GAIP Outcome & Value Agent

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io.github.tjcgraham-rgb/gaip-outcome-valuev1.5.0

Now part of GAIP Witness: records a task outcome and caller-supplied costs.

AI & Agents

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https://www.gaipagents.com/mcp/agents/outcome-value

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gaip_measure_outcome_value

Use this when asked whether an outcome-priced task delivered and what it cost. Pass `episode_id`, `task` (acceptance_criteria), `delivery`, `costs`; `delivery_check` {url, checks} has GAIP test delivery now. Returns a dossier, running totals and a receipt. No ROI claim. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.

taskobject, required

The task: {acceptance_criteria}.

costsobject, required

Caller-stated costs in GBP: agent_gbp, compute_gbp, human_review_gbp, repair_gbp.

deliveryobject, required

What was delivered: {status, receipt_id?}.

episode_idstring, required

Optional: your own id to group related calls.

currencystring

Optional: ISO 4217 code of the cost amounts (default GBP).

fx_to_gbpobject

Optional: {rate, as_of, source} - your GBP rate; GBP equivalents are then reported, labelled with it. GAIP never uses built-in rates.

syntheticboolean

Optional: true marks a test call.

task_classstring

Optional: short name of the task, e.g. weather_forecast.

evidence_refsarray

Optional: references to your own evidence (ids or URLs).

delivery_checkobject

Optional: {url, checks} - GAIP tests the delivery at this public https URL now with Witness checks; its verdict sets delivery.status.

downstream_useobject

Optional: {status: USED|NOT_USED, evidence_ref}.

counterparty_idstring

Name or URL of the agent or service.

baseline_cost_gbpstring

Optional: what the task cost before, in GBP.

continuity_handleobject

Optional: the continuity_handle from an earlier GAIP result; adds running totals over your own earlier tasks.

data_classificationstring

PUBLIC (default) or NON_PERSONAL_PUBLIC. Never send personal data.

independent_operator_idstring

Optional: your operator id (recorded as a claim, not verified).

This tool isn't marked read-only, so it may change something on the server or in an account you connected.

I understand, run it anyway

Try it

Call this server's tools from your browser. Nothing to install.

https://www.gaipagents.com/mcp/agents/outcome-value

Requests go through mcptry because browsers can't call most MCP servers directly. Header values are sent to the server for that request only and are never stored or logged.

Tool list from our last check. Connect live to refresh it.

gaip_measure_outcome_value

taskobject, required

The task: {acceptance_criteria}.

costsobject, required

Caller-stated costs in GBP: agent_gbp, compute_gbp, human_review_gbp, repair_gbp.

deliveryobject, required

What was delivered: {status, receipt_id?}.

episode_idstring, required

Optional: your own id to group related calls.

currencystring

Optional: ISO 4217 code of the cost amounts (default GBP).

fx_to_gbpobject

Optional: {rate, as_of, source} - your GBP rate; GBP equivalents are then reported, labelled with it. GAIP never uses built-in rates.

syntheticboolean

Optional: true marks a test call.

task_classstring

Optional: short name of the task, e.g. weather_forecast.

evidence_refsarray

Optional: references to your own evidence (ids or URLs).

delivery_checkobject

Optional: {url, checks} - GAIP tests the delivery at this public https URL now with Witness checks; its verdict sets delivery.status.

downstream_useobject

Optional: {status: USED|NOT_USED, evidence_ref}.

counterparty_idstring

Name or URL of the agent or service.

baseline_cost_gbpstring

Optional: what the task cost before, in GBP.

continuity_handleobject

Optional: the continuity_handle from an earlier GAIP result; adds running totals over your own earlier tasks.

data_classificationstring

PUBLIC (default) or NON_PERSONAL_PUBLIC. Never send personal data.

independent_operator_idstring

Optional: your operator id (recorded as a claim, not verified).

This tool isn't marked read-only, so it may change something on the server or in an account you connected.

I understand, run it anyway

Tools (1)

gaip_measure_outcome_value

Argument	Type	Description
task*	object	The task: {acceptance_criteria}.
costs*	object	Caller-stated costs in GBP: agent_gbp, compute_gbp, human_review_gbp, repair_gbp.
currency	string	Optional: ISO 4217 code of the cost amounts (default GBP).
delivery*	object	What was delivered: {status, receipt_id?}.
fx_to_gbp	object	Optional: {rate, as_of, source} - your GBP rate; GBP equivalents are then reported, labelled with it. GAIP never uses built-in rates.
synthetic	boolean	Optional: true marks a test call.
episode_id*	string	Optional: your own id to group related calls.
task_class	string	Optional: short name of the task, e.g. weather_forecast.
evidence_refs	array	Optional: references to your own evidence (ids or URLs).
delivery_check	object	Optional: {url, checks} - GAIP tests the delivery at this public https URL now with Witness checks; its verdict sets delivery.status.
downstream_use	object	Optional: {status: USED\|NOT_USED, evidence_ref}.
counterparty_id	string	Name or URL of the agent or service.
baseline_cost_gbp	any	Optional: what the task cost before, in GBP.
continuity_handle	object	Optional: the continuity_handle from an earlier GAIP result; adds running totals over your own earlier tasks.
data_classification	string	PUBLIC (default) or NON_PERSONAL_PUBLIC. Never send personal data.
independent_operator_id	string	Optional: your operator id (recorded as a claim, not verified).

