Round 94: cross-category Primary workflow surface preamble library registry

DRY assert_primary_workflow_surface_preamble and supporting-lens exemption
map in prompt_eval_helpers; add test_prompt_primary_workflow_surface_library_registry
for library-wide preamble parity across all 49 composable prompts.

Author: johnteee

README.md

@@ -21,7 +21,7 @@ Full library docs: [reflective-prompt-library/README.md](reflective-prompt-libra
 ## Governance
 
 - **Contributing:** [CONTRIBUTING.md](CONTRIBUTING.md) — quality gates, routing maintenance (R8–R12), `make all`
-- **Panel record:** [multi-agent-panel-consensus](reflective-prompt-library/plans/multi-agent-panel-consensus-2026-06-25.md) — six-lens Socratic consensus (Rounds 1–93)
+- **Panel record:** [multi-agent-panel-consensus](reflective-prompt-library/plans/multi-agent-panel-consensus-2026-06-25.md) — six-lens Socratic consensus (Rounds 1–94)
 - **Operator playbook:** [GLOSSARY.md](reflective-prompt-library/GLOSSARY.md) — Governance Maintenance Playbook
 
 The repository contains:

reflective-prompt-library/GLOSSARY.md

@@ -337,7 +337,7 @@ Curated top-of-cheatsheet summary of high-confusion routing traps (ROUTE-002 hol
 
 ## Governance Maintenance Playbook / 治理維護手冊
 
-Ongoing upkeep after panel close (Rounds 1–93). Not agent instructions — operator checklist.
+Ongoing upkeep after panel close (Rounds 1–94). Not agent instructions — operator checklist.
 
 **Operational test:** Before router tuning, add fresh ROUTE-002/003 holdout phrases; run `make all`; record decisions in `PROJECT_KNOWLEDGE.md` Decision Index when governance surface changes.
 
@@ -366,3 +366,4 @@ Ongoing upkeep after panel close (Rounds 1–93). Not agent instructions — ope
 23. When adding composable prompts or new categories, keep `PROMPT_LIBRARY_CATEGORIES` and `test_human_review_library_registry.py` aligned so frozen HR sets cover every `00-core`–`06-repo` prompt exactly once.
 24. When adding composable prompts or editing `*_SKILL_LINKS` / `*_THINKING_LINKS`, keep per-category dict keys aligned with prompt globs and run `test_prompt_skill_links_library_registry.py` plus `test_all_*_prompts_have_skill_link` in `test_prompt_cross_links.py`.
 25. When adding composable prompts or editing eval_harness contract preambles, keep `PROMPT_CONTRACT_HEADINGS` / `PROMPT_EVAL_MIN_SCORE` in `prompt_eval_helpers.py` and run `test_prompt_contract_library_registry.py` plus per-category `test_*_prompts_eval_harness.py` guards.
+26. When editing composable prompt Purpose preambles, keep `Primary workflow surface(s)` / Supporting-lens lines via `assert_primary_workflow_surface_preamble` in `prompt_eval_helpers.py`; update `SUPPORTING_LENS_PRIMARY_SURFACE_BY_CATEGORY` for exemptions; run `test_prompt_primary_workflow_surface_library_registry.py` plus per-category `test_*_prompts_eval_harness.py` guards.

reflective-prompt-library/PROJECT_KNOWLEDGE.md

@@ -73,6 +73,7 @@ deferred promotions are recurrence-gated — see [panel backlog](plans/multi-age
 ## Decision Index
 
 - 2026-06-25 Round 85 panel — composable prompt Primary workflow surface preamble guards (`test_*_prompts_eval_harness.py`) + Supporting-lens exemption → [record](plans/multi-agent-panel-consensus-2026-06-25.md)
+- 2026-06-25 Round 94 panel — cross-category Primary workflow surface preamble library registry (`test_prompt_primary_workflow_surface_library_registry.py`, DRY `assert_primary_workflow_surface_preamble`) → [record](plans/multi-agent-panel-consensus-2026-06-25.md)
 - 2026-06-25 Round 93 panel — cross-category eval_harness contract heading library registry (`test_prompt_contract_library_registry.py`, DRY `PROMPT_CONTRACT_HEADINGS`) → [record](plans/multi-agent-panel-consensus-2026-06-25.md)
 - 2026-06-25 Round 92 panel — cross-category skill/thinking cross-link library registry (`test_prompt_skill_links_library_registry.py`) + missing `test_all_*_prompts_have_skill_link` guards → [record](plans/multi-agent-panel-consensus-2026-06-25.md)
 - 2026-06-25 Round 91 panel — cross-category Human Review library registry (`test_human_review_library_registry.py`, `PROMPT_LIBRARY_CATEGORIES`) → [record](plans/multi-agent-panel-consensus-2026-06-25.md)

reflective-prompt-library/README.md

@@ -30,7 +30,7 @@ Pick **Strictness L1–L6** first (`skills/reflective-dispatch/SKILL.md`, [GLOSS
 
