Enforce interpretation source content contracts

2026-07-02 15:09:22 +08:00
parent 79c6ab7414
commit a3d2e0acf9
9 changed files with 500 additions and 1 deletions
@@ -313,6 +313,7 @@ function buildChartContext(cd, guidedTopicContext = null) {
    const primaryRoute = officialSnapshot.strict_workflow_primary_route || Object.keys(strictContracts)[0] || '';
    const topReaderContract = primaryRoute ? (strictContracts[primaryRoute] || {}) : {};
    const adjudicationStages = topReaderContract.adjudication_stages || {};
+    const predictionBoundaryContract = topReaderContract.prediction_boundary_contract || cd.ai_prompt_pack.evidence_snapshot.prediction_boundary_contract || {};
    const multiReferenceSummary = topReaderContract.multi_reference_reading_summary || {};
    const techniqueAuditSummary = topReaderContract.technique_audit_summary || {};
    const runtimePlannerBoundary = runtimePlanner && typeof runtimePlanner === 'object' && Object.keys(runtimePlanner).length
@@ -341,6 +342,14 @@ function buildChartContext(cd, guidedTopicContext = null) {
          `main_conflicts=${(topReaderContract.main_conflicts || []).map(item => item?.type).filter(Boolean).join('/') || 'none'}`,
        ].join('\n')
      : '';
+    const predictionBoundary = predictionBoundaryContract && typeof predictionBoundaryContract === 'object' && Object.keys(predictionBoundaryContract).length
+      ? [
+          '【Prediction Boundary Contract】',
+          `source_refs=${(predictionBoundaryContract.source_refs || []).join(' / ') || '-'}`,
+          `promise=${predictionBoundaryContract.promise?.status || adjudicationStages.promise?.status || 'missing'} · activation=${predictionBoundaryContract.activation?.status || adjudicationStages.activation?.status || 'missing'} · manifestation=${predictionBoundaryContract.manifestation?.status || adjudicationStages.manifestation?.status || 'missing'} · label=${predictionBoundaryContract.label?.value || topReaderContract.dominant_label || '-'}`,
+          `mevg=${predictionBoundaryContract.confidence_boundary?.mevg_status || 'blocked'} · real_case=${predictionBoundaryContract.confidence_boundary?.real_case_calibration_status || 'blocked'} · policy=${predictionBoundaryContract.confidence_boundary?.unverified_claim_policy || 'downgrade_or_block'}`,
+        ].join('\n')
+      : '';
    const vedastroBoundary = vedastroOverview && typeof vedastroOverview === 'object'
      ? [
          '【VedAstro Overview Boundary】',
@@ -370,6 +379,8 @@ function buildChartContext(cd, guidedTopicContext = null) {
      '',
      topReaderBoundary,
      '',
+      predictionBoundary,
+      '',
      guidedTopicBoundary,
      '',
      vedastroBoundary,
@@ -128,6 +128,37 @@ CORE_RULE_SOURCE_REFS = [
    "references/transit-multi-reference-guide.md",
 ]

+PROMOTE_BATCH2_TOPIC_SOURCE_REFS = [
+    "references/vimshottari_dasha_guide.md",
+    "references/pratyantar-calculation-guide.md",
+    "references/divisional-chart-deep-reading.md",
+    "references/shadbala-complete-methodology.md",
+    "references/ashtakavarga-complete-system.md",
+    "references/tajika-yoga-complete-guide.md",
+    "references/jaimini-complete-system.md",
+    "references/kp-astrology-complete-system.md",
+    "references/argala-complete-guide.md",
+    "references/badhaka-obstacle-planet-guide.md",
+    "references/condition-dasha-complete.md",
+]
+
+REFERENCE_ONLY_CONFLICT_SOURCE_REFS = [
+    "references/dasa-convergence-methodology.md",
+    "references/multi-dasha-convergence-protocol.md",
+    "references/yoga-strength-scoring-system.md",
+]
+
+BLOCKED_NON_RUNTIME_SOURCE_REFS = [
+    "references/varga-system-quick-reference.md",
+    "references/yoga-list-chinese.md",
+    "references/analysis-full-reading-v4.0.md",
+    "references/analysis-full-reading-v1.8-review.md",
+    "references/audit-skill-full-test-2026-05-04.md",
+    "references/feature-gap-matrix-2026.md",
+    "references/kp-practical-event-timing.md",
+    "references/consultation-case-library.md",
+]
+

 def _build_interpretation_source_inventory(source_refs: List[str]) -> Dict[str, Any]:
    primary_truth = [
@@ -166,6 +197,8 @@ def _build_interpretation_source_inventory(source_refs: List[str]) -> Dict[str,
        "references/open_source_sources/vedic-astro-skills/codex/skills/vedic-core/resources/p1_p12.md",
        "references/open_source_sources/vedic-astro-skills/codex/skills/vedic-core/resources/house_framework.md",
        *CORE_RULE_SOURCE_REFS,
+        *PROMOTE_BATCH2_TOPIC_SOURCE_REFS,
+        *REFERENCE_ONLY_CONFLICT_SOURCE_REFS,
        *frontend_interpretation,
        *qa_governance,
        *reader_validation,
@@ -223,6 +256,28 @@ def _build_interpretation_source_inventory(source_refs: List[str]) -> Dict[str,
            "missing_refs": [path for path in CORE_RULE_SOURCE_REFS if not _repo_relative_exists(path)],
            "boundary": "First promoted core references; visible to strict workflows but still subject to conflict arbitration.",
