{
  "scope": "vedastro_parity_matrix",
  "schema_version": 1,
  "generated_at": "2026-07-16T11:53:05.440396+00:00",
  "summary": {
    "row_count": 13,
    "p0_count": 11,
    "status_counts": {
      "partial": 8,
      "covered": 4,
      "missing": 1
    },
    "recommended_path_counts": {
      "hybrid_local_plus_vedastro": 7,
      "local_native": 4,
      "new_local_impl": 1,
      "external_evidence_only": 1
    },
    "fastest_path_lane_counts": {
      "official_python_bridge": 3,
      "hybrid_router": 1,
      "local_native_preferred": 5,
      "official_mcp": 1,
      "rest_adapter": 2,
      "external_evidence_only": 1
    },
    "local_registry_technique_count": 91
  },
  "boundary": {
    "not_a_clone_claim": true,
    "external_outputs_are_adapter_evidence_until_promoted": true,
    "local_adjudicator_remains_final_reasoning_layer": true
  },
  "rows": [
    {
      "vedastro_capability": "Tajika Annual",
      "category": "annual_prediction",
      "local_status": "partial",
      "local_assets": [
        "tajika.py",
        "varshaphala.py",
        "sahams",
        "solar_return"
      ],
      "can_call_vedastro": true,
      "recommended_path": "hybrid_local_plus_vedastro",
      "fastest_path_lane": "official_python_bridge",
      "priority": "P0",
      "license_boundary": "local_native_or_external_oracle",
      "adjudicator_use": "secondary",
      "gap_notes": "Annual modules exist; yearly career/wealth/month windows need stronger strict-workflow integration.",
      "route_notes": "Use Python bridge for breadth, but keep year-chart reasoning and labels local."
    },
    {
      "vedastro_capability": "Ayanamsa Selection",
      "category": "ephemeris_policy",
      "local_status": "partial",
      "local_assets": [
        "ayanamsa_utils",
        "ephemeris_adapter_contract"
      ],
      "can_call_vedastro": true,
      "recommended_path": "hybrid_local_plus_vedastro",
      "fastest_path_lane": "hybrid_router",
      "priority": "P0",
      "license_boundary": "external_service_or_clean_room_only",
      "adjudicator_use": "oracle_only",
      "gap_notes": "Local Lahiri path is usable, but broad ayanamsa parity and public comparison artifacts remain incomplete.",
      "route_notes": "Prefer local ayanamsa controls for production and use VedAstro only as parity/oracle evidence."
    },
    {
      "vedastro_capability": "Prashna / Horary",
      "category": "horary",
      "local_status": "covered",
      "local_assets": [
        "prashna.py",
        "kp_system.py",
        "upagraha_gulika_maandi",
        "sphuta_trisphuta_family"
      ],
      "can_call_vedastro": true,
      "recommended_path": "local_native",
      "fastest_path_lane": "local_native_preferred",
      "priority": "P0",
      "license_boundary": "local_native_or_clean_room",
      "adjudicator_use": "secondary",
      "gap_notes": "Horary modules exist but are not yet a first-class question adjudicator route.",
      "route_notes": "No need to outsource core horary math while local modules already exist."
    },
    {
      "vedastro_capability": "Jaimini / Chara Dasha",
      "category": "jaimini",
      "local_status": "covered",
      "local_assets": [
        "jaimini.py",
        "AK",
        "DK",
        "UL",
        "Chara Dasha",
        "Jaimini marriage bridge v1"
      ],
      "can_call_vedastro": true,
      "recommended_path": "local_native",
      "fastest_path_lane": "local_native_preferred",
      "priority": "P0",
      "license_boundary": "local_native_mit_attribution_for_reused_parts",
      "adjudicator_use": "secondary",
      "gap_notes": "Core Jaimini exists; mission/career/marriage quality adjudicator folding is not yet exhaustive.",
      "route_notes": "Keep Jaimini native; external engines help only as spot-check evidence."
    },
    {
      "vedastro_capability": "Report Rendering",
      "category": "presentation",
      "local_status": "partial",
      "local_assets": [
        "report_artifact API",
        "report_builder.py",
        "chart_renderer.py",
        "jyotish-app export"
      ],
      "can_call_vedastro": false,
      "recommended_path": "new_local_impl",
      "fastest_path_lane": "local_native_preferred",
      "priority": "P0",
      "license_boundary": "local_native",
      "adjudicator_use": "not_used",
      "gap_notes": "HTML/PDF artifact path exists; polished SVG/PDF chart rendering and cloud-scale report production are not finished.",
      "route_notes": "Rendering is a local product concern, not a VedAstro dependency."
    },
    {
      "vedastro_capability": "Synastry / Ashtakoot",
      "category": "relationship_matching",
      "local_status": "covered",
      "local_assets": [
        "synastry.py",
        "ashtakoot.py",
        "36-point Ashtakoot",
        "16-factor compatibility"
      ],
      "can_call_vedastro": true,
      "recommended_path": "local_native",
      "fastest_path_lane": "local_native_preferred",
      "priority": "P0",
      "license_boundary": "local_native_mit_attribution_for_reused_parts",
      "adjudicator_use": "secondary",
      "gap_notes": "Matching modules exist and API-backed; relationship adjudicator still needs a formal bridge.",
      "route_notes": "Local matching is already stronger than a thin external call unless you need an oracle comparison."
