RQM Studio Jobs

Simulation Anomaly Diagnostic

quantum_simulation_anomaly_diagnostic_v1

Idempotent

Problem: Compare this bounded simulation result with the supplied expectation and anomaly rules. Input: JSON with observed probabilities, expected probabilities, maximum l1 error.... Result: L1 and bin deltas, violating outcomes, anomaly verdict. Limits: Local software evidence only; 65536 request bytes.

Input Schema

Name	Required	Description	Default
`request`	Yes
`schema_version`	Yes
`idempotency_key`	Yes
`max_total_price`	Yes

Output Schema

Name	Required	Description	Default
No arguments

Schema Changelog

Changes observed during successful MCP inspections.

Changed1 schema field changedOct 25, 2026

changedOutput schema / anyOf

Previous value: -[
-  {
-    "additionalProperties": false,
-    "properties": {
-      "capability_id": {
-        "maxLength": 128,
-        "minLength": 1,
-        "pattern": "^[a-z0-9][a-z0-9._-]*$",
-        "type": "string"
-      },
-      "capability_version": {
-        "maxLength": 64,
-        "minLength": 1,
-        "type": "string"
-      },
-      "catalog_digest": {
-        "pattern": "^[a-f0-9]{64}$",
-        "type": "string"
-      },
-      "catalog_revision": {
-        "maxLength": 128,
-        "minLength": 1,
-        "type": "string"
-      },
-      "commercial_state": {
-        "maxLength": 64,
-        "minLength": 1,
-        "type": "string"
-      },
-      "duplicate": {
-        "type": "boolean"
-      },
-      "job_id": {
-        "maxLength": 256,
-        "minLength": 1,
-        "type": "string"
-      },
-      "payment_rail": {
-        "const": "x402",
-        "type": "string"
-      },
-      "price": {
-        "pattern": "^(?:0|[1-9]\\d{0,13})(?:\\.\\d{1,6})?$",
-        "type": "string"
-      },
-      "product": {
-        "enum": [
-          "wave",
-          "quantum",
-          "robotics"
-        ],
-        "type": "string"
-      },
-      "quote_id": {
-        "format": "uuid",
-        "pattern": "^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$",
-        "type": "string"
-      },
-      "request_hash": {
-        "pattern": "^[a-f0-9]{64}$",
-        "type": "string"
-      },
-      "request_schema_version": {
-        "maxLength": 128,
-        "minLength": 1,
-        "type": "string"
-      },
-      "reservation_id": {
-        "format": "uuid",
-        "pattern": "^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$",
-        "type": "string"
-      },
-      "retrieval_token": {
-        "pattern": "^rqm_retrieval_.*",
-        "type": "string"
-      },
-      "retrieval_token_expires_in": {
-        "exclusiveMinimum": 0,
-        "maximum": 9007199254740991,
-        "type": "integer"
-      },
-      "retrieval_url": {
-        "format": "uri",
-        "type": "string"
-      },
-      "schema_version": {
-        "const": "rqm.jobs.buyer-job-run.v1",
-        "type": "string"
-      },
-      "status": {
-        "enum": [
-          "queued",
-          "running",
-          "completed",
-          "failed",
-          "cancelled",
-          "recovery"
-        ],
-        "type": "string"
-      },
-      "tariff_version": {
-        "maxLength": 64,
-        "minLength": 1,
-        "type": "string"
-      },
-      "x402_settlement_id": {
-        "format": "uuid",
-        "pattern": "^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$",
-        "type": "string"
-      },
-      "x402_transaction_id": {
-        "maxLength": 256,
-        "minLength": 1,
-        "type": "string"
-      }
-    },
-    "required": [
-      "schema_version",
-      "product",
-      "capability_id",
-      "capability_version",
-      "request_schema_version",
-      "catalog_revision",
-      "catalog_digest",
-      "request_hash",
-      "job_id",
-      "status",
-      "quote_id",
-      "reservation_id",
-      "commercial_state",
-      "payment_rail",
-      "price",
-      "tariff_version",
-      "x402_settlement_id",
-      "x402_transaction_id",
-      "retrieval_token",
-      "retrieval_token_expires_in",
-      "duplicate"
-    ],
-    "type": "object"
-  },
-  {
-    "additionalProperties": false,
-    "properties": {
-      "code": {
-        "enum": [
-          "AUTHENTICATION_REQUIRED",
-          "MACHINE_AUTHENTICATION_FAILED",
-          "MACHINE_AUTHORIZATION_FAILED",
-          "ACCOUNT_CORE_UNAVAILABLE",
-          "FEATURE_DISABLED",
-          "QUOTE_NOT_ENTITLED",
-          "QUOTE_IDEMPOTENCY_CONFLICT",
-          "QUOTE_NOT_AVAILABLE",
-          "QUOTE_REQUEST_INVALID",
-          "QUOTE_MISMATCH",
-          "PRICE_LIMIT_EXCEEDED",
-          "RUNTIME_LIMIT_EXCEEDED",
-          "ARTIFACT_PREFERENCE_UNAVAILABLE",
-          "INSUFFICIENT_BALANCE",
-          "RESERVATION_FAILED",
-          "PRODUCT_REJECTED",
-          "PRODUCT_UNAVAILABLE",
-          "JOB_NOT_FOUND",
