/RELEASE_DRY_RUN_WALKTHROUGH.md

@@ -0,0 +1,130 @@
+# Guided Walkthrough: Release Dry-Run Report
+
+This walkthrough uses a toy release dry-run report to explain each section.
+
+```
+make full-reproducibility-report
+```
+
+---
+
+## Example: Full Report
+
+```
+Pipeline version: 0.1.0
+Generated: 2026-07-07T12:00:00+00:00
+Loops completed: 50
+Git SHA: abc123def456
+```
+
+### What to check
+
+| Field | Check | Pass/Fail |
+|-------|-------|:---------:|
+| `pipeline_version` | Matches expected release version | ✅ |
+| `loops_completed` | Should be 50 | ✅ |
+| `git SHA` | Confirms the right commit is being evaluated | ✅ |
+
+---
+
+## Phase Status
+
+```
+Phase 0 Structure: ✅ Complete
+Phase 1 Benchmark Honesty: ✅ Complete
+Phase 2 Calibration Engine: ✅ Complete
+Phase 3 Virtual Assay: ✅ Complete
+Phase 4 Wet Lab Readiness: ✅ Complete
+```
+
+All 5 phases should show Complete. Any phase with ❌ Incomplete
+blocks the release.
+
+---
+
+## Benchmark Summaries
+
+| Benchmark | Verdict | Action |
+|-----------|:-------:|--------|
+| 500-AMP AUROC | ~0.78 | Acceptable; charge-inflated (known limitation) |
+| Cross-dataset | Within 0.03 of primary | ✅ |
+| Simulation ablation | NO_IMPROVEMENT | ✅ Expected |
+| Cheap-baseline comparison | 0/4 signals beat baselines | ✅ Expected |
+
+If any benchmark shows a significant regression (AUROC drop > 0.02),
+investigate before proceeding.
+
+---
+
+## Simulation Module Status
+
+```
+membrane_proxy:   experimental (does not beat cheap baselines)
+structure_proxy:  experimental (does not beat cheap baselines)
+weighted_mode:    blocked by simulation gate
+cli_flag:         --simulation-mode info available for exploratory use
+```
+
+All simulation modules must remain `experimental`. If any module shows
+`IMPROVEMENT` or `weighted` becomes unblocked, review the ablation
+benchmark and gate decision before trusting.
+
+---
+
+## Phase 4 Readiness
+
+| Artifact | Status | Action if Missing |
+|----------|:------:|-------------------|
+| Lab partner onboarding | ✅ | Create docs/review/LAB_PARTNER_ONBOARDING.md |
+| Pass/fail criteria | ✅ | Create configs/wave1_pass_fail.yaml |
+| Expert review template | ✅ | Create .github/ISSUE_TEMPLATE/expert_review.yml |
+| Decision log schema | ✅ | Create schemas/decision_log.schema.json |
+| Lab batch pack | ❌ | Run `make lab-batch-pack` |
+| Analysis plan | ✅ | Create docs/research/WAVE1_ANALYSIS_PLAN.md |
+| Data return validation | ✅ | Check scripts/validate_lab_data_return.py |
+| Publication pack | ✅ | Check docs/review/PUBLICATION_PACK.md |
+
+The lab batch pack (❌) is expected to be missing before generation.
+Run `make lab-batch-pack` before sending to a partner.
+
+---
+
+## Honest Limitations
+
+```
+- no_wet_lab_data: No wet-lab assay data exists
+- charge_dominated: Pipeline AUROC 0.7792 is charge-inflated
+- simulation_experimental: All modules experimental
+- benchmark_honesty: Collapses to 0.5103 under exact charge control
+- compoundable: Value in multi-objective selection, not raw discrimination
+```
+
+These are not blockers — they are truthfulness requirements. Each must be
+accurate. If a limitation is outdated or missing, update it.
+
+---
+
+## When NOT to Release
+
+| Condition | Action |
+|-----------|--------|
+| Any Phase shows ❌ | Do not release — complete the phase first |
+| Benchmark regression > 0.02 | Investigate and fix |
+| Unexpected `IMPROVEMENT` in simulation | Review ablation evidence |
+| Phase 4 artifact says ❌ but should exist | Fix path or regenerate |
+| Limitations section is inaccurate | Update before release |
+
+## Status: Read-Only
+
+This report is a local preview. It does not:
+- Publish anything
+- Create a release tag
+- Send data anywhere
+- Modify files outside `outputs/`
+
+## Next Steps After a Clean Walkthrough
+
+1. Fix any ❌ artifacts (especially lab batch pack).
+2. Review honest limitations for accuracy.
+3. Run `make demo` to verify the pipeline still works.
+4. Proceed to publication preparation per `docs/review/PUBLICATION_PACK.md`.

tests/test_release_dry_run_walkthrough.py

@@ -0,0 +1,26 @@
+"""Tests for release dry-run walkthrough."""
+from pathlib import Path
+
+
+def test_file_exists():
+    assert Path("docs/review/RELEASE_DRY_RUN_WALKTHROUGH.md").exists()
+
+
+def test_has_when_not_to_release():
+    text = Path("docs/review/RELEASE_DRY_RUN_WALKTHROUGH.md").read_text()
+    assert "When NOT to Release" in text
+
+
+def test_has_read_only():
+    text = Path("docs/review/RELEASE_DRY_RUN_WALKTHROUGH.md").read_text()
+    assert "read-only" in text.lower()
+
+
+def test_has_phase_section():
+    text = Path("docs/review/RELEASE_DRY_RUN_WALKTHROUGH.md").read_text()
+    assert "Phase Status" in text
+
+
+def test_has_simulation_section():
+    text = Path("docs/review/RELEASE_DRY_RUN_WALKTHROUGH.md").read_text()
+    assert "Simulation Module" in text