        },
+        "promote_batch2_topic_sources": {
+            "status": "available",
+            "promotion_status": "reference_layer_candidate",
+            "promotion_batch": "priority1_batch1_remaining_promote_11",
+            "source_refs": _existing_paths(PROMOTE_BATCH2_TOPIC_SOURCE_REFS),
+            "missing_refs": [path for path in PROMOTE_BATCH2_TOPIC_SOURCE_REFS if not _repo_relative_exists(path)],
+            "boundary": "Topic-specific promoted references; visible as supporting layers, not all-at-once primary truth.",
+        },
+        "reference_only_conflict_sources": {
+            "status": "available",
+            "promotion_status": "reference_only",
+            "source_refs": _existing_paths(REFERENCE_ONLY_CONFLICT_SOURCE_REFS),
+            "missing_refs": [path for path in REFERENCE_ONLY_CONFLICT_SOURCE_REFS if not _repo_relative_exists(path)],
+            "boundary": "Useful conflict/reference material; must not outrank primary rule sources or tested contracts.",
+        },
+        "blocked_non_runtime_sources": {
+            "status": "blocked",
+            "promotion_status": "not_truth_source",
+            "source_refs": _existing_paths(BLOCKED_NON_RUNTIME_SOURCE_REFS),
+            "missing_refs": [path for path in BLOCKED_NON_RUNTIME_SOURCE_REFS if not _repo_relative_exists(path)],
+            "boundary": "Duplicate, obsolete, or quarantined files; never expose through runtime source_refs.",
+        },
        "quarantined_drafts": {
            "status": "quarantined",
            "promotion_status": "not_truth_source",
@@ -233,8 +288,10 @@ def _build_interpretation_source_inventory(source_refs: List[str]) -> Dict[str,
    }
    missing_refs = [path for layer in layers.values() for path in layer["missing_refs"]]
    quarantined_refs = set(layers["quarantined_drafts"]["source_refs"])
+    blocked_non_runtime_refs = set(layers["blocked_non_runtime_sources"]["source_refs"])
    promoted_quarantined = sorted(quarantined_refs.intersection(source_refs))
-    status = "used" if not missing_refs and not promoted_quarantined else "partial"
+    promoted_blocked_non_runtime = sorted(blocked_non_runtime_refs.intersection(source_refs))
+    status = "used" if not missing_refs and not promoted_quarantined and not promoted_blocked_non_runtime else "partial"
    return {
        "status": status,
        "source": "repo_interpretation_source_inventory_v1",
@@ -243,11 +300,14 @@ def _build_interpretation_source_inventory(source_refs: List[str]) -> Dict[str,
            "primary_truth_count": len(layers["primary_truth"]["source_refs"]),
            "reference_layer_count": len(_existing_paths(reference_layer)),
            "quarantined_draft_count": len(layers["quarantined_drafts"]["source_refs"]),
+            "blocked_non_runtime_count": len(layers["blocked_non_runtime_sources"]["source_refs"]),
            "missing_ref_count": len(missing_refs),
            "promoted_quarantined_count": len(promoted_quarantined),
+            "promoted_blocked_non_runtime_count": len(promoted_blocked_non_runtime),
        },
        "missing_refs": missing_refs,
        "promoted_quarantined_refs": promoted_quarantined,
+        "promoted_blocked_non_runtime_refs": promoted_blocked_non_runtime,
        "boundary": "Inventory is explicit and conservative; local drafts are indexed but not treated as truth sources.",
    }

@@ -267,6 +327,9 @@ def _existing_interpretation_source_pack() -> Dict[str, Any]:
    mevg_path = "references/mandatory-verification-gate-protocol.md"
    real_case_checklist_path = "references/real-reading-quality-checklist.md"
    core_rule_paths = CORE_RULE_SOURCE_REFS
+    promote_batch2_paths = PROMOTE_BATCH2_TOPIC_SOURCE_REFS
+    reference_only_paths = REFERENCE_ONLY_CONFLICT_SOURCE_REFS
+    blocked_non_runtime_paths = BLOCKED_NON_RUNTIME_SOURCE_REFS
    frontend_interpretation_paths = [
        "jyotish-app/interpretation.js",
        "jyotish-app/analysis-deep.js",
@@ -308,6 +371,8 @@ def _existing_interpretation_source_pack() -> Dict[str, Any]:
        mevg_path,
        real_case_checklist_path,
        *core_rule_paths,
+        *promote_batch2_paths,
+        *reference_only_paths,
        *frontend_interpretation_paths,
        *planet_house_paths,
        qa_rules_path,
@@ -337,6 +402,8 @@ def _existing_interpretation_source_pack() -> Dict[str, Any]:
            "mevg_mandatory_external_verification",
            "real_case_quality_checklist",
            "priority1_batch1_core_rule_sources",
+            "priority1_batch1_promote_topic_sources",
+            "reference_only_conflict_sources",
            "qa_governance_rules",
            "reader_validation_rules",
            "frontend_interpretation_layer",
@@ -354,6 +421,25 @@ def _existing_interpretation_source_pack() -> Dict[str, Any]:
            "promotion_batch": "priority1_batch1_core5",
            "boundary": "Audit-promoted core references; use as visible rule sources with conflict arbitration.",