    },
    {
      "vedastro_capability": "MCP / API Surface",
      "category": "service_surface",
      "local_status": "partial",
      "local_assets": [
        "mcp_server.py",
        "jyotish_api_server.py",
        "strict workflows",
        "vedastro_service_adapter.py",
        "vedastro_official_mcp_bridge.py"
      ],
      "can_call_vedastro": true,
      "recommended_path": "hybrid_local_plus_vedastro",
      "fastest_path_lane": "official_mcp",
      "priority": "P0",
      "license_boundary": "external_service_or_local_native",
      "adjudicator_use": "primary",
      "gap_notes": "Local API/MCP surfaces exist and the official public MCP bridge is live; REST adapter official endpoint smoke still depends on configured endpoint-backed execution.",
      "route_notes": "If official MCP is available, that is the fastest direct agent path; otherwise fall back to local REST adapter."
    },
    {
      "vedastro_capability": "Ashtakavarga",
      "category": "strength",
      "local_status": "partial",
      "local_assets": [
        "ashtakavarga",
        "ashtakavarga_pav",
        "ashtakavarga_sodhita",
        "finance_ashtakavarga_bridge"
      ],
      "can_call_vedastro": true,
      "recommended_path": "hybrid_local_plus_vedastro",
      "fastest_path_lane": "official_python_bridge",
      "priority": "P0",
      "license_boundary": "local_native_or_external_oracle",
      "adjudicator_use": "secondary",
      "gap_notes": "SAV/BAV is in production; PAV/Sodhita/Kakshya bridges need continued regression before being dominant labels.",
      "route_notes": "Use the Python bridge for broad calculator access while local strict workflows stay authoritative."
    },
    {
      "vedastro_capability": "Shadbala",
      "category": "strength",
      "local_status": "partial",
      "local_assets": [
        "shadbala",
        "shadbala_advanced",
        "shadbala_component_cap",
        "oracle_shadbala_queue"
      ],
      "can_call_vedastro": true,
      "recommended_path": "hybrid_local_plus_vedastro",
      "fastest_path_lane": "official_python_bridge",
      "priority": "P0",
      "license_boundary": "local_native_or_external_oracle",
      "adjudicator_use": "secondary",
      "gap_notes": "Local component-aware cap exists; absolute external oracle closure is still incomplete.",
      "route_notes": "Broad strength calculators are easiest through the Python bridge, then folded back as oracle evidence."
    },
    {
      "vedastro_capability": "EventsAtRange / Life Event Graph",
      "category": "timing_range_scan",
      "local_status": "partial",
      "local_assets": [
        "transit_trigger",
        "dasha",
        "narayana_dasha",
        "vedastro_service_adapter.range_scan"
      ],
      "can_call_vedastro": true,
      "recommended_path": "hybrid_local_plus_vedastro",
      "fastest_path_lane": "rest_adapter",
      "priority": "P0",
      "license_boundary": "external_service_or_clean_room_only",
      "adjudicator_use": "oracle_only",
      "gap_notes": "Local timing modules exist, but a high-frequency day/hour event graph is not yet a local productized radar.",
      "route_notes": "Use official REST adapter first for range scans; keep local adjudicator as the reasoning layer."
    },
    {
      "vedastro_capability": "D1-D60 Divisional Charts",
      "category": "varga",
      "local_status": "covered",
      "local_assets": [
        "varga",
        "varga_full",
        "shodasavarga",
        "divisional_charts_extended"
      ],
      "can_call_vedastro": true,
      "recommended_path": "local_native",
      "fastest_path_lane": "local_native_preferred",
      "priority": "P0",
      "license_boundary": "local_native_or_clean_room",
      "adjudicator_use": "primary",
      "gap_notes": "Local varga coverage is strong; keep VedAstro/PyJHora as benchmark evidence rather than replacing local math.",
      "route_notes": "Do not pay external-call cost here; local engine is already the primary route."
    },
    {
      "vedastro_capability": "Birth Time ML / Rectification Assistant",
      "category": "birth_time_rectification",
      "local_status": "partial",
      "local_assets": [
        "birth_time_rectifier.py",
        "rectification_gate",
        "jyotish-app rectification"
      ],
      "can_call_vedastro": true,
      "recommended_path": "hybrid_local_plus_vedastro",
      "fastest_path_lane": "rest_adapter",
      "priority": "P1",
      "license_boundary": "external_service_or_local_native",
      "adjudicator_use": "secondary",
      "gap_notes": "Local rectification exists; ML parity with VedAstro-style service behavior is not established.",
      "route_notes": "Use VedAstro externally only as supporting evidence; local rectification gate stays in control."
    },
    {
      "vedastro_capability": "Numerology / Non-Jyotish Tools",
      "category": "adjacent_tools",
      "local_status": "missing",
      "local_assets": [],
      "can_call_vedastro": true,
      "recommended_path": "external_evidence_only",
      "fastest_path_lane": "external_evidence_only",
      "priority": "P2",
      "license_boundary": "external_service_only",
      "adjudicator_use": "not_used",
      "gap_notes": "Adjacent product feature; not required for Jyotish adjudicator depth.",
      "route_notes": "Do not implement locally unless it becomes product-critical."
    }
  ]
}