{
  "schema_version": "2026-06-04",
  "language": "python",
  "name": "production-proof-v116-high-utili-7255-3",
  "description": "One-page B2B sales ops dashboard that turns recurring operational updates into filters, trends, exceptions, durable history, receipts, downloadable outputs, and MCP-callable tools.",
  "version": "0.1.0",
  "entrypoint": {
    "module": "agent",
    "class_name": "ProductionProofV116HighUtili72553",
    "function": null,
    "command": []
  },
  "skills": [
    {
      "name": "build_dashboard",
      "description": "Build and persist a one-page B2B sales operations dashboard with filters, trends, exceptions, history, receipt, and CSV artifact.",
      "handler": "build_dashboard",
      "tags": [],
      "scopes": [],
      "stream": false,
      "policy": {
        "timeout_seconds": 60.0,
        "idempotent": false,
        "max_retries": 0,
        "cost_class": "standard",
        "allow_scope_expansion": false,
        "grant_mode": "read_write_overlay",
        "grant_allow_patterns": [
          "outputs/dashboards/**"
        ],
        "grant_deny_patterns": [],
        "grant_outputs_prefix": "outputs/dashboards/",
        "grant_write_prefixes": [
          "outputs/dashboards/"
        ],
        "grant_ttl_seconds": null,
        "grant_run_timeout_seconds": null,
        "grant_approval_timeout_seconds": null,
        "grant_scope_approval_timeout_seconds": null
      },
      "input_schema": {
        "type": "object",
        "properties": {
          "request": {
            "$defs": {
              "SalesUpdate": {
                "properties": {
                  "account": {
                    "maxLength": 80,
                    "minLength": 1,
                    "title": "Account",
                    "type": "string"
                  },
                  "owner": {
                    "maxLength": 80,
                    "minLength": 1,
                    "title": "Owner",
                    "type": "string"
                  },
                  "stage": {
                    "maxLength": 40,
                    "minLength": 1,
                    "title": "Stage",
                    "type": "string"
                  },
                  "amount_usd": {
                    "maximum": 10000000,
                    "minimum": 0,
                    "title": "Amount Usd",
                    "type": "number"
                  },
                  "forecast_category": {
                    "default": "pipeline",
                    "enum": [
                      "commit",
                      "best_case",
                      "pipeline",
                      "omitted"
                    ],
                    "title": "Forecast Category",
                    "type": "string"
                  },
                  "status": {
                    "default": "on_track",
                    "enum": [
                      "on_track",
                      "at_risk",
                      "blocked",
                      "slipped",
                      "won",
                      "lost"
                    ],
                    "title": "Status",
                    "type": "string"
                  },
                  "days_in_stage": {
                    "maximum": 365,
                    "minimum": 0,
                    "title": "Days In Stage",
                    "type": "integer"
                  },
                  "update": {
                    "default": "",
                    "maxLength": 400,
                    "title": "Update",
                    "type": "string"
                  }
                },
                "required": [
                  "account",
                  "owner",
                  "stage",
                  "amount_usd",
                  "days_in_stage"
                ],
                "title": "SalesUpdate",
                "type": "object"
              }
            },
            "properties": {
              "dashboard_name": {
                "default": "Weekly Sales Ops Pulse",
                "maxLength": 80,
                "minLength": 3,
                "title": "Dashboard Name",
                "type": "string"
              },
              "segment": {
                "default": "Mid-market",
                "maxLength": 80,
                "minLength": 1,
                "title": "Segment",
                "type": "string"
              },
              "period_label": {
                "default": "This week",
                "maxLength": 60,
                "minLength": 1,
                "title": "Period Label",
                "type": "string"
              },
              "min_exception_amount_usd": {
                "default": 25000,
                "maximum": 10000000,
                "minimum": 0,
                "title": "Min Exception Amount Usd",
                "type": "number"
              },
              "updates": {
                "items": {
                  "$ref": "#/$defs/SalesUpdate"
                },
                "maxItems": 24,
                "title": "Updates",
                "type": "array"
              },
              "notes": {
                "default": "",
                "maxLength": 6000,
                "title": "Notes",
                "type": "string"
