{
  "scope": "vedastro_fast_path_checklist",
  "generated_at": "2026-06-28T23:49:39.978828+00:00",
  "summary": {
    "row_count": 13,
    "local_registry_technique_count": 89,
    "catalog_tag_count": 46,
    "catalog_method_count": 2258
  },
  "boundary": {
    "do_not_clone_vedastro": true,
    "keep_local_adjudicator_authoritative": true,
    "external_outputs_default_to_secondary_context": true
  },
  "official_catalog": {
    "available": true,
    "path": "<repo>/scratch/local/vedastro_adapter/method_catalog_snapshot.json",
    "tag_count": 46,
    "method_count": 2258
  },
  "lanes": {
    "official_mcp": [
      {
        "capability": "MCP / API Surface",
        "priority": "P0",
        "recommended_path": "hybrid_local_plus_vedastro",
        "local_status": "partial",
        "adjudicator_use": "primary",
        "route_notes": "If official MCP is available, that is the fastest direct agent path; otherwise fall back to local REST adapter.",
        "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.",
        "local_assets": [
          "mcp_server.py",
          "jyotish_api_server.py",
          "strict workflows",
          "vedastro_service_adapter.py",
          "vedastro_official_mcp_bridge.py"
        ]
      }
    ],
    "official_python_bridge": [
      {
        "capability": "Tajika Annual",
        "priority": "P0",
        "recommended_path": "hybrid_local_plus_vedastro",
        "local_status": "partial",
        "adjudicator_use": "secondary",
        "route_notes": "Use Python bridge for breadth, but keep year-chart reasoning and labels local.",
        "gap_notes": "Annual modules exist; yearly career/wealth/month windows need stronger strict-workflow integration.",
        "local_assets": [
          "tajika.py",
          "varshaphala.py",
          "sahams",
          "solar_return"
        ]
      },
      {
        "capability": "Ashtakavarga",
        "priority": "P0",
        "recommended_path": "hybrid_local_plus_vedastro",
        "local_status": "partial",
        "adjudicator_use": "secondary",
        "route_notes": "Use the Python bridge for broad calculator access while local strict workflows stay authoritative.",
        "gap_notes": "SAV/BAV is in production; PAV/Sodhita/Kakshya bridges need continued regression before being dominant labels.",
        "local_assets": [
          "ashtakavarga",
          "ashtakavarga_pav",
          "ashtakavarga_sodhita",
          "finance_ashtakavarga_bridge"
        ]
      },
      {
        "capability": "Shadbala",
        "priority": "P0",
        "recommended_path": "hybrid_local_plus_vedastro",
        "local_status": "partial",
        "adjudicator_use": "secondary",
        "route_notes": "Broad strength calculators are easiest through the Python bridge, then folded back as oracle evidence.",
        "gap_notes": "Local component-aware cap exists; absolute external oracle closure is still incomplete.",
        "local_assets": [
          "shadbala",
          "shadbala_advanced",
          "shadbala_component_cap",
          "oracle_shadbala_queue"
        ]
      }
    ],
    "rest_adapter": [
      {
        "capability": "EventsAtRange / Life Event Graph",
        "priority": "P0",
        "recommended_path": "hybrid_local_plus_vedastro",
        "local_status": "partial",
        "adjudicator_use": "oracle_only",
        "route_notes": "Use official REST adapter first for range scans; keep local adjudicator as the reasoning layer.",
        "gap_notes": "Local timing modules exist, but a high-frequency day/hour event graph is not yet a local productized radar.",
        "local_assets": [
          "transit_trigger",
          "dasha",
          "narayana_dasha",
          "vedastro_service_adapter.range_scan"
        ]
      },
      {
        "capability": "Birth Time ML / Rectification Assistant",
        "priority": "P1",
        "recommended_path": "hybrid_local_plus_vedastro",
        "local_status": "partial",
        "adjudicator_use": "secondary",
        "route_notes": "Use VedAstro externally only as supporting evidence; local rectification gate stays in control.",
        "gap_notes": "Local rectification exists; ML parity with VedAstro-style service behavior is not established.",