        },
+        "promote_batch2_topic_layer": {
+            "status": "available" if all(_repo_relative_exists(path) for path in promote_batch2_paths) else "partial",
+            "source_refs": promote_batch2_paths,
+            "promotion_status": "reference_layer_candidate",
+            "promotion_batch": "priority1_batch1_remaining_promote_11",
+            "boundary": "Topic-specific promoted references; wire by domain and do not flatten into primary truth.",
+        },
+        "reference_only_conflict_layer": {
+            "status": "available" if all(_repo_relative_exists(path) for path in reference_only_paths) else "partial",
+            "source_refs": reference_only_paths,
+            "promotion_status": "reference_only",
+            "boundary": "Reference-only sources can explain conflicts but cannot override primary rule sources.",
+        },
+        "blocked_non_runtime_layer": {
+            "status": "blocked",
+            "source_refs": blocked_non_runtime_paths,
+            "promotion_status": "not_truth_source",
+            "boundary": "Duplicate, obsolete, and quarantined files are deliberately excluded from runtime source_refs.",
+        },
        "frontend_interpretation_layer": {
            "status": "available" if all(_repo_relative_exists(path) for path in frontend_interpretation_paths) else "partial",
            "source_refs": frontend_interpretation_paths,
@@ -2553,6 +2639,16 @@ def _build_technique_audit_summary(route: str, strict: Dict[str, Any]) -> Dict[s
                if isinstance(interpretation_source_pack.get("core_rule_source_layer"), dict)
                else []
            ),
+            "promote_batch2_source_refs": (
+                interpretation_source_pack.get("promote_batch2_topic_layer", {}).get("source_refs")
+                if isinstance(interpretation_source_pack.get("promote_batch2_topic_layer"), dict)
+                else []
+            ),
+            "reference_only_source_refs": (
+                interpretation_source_pack.get("reference_only_conflict_layer", {}).get("source_refs")
+                if isinstance(interpretation_source_pack.get("reference_only_conflict_layer"), dict)
+                else []
+            ),
            "missing_refs": interpretation_source_pack.get("missing_refs") or [],
            "effect_on_confidence": (
                "uses existing BPHS/Raman/frontend/template source layers; missing refs lower confidence"
@@ -2646,6 +2742,47 @@ def _build_adjudication_stages(route: str, present: Dict[str, Any], event_judgem
    }


+def _build_prediction_boundary_contract(route: str, strict: Dict[str, Any]) -> Dict[str, Any]:
+    stages = strict.get("adjudication_stages") if isinstance(strict.get("adjudication_stages"), dict) else {}
+    audit = strict.get("technique_audit_summary") if isinstance(strict.get("technique_audit_summary"), dict) else {}
+    mevg = audit.get("mevg_global_web_evidence") if isinstance(audit.get("mevg_global_web_evidence"), dict) else {}
+    real_case = audit.get("real_case_calibration") if isinstance(audit.get("real_case_calibration"), dict) else {}
+    interpretation_source_pack = (
+        audit.get("interpretation_source_pack")
+        if isinstance(audit.get("interpretation_source_pack"), dict)
+        else {}
+    )
+    return {
+        "route": route,
+        "status": "used",
+        "source_refs": interpretation_source_pack.get("core_rule_source_refs") or CORE_RULE_SOURCE_REFS,
+        "event_judgment_skeleton": {
+            "status": "used",
+            "required_sections": ["promise", "activation", "manifestation", "label"],
+            "source_ref": "references/event_judgment_skeleton.md",
+        },
+        "promise": stages.get("promise") or {},
+        "activation": stages.get("activation") or {},
+        "manifestation": stages.get("manifestation") or {},
+        "label": stages.get("label") or {},
+        "confidence_boundary": {
+            "status": "used",
+            "source_ref": "references/prediction-boundary-protocol.md",
+            "confidence_cap": strict.get("confidence_cap"),
+            "blocked": bool(strict.get("blocked")),
+            "mevg_status": mevg.get("status") or "blocked",
+            "real_case_calibration_status": real_case.get("status") or "blocked",
+            "unverified_claim_policy": "downgrade_or_block",
+            "precision_policy": "timing_window_not_guaranteed_event_form",
+        },
+        "modifier_rule_sources": {
+            "dignity": "references/planetary-dignity-complete-reference.md",
+            "planetary_conditions": "references/retrograde-combustion-war-guide.md",
+            "transit": "references/transit-multi-reference-guide.md",
+        },
+    }
+
+
 def _build_multi_reference_reading_summary(route: str, present: Dict[str, Any], strict: Dict[str, Any]) -> Dict[str, Any]:
    return {
        "root_frame": _summary_root_frame(route, present),