 ## Governance Panel Record
 
-Multi-agent Socratic consensus on project goals and the nine skills (Rounds 1–93, options A–GQ) is recorded in [plans/multi-agent-panel-consensus-2026-06-25.md](plans/multi-agent-panel-consensus-2026-06-25.md). Run `make all` before claiming routing or governance changes are verified.
+Multi-agent Socratic consensus on project goals and the nine skills (Rounds 1–94, options A–GV) is recorded in [plans/multi-agent-panel-consensus-2026-06-25.md](plans/multi-agent-panel-consensus-2026-06-25.md). Run `make all` before claiming routing or governance changes are verified.
 
 ## Directory Map
 

reflective-prompt-library/plans/QUALITY_GATES_SUMMARY.md

@@ -314,7 +314,7 @@ ROUTE-002 measures unseen phrasing separately from ROUTE-001. Round 7 (2026-06-2
 2. **ROUTE-001/002/003 in CI** — 128 + 102 + 53 paraphrases at 100% consistency (seeded fixtures); `validate_route_fixture.py` gates minimum coverage
 3. **Governance validators** — links, lint, governance metadata, PROJECT_KNOWLEDGE, benchmark fixture, skill examples
 4. **Harness policy docs** — CONTRIBUTING, AGENTS, SKILL_INSTALLATION, maintenance playbook
-5. **Doc anti-drift** — `test_routing_contract.py`, cheatsheet parity tests, `test_readme_governance.py`, `test_thinking_prompts_eval_harness.py`, `test_engineering_prompts_eval_harness.py`, `test_prompt_cross_links.py`, `test_core_prompts_eval_harness.py`, `test_human_review_library_registry.py`, `test_prompt_skill_links_library_registry.py`, `test_prompt_contract_library_registry.py`, `test_agent_prompts_eval_harness.py`, `test_context_prompts_eval_harness.py`, `test_domain_prompts_eval_harness.py`, `test_repo_prompts_eval_harness.py`, `test_validate_governance.py`, `test_validate_links.py`, `test_lint_skills.py`, `test_skill_module_contract.py` (Escalation subsection + Trigger/Methods/Output/Never; 615+ pytest anti-drift suite in CI); reciprocal thinking-lens ↔ skill checks and `00-core` + composable `Primary workflow surface(s)` ↔ `*_SKILL_LINKS` parity in `test_prompt_cross_links.py` (including strict Primary workflow surfaces parity via `test_thinking_lens_primary_surfaces_match_consumer_graph`); Human Review + Escalation route-target guards in thinking/skill contract tests; composable `Primary workflow surface(s)` / Supporting-lens preamble guards and composable `## Human Review` preamble guards (route to `reflective-risk`) via `prompt_eval_helpers.assert_human_review_preamble` in `test_*_prompts_eval_harness.py`; frozen `*_HUMAN_REVIEW_REQUIRED` / `*_HUMAN_REVIEW_EXEMPT` set parity across all prompt categories (Round 90); library-wide contract heading registry (`PROMPT_CONTRACT_HEADINGS`, Round 93)
+5. **Doc anti-drift** — `test_routing_contract.py`, cheatsheet parity tests, `test_readme_governance.py`, `test_thinking_prompts_eval_harness.py`, `test_engineering_prompts_eval_harness.py`, `test_prompt_cross_links.py`, `test_core_prompts_eval_harness.py`, `test_human_review_library_registry.py`, `test_prompt_skill_links_library_registry.py`, `test_prompt_contract_library_registry.py`, `test_prompt_primary_workflow_surface_library_registry.py`, `test_agent_prompts_eval_harness.py`, `test_context_prompts_eval_harness.py`, `test_domain_prompts_eval_harness.py`, `test_repo_prompts_eval_harness.py`, `test_validate_governance.py`, `test_validate_links.py`, `test_lint_skills.py`, `test_skill_module_contract.py` (Escalation subsection + Trigger/Methods/Output/Never; 630+ pytest anti-drift suite in CI); reciprocal thinking-lens ↔ skill checks and `00-core` + composable `Primary workflow surface(s)` ↔ `*_SKILL_LINKS` parity in `test_prompt_cross_links.py` (including strict Primary workflow surfaces parity via `test_thinking_lens_primary_surfaces_match_consumer_graph`); Human Review + Escalation route-target guards in thinking/skill contract tests; composable `Primary workflow surface(s)` / Supporting-lens preamble guards and composable `## Human Review` preamble guards (route to `reflective-risk`) via `prompt_eval_helpers.assert_human_review_preamble` in `test_*_prompts_eval_harness.py`; frozen `*_HUMAN_REVIEW_REQUIRED` / `*_HUMAN_REVIEW_EXEMPT` set parity across all prompt categories (Round 90); library-wide contract heading registry (`PROMPT_CONTRACT_HEADINGS`, Round 93)
 