        "local_assets": [
          "birth_time_rectifier.py",
          "rectification_gate",
          "jyotish-app rectification"
        ]
      }
    ],
    "local_native_preferred": [
      {
        "capability": "Prashna / Horary",
        "priority": "P0",
        "recommended_path": "local_native",
        "local_status": "covered",
        "adjudicator_use": "secondary",
        "route_notes": "No need to outsource core horary math while local modules already exist.",
        "gap_notes": "Horary modules exist but are not yet a first-class question adjudicator route.",
        "local_assets": [
          "prashna.py",
          "kp_system.py",
          "upagraha_gulika_maandi",
          "sphuta_trisphuta_family"
        ]
      },
      {
        "capability": "Jaimini / Chara Dasha",
        "priority": "P0",
        "recommended_path": "local_native",
        "local_status": "covered",
        "adjudicator_use": "secondary",
        "route_notes": "Keep Jaimini native; external engines help only as spot-check evidence.",
        "gap_notes": "Core Jaimini exists; mission/career/marriage quality adjudicator folding is not yet exhaustive.",
        "local_assets": [
          "jaimini.py",
          "AK",
          "DK",
          "UL",
          "Chara Dasha",
          "Jaimini marriage bridge v1"
        ]
      },
      {
        "capability": "Report Rendering",
        "priority": "P0",
        "recommended_path": "new_local_impl",
        "local_status": "partial",
        "adjudicator_use": "not_used",
        "route_notes": "Rendering is a local product concern, not a VedAstro dependency.",
        "gap_notes": "HTML/PDF artifact path exists; polished SVG/PDF chart rendering and cloud-scale report production are not finished.",
        "local_assets": [
          "report_artifact API",
          "report_builder.py",
          "chart_renderer.py",
          "jyotish-app export"
        ]
      },
      {
        "capability": "Synastry / Ashtakoot",
        "priority": "P0",
        "recommended_path": "local_native",
        "local_status": "covered",
        "adjudicator_use": "secondary",
        "route_notes": "Local matching is already stronger than a thin external call unless you need an oracle comparison.",
        "gap_notes": "Matching modules exist and API-backed; relationship adjudicator still needs a formal bridge.",
        "local_assets": [
          "synastry.py",
          "ashtakoot.py",
          "36-point Ashtakoot",
          "16-factor compatibility"
        ]
      },
      {
        "capability": "D1-D60 Divisional Charts",
        "priority": "P0",
        "recommended_path": "local_native",
        "local_status": "covered",
        "adjudicator_use": "primary",
        "route_notes": "Do not pay external-call cost here; local engine is already the primary route.",
        "gap_notes": "Local varga coverage is strong; keep VedAstro/PyJHora as benchmark evidence rather than replacing local math.",
        "local_assets": [
          "varga",
          "varga_full",
          "shodasavarga",
          "divisional_charts_extended"
        ]
      }
    ],
    "hybrid_router": [
      {
        "capability": "Ayanamsa Selection",
        "priority": "P0",
        "recommended_path": "hybrid_local_plus_vedastro",
        "local_status": "partial",
        "adjudicator_use": "oracle_only",
        "route_notes": "Prefer local ayanamsa controls for production and use VedAstro only as parity/oracle evidence.",
        "gap_notes": "Local Lahiri path is usable, but broad ayanamsa parity and public comparison artifacts remain incomplete.",
        "local_assets": [
          "ayanamsa_utils",
          "ephemeris_adapter_contract"
        ]
      }
    ],
    "external_evidence_only": [
      {
        "capability": "Numerology / Non-Jyotish Tools",
        "priority": "P2",
        "recommended_path": "external_evidence_only",
        "local_status": "missing",
        "adjudicator_use": "not_used",
        "route_notes": "Do not implement locally unless it becomes product-critical.",
        "gap_notes": "Adjacent product feature; not required for Jyotish adjudicator depth.",
        "local_assets": []
      }
    ]
  }
}