              }
            },
            "title": "BuildDashboardRequest",
            "type": "object"
          }
        },
        "required": [
          "request"
        ],
        "additionalProperties": false
      },
      "output_schema": {
        "$defs": {
          "DashboardArtifact": {
            "properties": {
              "name": {
                "title": "Name",
                "type": "string"
              },
              "media_type": {
                "title": "Media Type",
                "type": "string"
              },
              "uri": {
                "title": "Uri",
                "type": "string"
              },
              "size_bytes": {
                "title": "Size Bytes",
                "type": "integer"
              },
              "content": {
                "title": "Content",
                "type": "string"
              }
            },
            "required": [
              "name",
              "media_type",
              "uri",
              "size_bytes",
              "content"
            ],
            "title": "DashboardArtifact",
            "type": "object"
          }
        },
        "properties": {
          "status": {
            "enum": [
              "ok",
              "setup_required",
              "error"
            ],
            "title": "Status",
            "type": "string"
          },
          "dashboard_id": {
            "title": "Dashboard Id",
            "type": "string"
          },
          "receipt_id": {
            "title": "Receipt Id",
            "type": "string"
          },
          "dashboard-data": {
            "items": {
              "additionalProperties": true,
              "type": "object"
            },
            "title": "Dashboard-Data",
            "type": "array"
          },
          "filters": {
            "additionalProperties": true,
            "title": "Filters",
            "type": "object"
          },
          "trends": {
            "items": {
              "additionalProperties": true,
              "type": "object"
            },
            "title": "Trends",
            "type": "array"
          },
          "exceptions": {
            "items": {
              "additionalProperties": true,
              "type": "object"
            },
            "title": "Exceptions",
            "type": "array"
          },
          "history": {
            "items": {
              "additionalProperties": true,
              "type": "object"
            },
            "title": "History",
            "type": "array"
          },
          "summary": {
            "title": "Summary",
            "type": "string"
          },
          "artifact": {
            "anyOf": [
              {
                "$ref": "#/$defs/DashboardArtifact"
              },
              {
                "type": "null"
              }
            ],
            "default": null
          }
        },
        "required": [
          "status",
          "dashboard_id",
          "receipt_id",
          "dashboard-data",
          "filters",
          "trends",
          "exceptions",
          "history",
          "summary"
        ],
        "title": "DashboardResult",
        "type": "object"
      }
    },
    {
      "name": "list_dashboard_history",
      "description": "List durable dashboard history for the signed-in user.",
      "handler": "list_dashboard_history",
      "tags": [],
      "scopes": [],
      "stream": false,
      "policy": {
        "timeout_seconds": 30.0,
        "idempotent": true,
        "max_retries": 0,
        "cost_class": "cheap",
        "allow_scope_expansion": false,
        "grant_mode": null,
        "grant_allow_patterns": [],
        "grant_deny_patterns": [],
        "grant_outputs_prefix": null,
        "grant_write_prefixes": [],
        "grant_ttl_seconds": null,
        "grant_run_timeout_seconds": null,
        "grant_approval_timeout_seconds": null,
        "grant_scope_approval_timeout_seconds": null
      },
      "input_schema": {
        "type": "object",
        "properties": {
          "limit": {
            "type": "integer"
          }
        },
        "required": [],
        "additionalProperties": false
      },
      "output_schema": {
        "properties": {
          "status": {
            "enum": [
              "ok",
              "setup_required",
              "error"
            ],
            "title": "Status",
            "type": "string"
          },
          "history": {
            "items": {
              "additionalProperties": true,
              "type": "object"
            },
            "title": "History",
            "type": "array"
          }
        },
        "required": [
          "status",
          "history"
        ],
        "title": "HistoryResult",
        "type": "object"
      }
    },
    {
      "name": "run_scheduled_snapshot",
      "description": "Idempotent scheduled sales dashboard snapshot. Safe for recurring platform schedule/MCP calls using a stable run key.",
      "handler": "run_scheduled_snapshot",
      "tags": [],
      "scopes": [],
      "stream": false,
      "policy": {
        "timeout_seconds": 60.0,
        "idempotent": true,
        "max_retries": 0,