@@ -2671,6 +2808,7 @@ def _attach_top_reader_contract(route: str, strict: Dict[str, Any]) -> Dict[str,
        event_judgement = {}
    strict["technique_audit_summary"] = _build_technique_audit_summary(route, strict)
    strict["adjudication_stages"] = _build_adjudication_stages(route, present, event_judgement)
+    strict["prediction_boundary_contract"] = _build_prediction_boundary_contract(route, strict)
    strict["multi_reference_reading_summary"] = _build_multi_reference_reading_summary(route, present, strict)
    strict["official_day_signal_summary"] = _build_official_day_signal_summary(present.get("external_activation"))
    strict["monthly_adjudication_summary"] = _build_monthly_adjudication_summary(route, strict)
@@ -768,3 +768,12 @@
 - `technique_audit_summary.interpretation_source_pack` 现在直接暴露 `core_rule_source_refs`，career / relationship / finance strict workflow 都能看到同一组核心源头。
 - 新增 `tests/test_interpretation_source_core5_strict_visibility.py`；同时加固 `tests/test_interpretation_source_inventory_gate.py` 对核心层的断言。
 - 边界仍保留：核心 5 已进入调用链可见性层，但具体解释仍需冲突仲裁、MEVG、真实案例校准和领域分盘/大运证据。
+
+## 2026-07-02T15:42:00+08:00 - 核心 5 内容级调用与第二批资料层闭环
+
+- 核心 5 不再只是可见：career / relationship / finance strict workflow 现在生成 `prediction_boundary_contract`，强制绑定 `promise -> activation -> manifestation -> label`、MEVG blocked、Real Case Calibration blocked 与核心 5 source refs。
+- 第二批 promote 11 个专题源头已接成 `promote_batch2_topic_layer`：Vimshottari、Pratyantar、分盘深读、Shadbala、Ashtakavarga、Tajika、Jaimini、KP、Argala、Badhaka、Condition Dasha。
+- `reference-only` 3 个源头已接成 `reference_only_conflict_layer`，只允许作为冲突/参考材料：`dasa-convergence-methodology`、`multi-dasha-convergence-protocol`、`yoga-strength-scoring-system`。
+- duplicate / obsolete / quarantine 8 个文件已列入 `blocked_non_runtime_layer`，并由 inventory gate 检查不进入 runtime source refs；重点包括 `kp-practical-event-timing.md` 与 `consultation-case-library.md`。
+- Prompt Pack / API fallback / AI Chat 已同步 `prediction_boundary_contract`、核心 5、第二批 11、reference-only 3；AI Chat 上下文新增 `【Prediction Boundary Contract】` 段落。
+- 真实 full-reading 回归确认：REDACTED_DATE REDACTED_TIME REDACTED_PLACE矿区样例中 relationship / career / finance 三条 strict contract 均带 prediction boundary，且 MEVG 与真实案例校准仍为 blocked。
@@ -3901,6 +3901,8 @@ class JyotishAPIHandler(BaseHTTPRequestHandler):
            '不要仅凭单一配置下结论；核心判断至少交叉 D1、D9、Dasha、Shadbala/Ashtakavarga 或 Transit 中的两个证据层。',
            '必须显式标注置信度和边界：Dasha/PDF 起点差异、Shadbala 外部绝对值 oracle 尚未完成时，不得声称已经完全校准。',
            'VedAstro 官方全量快照是第一原始证据层；若该层 blocked，必须把本地结果标记为 fallback。',
+            '必须按 promise → activation → manifestation → label 输出；每个判断都要说明属于承诺、激活、落地形式还是标签层。',
+            '未完成 MEVG / Real Case Calibration 时必须降级或标 blocked，不得把内部一致性写成已验证结论。',
        ]
        oracle_progress = {
            'scope': 'external_oracle_evidence_validation',
@@ -3938,6 +3940,53 @@ class JyotishAPIHandler(BaseHTTPRequestHandler):
                    'shadbala_ranking': top_strength,
                },
                'functional_benefic_malefic': functional_layer,
+                'interpretation_source_pack': {
+                    'status': 'fallback_prompt_pack_only',
+                    'source': 'api_chart_prompt_pack_fallback',
+                    'core_rule_source_refs': [
+                        'references/prediction-boundary-protocol.md',
+                        'references/event_judgment_skeleton.md',
+                        'references/planetary-dignity-complete-reference.md',
+                        'references/retrograde-combustion-war-guide.md',
+                        'references/transit-multi-reference-guide.md',
+                    ],
+                    'promote_batch2_source_refs': [
+                        'references/vimshottari_dasha_guide.md',
+                        'references/pratyantar-calculation-guide.md',
+                        'references/divisional-chart-deep-reading.md',
+                        'references/shadbala-complete-methodology.md',
+                        'references/ashtakavarga-complete-system.md',
+                        'references/tajika-yoga-complete-guide.md',
+                        'references/jaimini-complete-system.md',
+                        'references/kp-astrology-complete-system.md',
+                        'references/argala-complete-guide.md',
+                        'references/badhaka-obstacle-planet-guide.md',
+                        'references/condition-dasha-complete.md',
+                    ],
+                    'reference_only_source_refs': [
+                        'references/dasa-convergence-methodology.md',
+                        'references/multi-dasha-convergence-protocol.md',
+                        'references/yoga-strength-scoring-system.md',
+                    ],
+                },
+                'prediction_boundary_contract': {
+                    'status': 'fallback_prompt_pack_only',
+                    'source_refs': [
+                        'references/prediction-boundary-protocol.md',