 ### Ongoing maintenance (not blockers)
 
@@ -384,4 +384,4 @@ Phase 1 quality-gate tooling and documentation are **complete**. Routing consist
 - ✅ Benchmark fixture gate plus optional manual benchmark runs
 - ✅ Research-backed design decisions
 
-The project is positioned to grow sustainably with quality discipline built in from the start. **No open implementation blockers** remain from panel Rounds 1–93; work is recurrence-gated maintenance per playbook. The next measurable quality target is **holdout expansion before router tuning** and optional manual baseline-vs-skill benchmark runs — not shipping new core skills without promotion evidence.
+The project is positioned to grow sustainably with quality discipline built in from the start. **No open implementation blockers** remain from panel Rounds 1–94; work is recurrence-gated maintenance per playbook. The next measurable quality target is **holdout expansion before router tuning** and optional manual baseline-vs-skill benchmark runs — not shipping new core skills without promotion evidence.

reflective-prompt-library/plans/multi-agent-panel-consensus-2026-06-25.md

@@ -2728,4 +2728,54 @@ User directive (repeat): review prompts, plans, skills, and Socratic/critical-th
 
 **Resealed 2026-06-25** after **Round 93** (options GM–GQ). Eval_harness contract headings are now library-registry checked across all `00-core`–`06-repo` prompts with shared `PROMPT_CONTRACT_HEADINGS`. Holdout expansion remains recurrence-gated maintenance.
 
+## Round 94 — cross-category Primary workflow surface preamble library registry (2026-06-25)
+
+**Options GR–GV** | Six-lens panel (Opus, Codex, Gemini, Composer, Sakana, GLM)
+
+### Round 94 options
+
+| ID | Proposal | Verdict |
+| --- | --- | --- |
+| GR | DRY `assert_primary_workflow_surface_preamble` + `SUPPORTING_LENS_PRIMARY_SURFACE_BY_CATEGORY` in `prompt_eval_helpers.py` | **Agree** |
+| GS | `test_prompt_primary_workflow_surface_library_registry.py` cross-category registry + library glob parity | **Agree** |
+| GT | GLOSSARY playbook step 26 + governance sync | **Agree** |
+| GU | ROUTE holdout expansion | **Defer** |
+| GV | Router / tenth skill / benchmark CI | **Reject** |
+
+### Round 94 verdict table
+
+| ID | Option | Verdict | Action |
+| --- | --- | --- | --- |
+| GR | Primary surface preamble helper | **Agree** | shared helper + supporting-lens map |
+| GS | Primary surface library registry | **Agree** | `test_prompt_primary_workflow_surface_library_registry.py` |
+| GT | Playbook + docs | **Agree** | step 26; panel round 94 sync |
+| GU | Holdout expansion | **Defer** | maintenance |
+| GV | Router/tenth skill/benchmark CI | **Reject** | no change |
+
+### Socratic rationale (Round 94)
+
+- **Opus:** Rounds 91–93 closed HR, cross-link, and contract registries; Primary workflow surface preamble guards remain duplicated across seven harness files with no library-wide falsifiability.
+- **Codex:** Centralizing `assert_primary_workflow_surface_preamble` prevents per-category drift; `runtime-trust-boundary.md` Supporting-lens exemption belongs in one map.
+- **Gemini:** Registry adds one sweep over 49 prompts without extra CI cost beyond pytest.
+- **Composer:** IDE contributors edit Purpose preambles often — one helper matches Round 87 HR DRY pattern.
+- **Sakana:** Thinking lenses use plural "surfaces"; substring guard still matches without a separate code path.
+- **GLM:** Supporting-lens map is English-canonical; no TW SKILL translation needed.
+
+## Implemented Changes (Round 94)
+
+- `plans/tests/prompt_eval_helpers.py`: `SUPPORTING_LENS_PRIMARY_SURFACE_BY_CATEGORY`, `assert_primary_workflow_surface_preamble`
+- `plans/tests/test_*_prompts_eval_harness.py`: DRY primary-surface preamble guards
+- `plans/tests/test_prompt_primary_workflow_surface_library_registry.py`: cross-category registry + library glob parity
+- `GLOSSARY.md`: playbook Rounds 1–94; step 26 for primary-surface library registry
+- `QUALITY_GATES_SUMMARY.md`: primary-surface registry note; panel Rounds 1–94; 630+ pytest floor
+- `PROJECT_KNOWLEDGE.md`: Decision Index Round 94 entry
+- `README.md`, `reflective-prompt-library/README.md`, `test_readme_governance.py`: panel round 94 sync
+
+## Verification (Round 94)
+
+- `make all`: pytest + ROUTE-001/002/003 100%
+
+---
+
+**Resealed 2026-06-25** after **Round 94** (options GR–GV). Primary workflow surface preambles are now library-registry checked across all `00-core`–`06-repo` prompts with shared `assert_primary_workflow_surface_preamble` and Supporting-lens exemptions in one map. Holdout expansion remains recurrence-gated maintenance.
 