        "cost_class": "cheap",
        "allow_scope_expansion": false,
        "grant_mode": "read_write_overlay",
        "grant_allow_patterns": [
          "outputs/dashboards/**"
        ],
        "grant_deny_patterns": [],
        "grant_outputs_prefix": "outputs/dashboards/",
        "grant_write_prefixes": [
          "outputs/dashboards/"
        ],
        "grant_ttl_seconds": null,
        "grant_run_timeout_seconds": null,
        "grant_approval_timeout_seconds": null,
        "grant_scope_approval_timeout_seconds": null
      },
      "input_schema": {
        "type": "object",
        "properties": {
          "run_key": {
            "type": "string"
          },
          "segment": {
            "type": "string"
          }
        },
        "required": [
          "run_key"
        ],
        "additionalProperties": false
      },
      "output_schema": {
        "$defs": {
          "DashboardArtifact": {
            "properties": {
              "name": {
                "title": "Name",
                "type": "string"
              },
              "media_type": {
                "title": "Media Type",
                "type": "string"
              },
              "uri": {
                "title": "Uri",
                "type": "string"
              },
              "size_bytes": {
                "title": "Size Bytes",
                "type": "integer"
              },
              "content": {
                "title": "Content",
                "type": "string"
              }
            },
            "required": [
              "name",
              "media_type",
              "uri",
              "size_bytes",
              "content"
            ],
            "title": "DashboardArtifact",
            "type": "object"
          }
        },
        "properties": {
          "status": {
            "enum": [
              "ok",
              "setup_required",
              "error"
            ],
            "title": "Status",
            "type": "string"
          },
          "dashboard_id": {
            "title": "Dashboard Id",
            "type": "string"
          },
          "receipt_id": {
            "title": "Receipt Id",
            "type": "string"
          },
          "dashboard-data": {
            "items": {
              "additionalProperties": true,
              "type": "object"
            },
            "title": "Dashboard-Data",
            "type": "array"
          },
          "filters": {
            "additionalProperties": true,
            "title": "Filters",
            "type": "object"
          },
          "trends": {
            "items": {
              "additionalProperties": true,
              "type": "object"
            },
            "title": "Trends",
            "type": "array"
          },
          "exceptions": {
            "items": {
              "additionalProperties": true,
              "type": "object"
            },
            "title": "Exceptions",
            "type": "array"
          },
          "history": {
            "items": {
              "additionalProperties": true,
              "type": "object"
            },
            "title": "History",
            "type": "array"
          },
          "summary": {
            "title": "Summary",
            "type": "string"
          },
          "artifact": {
            "anyOf": [
              {
                "$ref": "#/$defs/DashboardArtifact"
              },
              {
                "type": "null"
              }
            ],
            "default": null
          }
        },
        "required": [
          "status",
          "dashboard_id",
          "receipt_id",
          "dashboard-data",
          "filters",
          "trends",
          "exceptions",
          "history",
          "summary"
        ],
        "title": "DashboardResult",
        "type": "object"
      }
    }
  ],
  "capabilities": {
    "mcp": {
      "tools": [
        "build_dashboard",
        "list_dashboard_history",
        "run_scheduled_snapshot"
      ]
    },
    "schedules": {
      "tool": "run_scheduled_snapshot",
      "idempotent": true
    },
    "artifacts": {
      "tool": "build_dashboard",
      "media_type": "text/csv"
    }
  },
  "input_modes": [
    "application/json"
  ],
  "output_modes": [
    "application/json"
  ],
  "required_secrets": [],
  "required_env": [],
  "consumer_setup": {
    "fields": []
  },
  "runtime": {
    "lifecycle": "ephemeral",
    "availability": "on_demand",
    "state": "durable",
    "sandbox": "microsandbox",
    "resources": {
      "cpu": "500m",
      "memory": "512Mi",
      "gpu": 0,
      "max_runtime_seconds": 600
    },
    "concurrency": 1,
    "egress": {
      "allow_hosts": [],
      "allow_internal_services": [],
      "deny_internet_by_default": true
    },
    "tools_used": [
      "postgres",
      "mcp",
      "artifacts",
      "scheduled-snapshot"
    ],
    "llm_provisioning": "platform",
    "account_access": {
      "required": true,
      "platform_skill_calls": 3,
      "after_trial": "byok"
    },
    "pricing": {
      "price_per_call_usd": 0.0,
      "caller_pays_llm": false,
      "notes": "Deterministic dashboard logic. Account trial funds exactly 3 platform skill calls, then BYOK is required by the platform."