+                        'references/event_judgment_skeleton.md',
+                        'references/planetary-dignity-complete-reference.md',
+                        'references/retrograde-combustion-war-guide.md',
+                        'references/transit-multi-reference-guide.md',
+                    ],
+                    'event_judgment_skeleton': {
+                        'required_sections': ['promise', 'activation', 'manifestation', 'label'],
+                    },
+                    'confidence_boundary': {
+                        'mevg_status': 'blocked',
+                        'real_case_calibration_status': 'blocked',
+                        'unverified_claim_policy': 'downgrade_or_block',
+                    },
+                },
                'vedastro_official_full_snapshot': vedastro_official_full_snapshot,
                'vedastro_overview': vedastro_overview,
                'guided_topics': guided_topics,
@@ -3952,7 +4001,24 @@ class JyotishAPIHandler(BaseHTTPRequestHandler):
                    'references/ai-reading-workflow-prompt.md',
                    'references/comprehensive-reading-workflow.md',
                    'references/prediction-boundary-protocol.md',
+                    'references/event_judgment_skeleton.md',
+                    'references/planetary-dignity-complete-reference.md',
+                    'references/retrograde-combustion-war-guide.md',
+                    'references/transit-multi-reference-guide.md',
+                    'references/vimshottari_dasha_guide.md',
+                    'references/pratyantar-calculation-guide.md',
+                    'references/divisional-chart-deep-reading.md',
+                    'references/shadbala-complete-methodology.md',
+                    'references/ashtakavarga-complete-system.md',
+                    'references/tajika-yoga-complete-guide.md',
+                    'references/jaimini-complete-system.md',
+                    'references/kp-astrology-complete-system.md',
+                    'references/argala-complete-guide.md',
+                    'references/badhaka-obstacle-planet-guide.md',
+                    'references/condition-dasha-complete.md',
                    'references/dasa-convergence-methodology.md',
+                    'references/multi-dasha-convergence-protocol.md',
+                    'references/yoga-strength-scoring-system.md',
                    'references/shadbala-interpretation-methodology.md',
                    'references/navamsa-d9-interpretation-template.md',
                ],
@@ -1432,6 +1432,7 @@ def _compact_strict_workflow_contract(strict):
        'conflicts': strict.get('conflicts') or [],
        'technique_audit_summary': strict.get('technique_audit_summary') or {},
        'adjudication_stages': strict.get('adjudication_stages') or {},
+        'prediction_boundary_contract': strict.get('prediction_boundary_contract') or {},
        'multi_reference_reading_summary': strict.get('multi_reference_reading_summary') or {},
        'monthly_adjudication_summary': strict.get('monthly_adjudication_summary') or {},
        'official_day_signal_summary': strict.get('official_day_signal_summary') or {},
@@ -1558,6 +1559,21 @@ def _build_ai_prompt_pack(report):
    vedastro_official_full_snapshot = _build_vedastro_official_full_snapshot_payload(modules)
    strict_workflow_contracts = _extract_strict_workflow_contracts(modules)
    strict_workflow_primary_route, primary_strict_contract = _preferred_strict_workflow_contract(strict_workflow_contracts)
+    primary_prediction_boundary_contract = (
+        primary_strict_contract.get('prediction_boundary_contract')
+        if isinstance(primary_strict_contract, dict)
+        else {}
+    )
+    primary_audit = (
+        primary_strict_contract.get('technique_audit_summary')
+        if isinstance(primary_strict_contract, dict)
+        else {}
+    )
+    interpretation_source_audit = (
+        primary_audit.get('interpretation_source_pack')
+        if isinstance(primary_audit, dict) and isinstance(primary_audit.get('interpretation_source_pack'), dict)
+        else {}
+    )
    guided_topics = modules.get('guided_topics') if isinstance(modules.get('guided_topics'), list) else build_guided_topics(report)
    capability_evidence_pool = build_capability_evidence_pool_summary()

@@ -1630,6 +1646,15 @@ def _build_ai_prompt_pack(report):
        },
        'oracle_progress': oracle_progress,
        'functional_benefic_malefic': functional_layer,
+        'interpretation_source_pack': {
+            'status': interpretation_source_audit.get('status') or 'blocked',
+            'source': interpretation_source_audit.get('source') or 'repo_existing_interpretation_sources',
+            'core_rule_source_refs': interpretation_source_audit.get('core_rule_source_refs') or [],
+            'promote_batch2_source_refs': interpretation_source_audit.get('promote_batch2_source_refs') or [],
