tayyab415.github.io

{
  "name": "get_workspace_state",
  "kind": "answer",
  "impl": "imperative",
  "description": "Read the live Ground workspace: mission, constraints, layers, ranked candidates, open evidence, timeline, and unsaved selection/corrections. This is browser-tab state, not a server snapshot.",
  "inputSchema": {
    "type": "object",
    "properties": {}
  },
  "page": "/ground/"
}

{
  "name": "get_current_selection",
  "kind": "answer",
  "impl": "imperative",
  "description": "Return the district, polygon, lasso, or point the human currently has selected. The selection is unsaved and only exists in this tab — not a server roundtrip.",
  "inputSchema": {
    "type": "object",
    "properties": {}
  },
  "page": "/ground/"
}

{
  "name": "get_visible_map_state",
  "kind": "answer",
  "impl": "imperative",
  "description": "Return map center, zoom, bounds, OSM tile status, and active layers.",
  "inputSchema": {
    "type": "object",
    "properties": {}
  },
  "page": "/ground/"
}

{
  "name": "get_open_evidence",
  "kind": "answer",
  "impl": "imperative",
  "description": "Return the evidence card currently open, including sources, gaps, and unverified assumptions.",
  "inputSchema": {
    "type": "object",
    "properties": {}
  },
  "page": "/ground/"
}

{
  "name": "get_unsaved_changes",
  "kind": "answer",
  "impl": "imperative",
  "description": "Return unsaved human selection, uncommitted corrections, and any open preview in this tab. This state is not persisted and is visible to an agent only through WebMCP.",
  "inputSchema": {
    "type": "object",
    "properties": {}
  },
  "page": "/ground/"
}

{
  "name": "show_candidates",
  "kind": "act",
  "impl": "imperative",
  "description": "Run or refresh the honest ranking and show ranked districts as map overlays. NDVI is included only if Earth Engine returned sourced values; otherwise it is a gap.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "limit": {
        "type": "number",
        "description": "How many candidates to emphasize (default: mission max districts)."
      },
      "runAnalysis": {
        "type": "boolean",
        "description": "If true (default when empty), recompute ranking before showing."
      }
    }
  },
  "page": "/ground/"
}

{
  "name": "open_evidence",
  "kind": "act",
  "impl": "imperative",
  "description": "Open the evidence card for a ranked district (name or id), e.g. Gorakhpur. Same action as clicking View details.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "district": {
        "type": "string",
        "description": "District name or id, e.g. Gorakhpur or gorakhpur."
      }
    },
    "required": [
      "district"
    ]
  },
  "page": "/ground/"
}

{
  "name": "highlight_uncertainty",
  "kind": "act",
  "impl": "imperative",
  "description": "Mark districts whose current rank depends on an unverified assumption (the Gorakhpur canal prior).",
  "inputSchema": {
    "type": "object",
    "properties": {
      "on": {
        "type": "boolean",
        "description": "Default true. Set false to clear."
      }
    }
  },
  "page": "/ground/"
}

{
  "name": "preview_scenario",
  "kind": "act",
  "impl": "imperative",
  "description": "Preview a re-ranking without committing. Pass scenario to preview weight changes. Pass fact and value only to preview a canal correction; district is required then unless a district is already selected. Does not default to Gorakhpur or seasonal canal.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "district": {
        "type": "string",
        "description": "District name or id when previewing a canal correction. No default."
      },
      "fact": {
        "type": "string",
        "enum": [
          "canal_irrigation"
        ]
      },
      "value": {
        "type": "string",
        "enum": [
          "seasonal",
          "year-round"
        ]
      },
      "scenario": {
        "type": "string",
        "enum": [
          "base",
          "high_investment",
          "low_risk"
        ]
      }
    }
  },
  "page": "/ground/"
}

{
  "name": "apply_correction",
  "kind": "act",
  "impl": "imperative",
  "description": "Apply a human correction and re-run the bounded ranking in this tab (unsaved). Default: canal irrigation is seasonal.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "district": {
        "type": "string",
        "description": "District name or id. Defaults to current unsaved selection."
      },
      "fact": {
        "type": "string",
        "enum": [
          "canal_irrigation"
        ]
      },
      "value": {
        "type": "string",
        "enum": [
          "seasonal",
          "year-round"
        ]
      },
      "note": {
        "type": "string"
      }
    }
  },
  "page": "/ground/"
}

{
  "name": "set_region",
  "kind": "act",
  "impl": "imperative",
  "description": "Switch the workspace to another supported region (up, maharashtra, us). Resets ranking, corrections, ground checks, draw mode, and timeline. Call show_candidates to rank this region.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "region": {
        "type": "string",
        "enum": [
          "up",
          "maharashtra",
          "us"
        ],
        "description": "Region id."
      }
    },
    "required": [
      "region"
    ]
  },
  "page": "/ground/"
}

{
  "name": "export_decision",
  "kind": "act",
  "impl": "imperative",
  "description": "Generate the decision record (mission, ranking history, sources, corrections, gaps, reproducibility hash) and download JSON. Same as Share/export in the UI.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "download": {
        "type": "boolean",
        "description": "Default true. Set false to return the record without downloading."
      }
    }
  },
  "page": "/ground/"
}

{
  "name": "get_ground_checks",
  "kind": "answer",
  "impl": "imperative",
  "description": "Read GroundChecks and their field replies in this tab. Replies are real (photo + answer) or absent — never invented. Approved replies mark verified field evidence.",
  "inputSchema": {
    "type": "object",
    "properties": {}
  },
  "page": "/ground/"
}

{
  "name": "send_ground_check",
  "kind": "transact",
  "impl": "imperative",
  "description": "Create a GroundCheck for a field officer: one question, one location, photo + short answer, due date. Same as the Send GroundCheck control. Does not invent a reply. If the reply store is down, the check is a gap.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "district": {
        "type": "string",
        "description": "District name or id. Defaults to current selection."
      },
      "question": {
        "type": "string",
        "description": "One precise question for the officer."
      },
      "dueDays": {
        "type": "number",
        "description": "Days until due (default 7)."
      }
    }
  },
  "page": "/ground/"
}

{
  "name": "approve_evidence",
  "kind": "act",
  "impl": "imperative",
  "description": "Mark a field GroundCheck reply as verified evidence. Reads the officer's answer and, when the reply contradicts the current irrigation assumption, applies the resulting correction and re-ranks. Same as Approve evidence in the UI. Fails if no real reply exists — never fakes a field photo, GPS, or answer.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "checkId": {
        "type": "string",
        "description": "GroundCheck id. If supplied (including whitespace-only), missing/empty is an error — no fallback. Omit to approve the latest replied check in this tab or its same-tab localStorage store."
      }
    }
  },
  "page": "/ground/"
}