    },
    "wants_cp_jwt": false,
    "platform_resources": {
      "memory": null,
      "databases": [
        {
          "name": "production-proof-v116-high-utili-7255-3-data",
          "engine": "postgres",
          "provider": "neon",
          "scope": "user",
          "branch": "main",
          "access_mode": "read_write",
          "env": {
            "url": "DATABASE_URL"
          },
          "migrations": {
            "path": "db/migrations"
          },
          "scale_to_zero": true
        }
      ],
      "mailbox": null
    },
    "endpoints": [],
    "apt_packages": []
  },
  "template_lineage": null,
  "meta_agent_manifest": null,
  "state_schema": {
    "properties": {
      "last_dashboard_id": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "default": null,
        "title": "Last Dashboard Id"
      }
    },
    "title": "DurableDashboardState",
    "type": "object"
  },
  "workspace_access": {
    "enabled": true,
    "max_files": 16,
    "allowed_modes": [
      "read_write_overlay"
    ],
    "require_reason": false,
    "deny_patterns": [],
    "require_human_approval": false,
    "max_total_size_bytes": 104857600
  },
  "config_schema": {
    "properties": {
      "default_window_days": {
        "default": 30,
        "maximum": 90,
        "minimum": 7,
        "title": "Default Window Days",
        "type": "integer"
      }
    },
    "title": "ProductionProofV116HighUtili72553Config",
    "type": "object"
  },
  "auth": {
    "model": "a2a_pack.auth.PlatformUserAuth",
    "strategy": "platform_user",
    "principal_schema": {
      "additionalProperties": false,
      "description": "Caller authenticated by the A2A platform session.\n\nUse this for packed frontend apps that should require a logged-in A2A\nCloud user without wiring a custom OAuth/OIDC resolver.",
      "properties": {
        "sub": {
          "title": "Sub",
          "type": "string"
        },
        "user_id": {
          "anyOf": [
            {
              "type": "integer"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "User Id"
        },
        "email": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Email"
        },
        "org_id": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Org Id"
        },
        "org_slug": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Org Slug"
        },
        "scopes": {
          "items": {
            "type": "string"
          },
          "title": "Scopes",
          "type": "array"
        }
      },
      "required": [
        "sub"
      ],
      "title": "PlatformUserAuth",
      "type": "object"
    },
    "resolver": null,
    "required": true
  },
  "metadata": {
    "source": "python-a2a-pack",
    "project_manifest": {
      "name": "production-proof-v116-high-utili-7255-3",
      "version": "0.1.0",
      "entrypoint": "agent:ProductionProofV116HighUtili72553",
      "frontend": {
        "path": "frontend",
        "build": "npm run build",
        "dist": "dist",
        "mount": "/app",
        "auth": "inherit"
      }
    }
  }
}