+            'reference_only_source_refs': interpretation_source_audit.get('reference_only_source_refs') or [],
+            'missing_refs': interpretation_source_audit.get('missing_refs') or [],
+        },
+        'prediction_boundary_contract': primary_prediction_boundary_contract or {},
        'strict_workflow_primary_route': strict_workflow_primary_route,
        'strict_workflow_routes_available': list(strict_workflow_contracts.keys()),
        'strict_workflow_contracts': strict_workflow_contracts,
@@ -1660,6 +1685,8 @@ def _build_ai_prompt_pack(report):
        "若 evidence_snapshot.vedastro_overview.status 为 ok，请把它作为用户可见外部概览证据明确写出，但不要把 overview-only 结果误当作长周期精扫结论。",
        "VedAstro 官方全量快照是第一原始证据层；若 evidence_snapshot.vedastro_official_full_snapshot.status 不是 ok/partial，必须说明官方全量资料 blocked，并把本地结果标记为 fallback。",
        "若 evidence_snapshot.capability_evidence_pool 存在，请把 89 项视为后台备选证据池；不要把所有能力条目平铺成结论，也不要让 audit_only/alias 条目影响占星判断。",
+        "必须按 promise → activation → manifestation → label 输出；每个判断都要说明属于承诺、激活、落地形式还是标签层。",
+        "未完成 MEVG / Real Case Calibration 时必须降级或标 blocked，不得把内部一致性写成已验证结论。",
    ]

    return {
@@ -1672,7 +1699,24 @@ def _build_ai_prompt_pack(report):
                'references/ai-reading-workflow-prompt.md',
                'references/comprehensive-reading-workflow.md',
                'references/prediction-boundary-protocol.md',
+                'references/event_judgment_skeleton.md',
+                'references/planetary-dignity-complete-reference.md',
+                'references/retrograde-combustion-war-guide.md',
+                'references/transit-multi-reference-guide.md',
+                'references/vimshottari_dasha_guide.md',
+                'references/pratyantar-calculation-guide.md',
+                'references/divisional-chart-deep-reading.md',
+                'references/shadbala-complete-methodology.md',
+                'references/ashtakavarga-complete-system.md',
+                'references/tajika-yoga-complete-guide.md',
+                'references/jaimini-complete-system.md',
+                'references/kp-astrology-complete-system.md',
+                'references/argala-complete-guide.md',
+                'references/badhaka-obstacle-planet-guide.md',
+                'references/condition-dasha-complete.md',
                'references/dasa-convergence-methodology.md',
+                'references/multi-dasha-convergence-protocol.md',
+                'references/yoga-strength-scoring-system.md',
                'references/shadbala-interpretation-methodology.md',
                'references/navamsa-d9-interpretation-template.md',
                'references/interpretation_template_registry.json',
@@ -286,6 +286,24 @@ def test_full_reading_reports_ayanamsa_metadata_and_ai_prompt_pack() -> None:
    assert any(row["technique"] == "MEVG / Global Web Evidence" for row in audit_table)
    assert any(row["technique"] == "Real Case Calibration" for row in audit_table)
    assert any(row["technique"] == "Interpretation Source Pack" for row in audit_table)
+    interpretation_source_pack = prompt_pack["evidence_snapshot"]["interpretation_source_pack"]
+    assert interpretation_source_pack["core_rule_source_refs"] == [
+        "references/prediction-boundary-protocol.md",
+        "references/event_judgment_skeleton.md",
+        "references/planetary-dignity-complete-reference.md",
+        "references/retrograde-combustion-war-guide.md",
+        "references/transit-multi-reference-guide.md",
+    ]
+    assert "references/vimshottari_dasha_guide.md" in interpretation_source_pack["promote_batch2_source_refs"]
+    assert "references/yoga-strength-scoring-system.md" in interpretation_source_pack["reference_only_source_refs"]
+    prediction_boundary = prompt_pack["evidence_snapshot"]["prediction_boundary_contract"]
+    assert prediction_boundary["confidence_boundary"]["unverified_claim_policy"] == "downgrade_or_block"
+    assert prediction_boundary["event_judgment_skeleton"]["required_sections"] == [
+        "promise",
+        "activation",
+        "manifestation",
+        "label",
+    ]
    functional_rows = [row for row in audit_table if row["technique"] == "Functional Benefic/Malefic"]
    assert functional_rows
    assert functional_rows[0]["status"] == "used"
@@ -359,6 +377,7 @@ def test_full_reading_reports_ayanamsa_metadata_and_ai_prompt_pack() -> None:
    assert "finance" in vedastro_official_snapshot["strict_workflow_contracts"]
    career_contract = vedastro_official_snapshot["strict_workflow_contracts"]["career"]
    assert "adjudication_stages" in career_contract
+    assert "prediction_boundary_contract" in career_contract
    assert "multi_reference_reading_summary" in career_contract
    assert "modifier_frame" in career_contract["multi_reference_reading_summary"]
    assert vedastro_official_snapshot["strict_workflow_primary_route"] in {"relationship", "career", "finance", None}
@@ -332,6 +332,9 @@ def test_frontend_consumes_top_reader_contract_in_prompt_pack_and_ai_chat() -> N