reflective-prompt-library/plans/tests/prompt_eval_helpers.py

@@ -91,3 +91,30 @@ def assert_human_review_sets_partition(
         f"required ∪ exempt {sorted(required | exempt)} != all prompts {sorted(all_names)}"
     )
     assert not required & exempt, "required and exempt Human Review sets must not overlap"
+
+SUPPORTING_LENS_PRIMARY_SURFACE_BY_CATEGORY: dict[str, frozenset[str]] = {
+    "04-agent": frozenset({"runtime-trust-boundary.md"}),
+}
+
+
+def supporting_lens_exempt_for_category(category: str) -> frozenset[str]:
+    """Prompts that declare Supporting lens for instead of Primary workflow surface(s)."""
+    return SUPPORTING_LENS_PRIMARY_SURFACE_BY_CATEGORY.get(category, frozenset())
+
+
+def assert_primary_workflow_surface_preamble(
+    prompt_path: Path,
+    *,
+    category: str,
+) -> None:
+    """Purpose preambles must declare Primary workflow surface(s) or Supporting lens."""
+    preamble = prompt_preamble(prompt_path)
+    if prompt_path.name in supporting_lens_exempt_for_category(category):
+        assert "Supporting lens for" in preamble, (
+            f"{prompt_path.name} Purpose should use Supporting lens for workflow skills"
+        )
+    else:
+        assert "Primary workflow surface" in preamble, (
+            f"{prompt_path.name} Purpose should list Primary workflow surface(s)"
+        )
+

reflective-prompt-library/plans/tests/test_agent_prompts_eval_harness.py

@@ -9,7 +9,7 @@
 sys.path.insert(0, str(Path(__file__).parent))
 
 from eval_harness import EvalHarness  # noqa: E402
-from prompt_eval_helpers import assert_human_review_preamble, prompts_with_human_review, assert_human_review_required_matches_detection, assert_human_review_exempt_have_no_preamble_section, assert_human_review_sets_partition, PROMPT_CONTRACT_HEADINGS, PROMPT_EVAL_MIN_SCORE, assert_prompt_contract_headings  # noqa: E402
+from prompt_eval_helpers import assert_human_review_preamble, assert_primary_workflow_surface_preamble, prompts_with_human_review, assert_human_review_required_matches_detection, assert_human_review_exempt_have_no_preamble_section, assert_human_review_sets_partition, PROMPT_CONTRACT_HEADINGS, PROMPT_EVAL_MIN_SCORE, assert_prompt_contract_headings  # noqa: E402
 