Input schema (JSON)

{
  "type": "object",
  "examples": [
    {
      "task": {
        "acceptance_criteria": "Forecast JSON for London returned within 5 seconds"
      },
      "costs": {
        "agent_gbp": "0.40",
        "repair_gbp": "0",
        "compute_gbp": "0.12",
        "human_review_gbp": "3.50"
      },
      "units": 7,
      "delivery": {
        "status": "ACCEPTED",
        "receipt_id": "example-receipt-1"
      },
      "episode_id": "example-episode-1",
      "task_class": "weather_forecast",
      "unit_label": "forecast",
      "downstream_use": {
        "status": "USED",
        "evidence_ref": "example-ticket-4411"
      },
      "counterparty_id": "example-weather-agent",
      "observed_at_utc": "2026-09-27T21:00:00Z",
      "baseline_cost_gbp": "12.00"
    }
  ],
  "required": [
    "episode_id",
    "task",
    "delivery",
    "costs"
  ],
  "properties": {
    "task": {
      "type": "object",
      "required": [
        "acceptance_criteria"
      ],
      "description": "The task: {acceptance_criteria}."
    },
    "costs": {
      "type": "object",
      "description": "Caller-stated costs in GBP: agent_gbp, compute_gbp, human_review_gbp, repair_gbp."
    },
    "currency": {
      "type": "string",
      "default": "GBP",
      "description": "Optional: ISO 4217 code of the cost amounts (default GBP)."
    },
    "delivery": {
      "type": "object",
      "required": [
        "status"
      ],
      "description": "What was delivered: {status, receipt_id?}."
    },
    "fx_to_gbp": {
      "type": "object",
      "required": [
        "rate",
        "as_of",
        "source"
      ],
      "properties": {
        "rate": {
          "type": "number"
        },
        "as_of": {
          "type": "string"
        },
        "source": {
          "type": "string"
        }
      },
      "description": "Optional: {rate, as_of, source} - your GBP rate; GBP equivalents are then reported, labelled with it. GAIP never uses built-in rates."
    },
    "synthetic": {
      "type": "boolean",
      "description": "Optional: true marks a test call."
    },
    "episode_id": {
      "type": "string",
      "description": "Optional: your own id to group related calls."
    },
    "task_class": {
      "type": "string",
      "description": "Optional: short name of the task, e.g. weather_forecast."
    },
    "evidence_refs": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "maxItems": 20,
      "description": "Optional: references to your own evidence (ids or URLs)."
    },
    "delivery_check": {
      "type": "object",
      "required": [
        "url"
      ],
      "properties": {
        "url": {
          "type": "string"
        },
        "checks": {
          "type": "array",
          "items": {
            "type": "object"
          },
          "maxItems": 8,
          "minItems": 1
        }
      },
      "description": "Optional: {url, checks} - GAIP tests the delivery at this public https URL now with Witness checks; its verdict sets delivery.status."
    },
    "downstream_use": {
      "type": "object",
      "description": "Optional: {status: USED|NOT_USED, evidence_ref}."
    },
    "counterparty_id": {
      "type": "string",
      "description": "Name or URL of the agent or service."
    },
    "baseline_cost_gbp": {
      "oneOf": [
        {
          "type": "number"
        },
        {
          "type": "string"
        }
      ],
      "description": "Optional: what the task cost before, in GBP."
    },
    "continuity_handle": {
      "type": "object",
      "required": [
        "continuity_id",
        "token"
      ],
      "properties": {
        "token": {
          "type": "string"
        },
        "continuity_id": {
          "type": "string"
        }
      },
      "description": "Optional: the continuity_handle from an earlier GAIP result; adds running totals over your own earlier tasks.",
      "additionalProperties": false
    },
    "data_classification": {
      "enum": [
        "PUBLIC",
        "NON_PERSONAL_PUBLIC"
      ],
      "type": "string",
      "default": "PUBLIC",
      "description": "PUBLIC (default) or NON_PERSONAL_PUBLIC. Never send personal data."
    },
    "independent_operator_id": {
      "type": "string",
      "description": "Optional: your operator id (recorded as a claim, not verified)."
    }
  },
  "additionalProperties": true
}