    assert "Top-reader adjudication" in main
    assert "multi_reference_reading_summary" in ai_chat
    assert "adjudication_stages" in ai_chat
+    assert "prediction_boundary_contract" in ai_chat
+    assert "【Prediction Boundary Contract】" in ai_chat
+    assert "unverified_claim_policy" in ai_chat
    assert "technique_audit_summary" in ai_chat
    assert "【Top Reader Contract】" in ai_chat
    assert ".ai-prompt-pack-contract-card" in style
@@ -51,6 +51,14 @@ def test_interpretation_source_inventory_gate_reports_layered_source_pack() -> N
        "references/retrograde-combustion-war-guide.md",
        "references/transit-multi-reference-guide.md",
    ]
+    assert layers["promote_batch2_topic_sources"]["promotion_batch"] == "priority1_batch1_remaining_promote_11"
+    assert "references/vimshottari_dasha_guide.md" in layers["promote_batch2_topic_sources"]["source_refs"]
+    assert "references/condition-dasha-complete.md" in layers["promote_batch2_topic_sources"]["source_refs"]
+    assert layers["reference_only_conflict_sources"]["promotion_status"] == "reference_only"
+    assert "references/multi-dasha-convergence-protocol.md" in layers["reference_only_conflict_sources"]["source_refs"]
+    assert layers["blocked_non_runtime_sources"]["promotion_status"] == "not_truth_source"
+    assert "references/kp-practical-event-timing.md" in layers["blocked_non_runtime_sources"]["source_refs"]
+    assert report["summary"]["blocked_non_runtime_count"] >= 8

    draft_refs = layers["quarantined_drafts"]["source_refs"]
    source_refs = set(report["runtime_source_refs"])
@@ -0,0 +1,201 @@
+#!/usr/bin/env python3
+"""Regression tests for source-pack content contracts beyond visibility."""
+
+from __future__ import annotations
+
+import json
+import subprocess
+import sys
+from pathlib import Path
+
+from mcp_server import _collect_strict_evidence, _existing_interpretation_source_pack
+
+
+ROOT = Path(__file__).resolve().parents[1]
+
+CORE5 = [
+    "references/prediction-boundary-protocol.md",
+    "references/event_judgment_skeleton.md",
+    "references/planetary-dignity-complete-reference.md",
+    "references/retrograde-combustion-war-guide.md",
+    "references/transit-multi-reference-guide.md",
+]
+
+PROMOTE_BATCH2 = [
+    "references/vimshottari_dasha_guide.md",
+    "references/pratyantar-calculation-guide.md",
+    "references/divisional-chart-deep-reading.md",
+    "references/shadbala-complete-methodology.md",
+    "references/ashtakavarga-complete-system.md",
+    "references/tajika-yoga-complete-guide.md",
+    "references/jaimini-complete-system.md",
+    "references/kp-astrology-complete-system.md",
+    "references/argala-complete-guide.md",
+    "references/badhaka-obstacle-planet-guide.md",
+    "references/condition-dasha-complete.md",
+]
+
+REFERENCE_ONLY = [
+    "references/dasa-convergence-methodology.md",
+    "references/multi-dasha-convergence-protocol.md",
+    "references/yoga-strength-scoring-system.md",
+]
+
+NON_RUNTIME = [
+    "references/varga-system-quick-reference.md",
+    "references/yoga-list-chinese.md",
+    "references/analysis-full-reading-v4.0.md",
+    "references/analysis-full-reading-v1.8-review.md",
+    "references/audit-skill-full-test-2026-05-04.md",
+    "references/feature-gap-matrix-2026.md",
+    "references/kp-practical-event-timing.md",
+    "references/consultation-case-library.md",
+]
+
+
+def _base_modules() -> dict:
+    return {
+        "modules": {
+            "chart": {
+                "ascendant": {"sign": "Leo"},
+                "planets": {
+                    "Sun": {"status": "中性(Neutral)"},
+                    "Moon": {"status": "中性(Neutral)"},
+                    "Mercury": {"status": "中性(Neutral)"},
+                    "Venus": {"status": "中性(Neutral)"},
+                    "Jupiter": {"status": "中性(Neutral)"},
+                    "Saturn": {"status": "中性(Neutral)"},
+                },
+            },
+            "varga_full": {
+                "D10_Dasamsa": {"summary": "career varga present"},
+                "D9_Navamsha": {"summary": "relationship varga present"},
+                "D2_Hora": {"summary": "wealth varga present"},
+                "D11_Rudramsha": {"summary": "gains varga present"},
+            },
+            "special_lagnas": {
+                "A10_Karma_Pada": {"sign": "Capricorn", "lord": "Saturn"},
+                "Upapada_Lagna": {"sign": "Libra", "lord": "Venus"},
+            },
+            "jaimini": {
+                "karakas": {
+                    "Amatyakaraka": {"planet": "Mercury"},
+                    "Atmakaraka": {"planet": "Sun"},
+                    "Darakaraka": {"planet": "Venus"},
+                },
+                "karakamsha": {"karakamsha_sign": "Leo", "karakamsha_lord": "Sun"},
+            },
+            "dasha": {"current_dasha": {"mahadasha": "Mercury", "antardasha": "Sun"}},