 REQUIRED_HEADINGS = PROMPT_CONTRACT_HEADINGS
 MIN_SCORE = PROMPT_EVAL_MIN_SCORE
@@ -19,7 +19,6 @@
 
 AGENT_PROMPTS = tuple(sorted(AGENT_DIR.glob("*.md")))
 AGENT_PROMPTS_WITH_HUMAN_REVIEW = prompts_with_human_review(AGENT_PROMPTS)
-SUPPORTING_LENS_AGENT_PROMPTS = frozenset({"runtime-trust-boundary.md"})
 AGENT_HUMAN_REVIEW_REQUIRED = frozenset({
     "agent-scaffold-provenance.md",
     "agent-selection.md",
@@ -77,15 +76,7 @@ def test_agent_prompts_cover_agent_workflow_surfaces():
 def test_agent_prompts_have_workflow_surface_preamble_line():
     """04-agent prompts use Primary workflow surface(s) or Supporting lens (trust boundary)."""
     for prompt_path in AGENT_PROMPTS:
-        preamble = prompt_path.read_text(encoding="utf-8").split("```", 1)[0]
-        if prompt_path.name in SUPPORTING_LENS_AGENT_PROMPTS:
-            assert "Supporting lens for" in preamble, (
-                f"{prompt_path.name} Purpose should use Supporting lens for workflow skills"
-            )
-        else:
-            assert "Primary workflow surface" in preamble, (
-                f"{prompt_path.name} Purpose should list Primary workflow surface(s)"
-            )
+        assert_primary_workflow_surface_preamble(prompt_path, category="04-agent")
 
 
 @pytest.mark.parametrize(

reflective-prompt-library/plans/tests/test_context_prompts_eval_harness.py

@@ -9,7 +9,7 @@
 sys.path.insert(0, str(Path(__file__).parent))
 
 from eval_harness import EvalHarness  # noqa: E402
-from prompt_eval_helpers import assert_human_review_preamble, prompts_with_human_review, assert_human_review_required_matches_detection, assert_human_review_exempt_have_no_preamble_section, assert_human_review_sets_partition, PROMPT_CONTRACT_HEADINGS, PROMPT_EVAL_MIN_SCORE, assert_prompt_contract_headings  # noqa: E402
+from prompt_eval_helpers import assert_human_review_preamble, assert_primary_workflow_surface_preamble, prompts_with_human_review, assert_human_review_required_matches_detection, assert_human_review_exempt_have_no_preamble_section, assert_human_review_sets_partition, PROMPT_CONTRACT_HEADINGS, PROMPT_EVAL_MIN_SCORE, assert_prompt_contract_headings  # noqa: E402
 
 REQUIRED_HEADINGS = PROMPT_CONTRACT_HEADINGS
 MIN_SCORE = PROMPT_EVAL_MIN_SCORE
@@ -73,10 +73,7 @@ def test_context_prompts_cover_context_workflow_surfaces():
 def test_context_prompts_have_primary_workflow_surfaces_line():
     """All 03-context prompts declare Primary workflow surface(s) in Purpose preambles."""
     for prompt_path in CONTEXT_PROMPTS:
-        preamble = prompt_path.read_text(encoding="utf-8").split("```", 1)[0]
-        assert "Primary workflow surface" in preamble, (
-            f"{prompt_path.name} Purpose should list Primary workflow surface(s)"
-        )
+        assert_primary_workflow_surface_preamble(prompt_path, category="03-context")
 
 
 @pytest.mark.parametrize(

reflective-prompt-library/plans/tests/test_core_prompts_eval_harness.py

@@ -12,6 +12,7 @@
 from prompt_eval_helpers import (
     PROMPT_CONTRACT_HEADINGS,
     PROMPT_EVAL_MIN_SCORE,
+    assert_primary_workflow_surface_preamble,
     assert_prompt_contract_headings,  # noqa: E402
     assert_human_review_exempt_have_no_preamble_section,
     assert_human_review_preamble,
@@ -79,10 +80,7 @@ def test_core_prompts_cover_brief_and_dispatch():
 def test_core_prompts_have_primary_workflow_surfaces_line():
     """All 00-core prompts declare Primary workflow surface(s) in Purpose preambles."""
     for prompt_path in CORE_PROMPTS:
-        preamble = prompt_path.read_text(encoding="utf-8").split("```", 1)[0]
-        assert "Primary workflow surface" in preamble, (
-            f"{prompt_path.name} Purpose should list Primary workflow surface(s)"
-        )
+        assert_primary_workflow_surface_preamble(prompt_path, category="00-core")
 
 
 @pytest.mark.parametrize(