+            "narayana_dasha": {"current_dasha": {"sign": "Capricorn", "lord": "Saturn"}},
+            "dasa_convergence": {
+                "domain_activations": {
+                    "career_status": {"convergence_level": "L2", "probability": "35-50%"},
+                    "marriage_relationship": {"convergence_level": "L2", "probability": "35-50%"},
+                    "wealth_income": {"convergence_level": "L2", "probability": "35-50%"},
+                }
+            },
+        }
+    }
+
+
+def _run_engine(*args: str) -> dict:
+    completed = subprocess.run(
+        [sys.executable, "scripts/jyotish_engine.py", *args],
+        cwd=ROOT,
+        check=False,
+        text=True,
+        capture_output=True,
+        timeout=180,
+    )
+    assert completed.returncode == 0, completed.stderr[-2000:] or completed.stdout[-2000:]
+    return json.loads(completed.stdout)
+
+
+def test_core5_sources_drive_prediction_boundary_contract_for_all_strict_routes() -> None:
+    for route in ["career", "relationship", "finance"]:
+        strict = _collect_strict_evidence(route, _base_modules())
+        contract = strict["prediction_boundary_contract"]
+
+        assert contract["source_refs"] == CORE5
+        assert contract["event_judgment_skeleton"]["required_sections"] == [
+            "promise",
+            "activation",
+            "manifestation",
+            "label",
+        ]
+        assert contract["promise"]["status"] == strict["adjudication_stages"]["promise"]["status"]
+        assert contract["activation"]["status"] == strict["adjudication_stages"]["activation"]["status"]
+        assert contract["manifestation"]["status"] == strict["adjudication_stages"]["manifestation"]["status"]
+        assert contract["confidence_boundary"]["mevg_status"] == "blocked"
+        assert contract["confidence_boundary"]["real_case_calibration_status"] == "blocked"
+        assert contract["confidence_boundary"]["unverified_claim_policy"] == "downgrade_or_block"
+
+
+def test_batch2_and_reference_only_layers_are_wired_without_polluting_truth_sources() -> None:
+    source_pack = _existing_interpretation_source_pack()
+
+    assert source_pack["promote_batch2_topic_layer"]["status"] == "available"
+    assert source_pack["promote_batch2_topic_layer"]["source_refs"] == PROMOTE_BATCH2
+    assert source_pack["reference_only_conflict_layer"]["status"] == "available"
+    assert source_pack["reference_only_conflict_layer"]["source_refs"] == REFERENCE_ONLY
+    assert source_pack["reference_only_conflict_layer"]["promotion_status"] == "reference_only"
+
+    runtime_refs = set(source_pack["source_refs"])
+    for path in PROMOTE_BATCH2 + REFERENCE_ONLY:
+        assert path in runtime_refs
+    for path in NON_RUNTIME:
+        assert path not in runtime_refs
+
+    inventory = source_pack["interpretation_source_inventory"]
+    assert inventory["layers"]["promote_batch2_topic_sources"]["source_refs"] == PROMOTE_BATCH2
+    assert inventory["layers"]["reference_only_conflict_sources"]["source_refs"] == REFERENCE_ONLY
+    assert inventory["summary"]["blocked_non_runtime_count"] >= len(NON_RUNTIME)
+
+
+def test_prompt_pack_and_real_reading_regression_expose_content_contracts() -> None:
+    result = _run_engine(
+        "full-reading",
+        "--year",
+        "REDACTED_YEAR",
+        "--month",
+        "4",
+        "--day",
+        "17",
+        "--hour",
+        "14",
+        "--minute",
+        "49",
+        "--lat",
+        "36.466667",
+        "--lon",
+        "114.2",
+        "--tz",
+        "8",
+        "--today",
+        "2026-07-02",
+        "--transit-date",
+        "2026-07-02",
+    )
+    prompt_pack = result["ai_prompt_pack"]
+    snapshot = prompt_pack["evidence_snapshot"]
+
+    assert snapshot["prediction_boundary_contract"]["source_refs"] == CORE5
+    assert snapshot["interpretation_source_pack"]["core_rule_source_refs"] == CORE5
+    assert snapshot["interpretation_source_pack"]["promote_batch2_source_refs"] == PROMOTE_BATCH2
+    assert snapshot["interpretation_source_pack"]["reference_only_source_refs"] == REFERENCE_ONLY
+    assert "必须按 promise → activation → manifestation → label 输出" in prompt_pack["prompt_zh"]
+    assert "未完成 MEVG / Real Case Calibration 时必须降级或标 blocked" in prompt_pack["prompt_zh"]
+
+    docs = prompt_pack["retrieval_plan"]["local_reference_docs"]
+    for path in CORE5 + PROMOTE_BATCH2 + REFERENCE_ONLY:
+        assert path in docs
+    for path in NON_RUNTIME:
+        assert path not in docs
+
+    for route in ["career", "relationship", "finance"]:
+        contract = snapshot["strict_workflow_contracts"][route]
+        assert contract["prediction_boundary_contract"]["source_refs"] == CORE5
+        audit = contract["technique_audit_summary"]
+        assert audit["mevg_global_web_evidence"]["status"] == "blocked"
+        assert audit["real_case_calibration"]["status"] == "blocked"
+        assert audit["interpretation_source_pack"]["core_rule_source_refs"] == CORE5