-          "JOB_NOT_READY",
-          "JOB_ACCESS_DENIED",
-          "SETTLEMENT_FAILED",
-          "FUNDING_UNAVAILABLE",
-          "FUNDING_FAILED"
-        ],
-        "type": "string"
-      },
-      "message": {
-        "type": "string"
-      },
-      "retryable": {
-        "type": "boolean"
-      },
-      "schema_version": {
-        "const": "rqm.jobs.error.v1",
-        "type": "string"
-      }
-    },
-    "required": [
-      "schema_version",
-      "code",
-      "message",
-      "retryable"
-    ],
-    "type": "object"
-  }
-]New value: +[
+  {
+    "additionalProperties": false,
+    "properties": {
+      "capability_id": {
+        "maxLength": 128,
+        "minLength": 1,
+        "pattern": "^[a-z0-9][a-z0-9._-]*$",
+        "type": "string"
+      },
+      "capability_version": {
+        "maxLength": 64,
+        "minLength": 1,
+        "type": "string"
+      },
+      "catalog_digest": {
+        "pattern": "^[a-f0-9]{64}$",
+        "type": "string"
+      },
+      "catalog_revision": {
+        "maxLength": 128,
+        "minLength": 1,
+        "type": "string"
+      },
+      "commercial_state": {
+        "maxLength": 64,
+        "minLength": 1,
+        "type": "string"
+      },
+      "duplicate": {
+        "type": "boolean"
+      },
+      "job_id": {
+        "maxLength": 256,
+        "minLength": 1,
+        "type": "string"
+      },
+      "payment_rail": {
+        "const": "x402",
+        "type": "string"
+      },
+      "price": {
+        "pattern": "^(?:0|[1-9]\\d{0,13})(?:\\.\\d{1,6})?$",
+        "type": "string"
+      },
+      "product": {
+        "enum": [
+          "wave",
+          "quantum",
+          "robotics"
+        ],
+        "type": "string"
+      },
+      "quote_id": {
+        "format": "uuid",
+        "pattern": "^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$",
+        "type": "string"
+      },
+      "request_hash": {
+        "pattern": "^[a-f0-9]{64}$",
+        "type": "string"
+      },
+      "request_schema_version": {
+        "maxLength": 128,
+        "minLength": 1,
+        "type": "string"
+      },
+      "reservation_id": {
+        "format": "uuid",
+        "pattern": "^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$",
+        "type": "string"
+      },
+      "retrieval_token": {
+        "format": "starts_with",
+        "pattern": "^rqm_retrieval_.*",
+        "type": "string"
+      },
+      "retrieval_token_expires_in": {
+        "exclusiveMinimum": 0,
+        "maximum": 9007199254740991,
+        "type": "integer"
+      },
+      "retrieval_url": {
+        "format": "uri",
+        "type": "string"
+      },
+      "schema_version": {
+        "const": "rqm.jobs.buyer-job-run.v1",
+        "type": "string"
+      },
+      "status": {
+        "enum": [
+          "queued",
+          "running",
+          "completed",
+          "failed",
+          "cancelled",
+          "recovery"
+        ],
+        "type": "string"
+      },
+      "tariff_version": {
+        "maxLength": 64,
+        "minLength": 1,
+        "type": "string"
+      },
+      "x402_settlement_id": {
+        "format": "uuid",
+        "pattern": "^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$",
+        "type": "string"
+      },
+      "x402_transaction_id": {
+        "maxLength": 256,
+        "minLength": 1,
+        "type": "string"
+      }
+    },
+    "required": [
+      "schema_version",
+      "product",
+      "capability_id",
+      "capability_version",
+      "request_schema_version",
+      "catalog_revision",
+      "catalog_digest",
+      "request_hash",
+      "job_id",
+      "status",
+      "quote_id",
+      "reservation_id",
+      "commercial_state",
+      "payment_rail",
+      "price",
+      "tariff_version",
+      "x402_settlement_id",
+      "x402_transaction_id",
+      "retrieval_token",
+      "retrieval_token_expires_in",
+      "duplicate"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "code": {
+        "enum": [
+          "AUTHENTICATION_REQUIRED",
+          "MACHINE_AUTHENTICATION_FAILED",
+          "MACHINE_AUTHORIZATION_FAILED",
+          "ACCOUNT_CORE_UNAVAILABLE",
+          "FEATURE_DISABLED",
+          "QUOTE_NOT_ENTITLED",
+          "QUOTE_IDEMPOTENCY_CONFLICT",
+          "QUOTE_NOT_AVAILABLE",
+          "QUOTE_REQUEST_INVALID",
+          "QUOTE_MISMATCH",
+          "PRICE_LIMIT_EXCEEDED",
+          "RUNTIME_LIMIT_EXCEEDED",
+          "ARTIFACT_PREFERENCE_UNAVAILABLE",
+          "INSUFFICIENT_BALANCE",
+          "RESERVATION_FAILED",
+          "PRODUCT_REJECTED",
+          "PRODUCT_UNAVAILABLE",
+          "JOB_NOT_FOUND",
+          "JOB_NOT_READY",
+          "JOB_ACCESS_DENIED",
+          "SETTLEMENT_FAILED",
+          "FUNDING_UNAVAILABLE",
+          "FUNDING_FAILED"
+        ],
+        "type": "string"
+      },
+      "message": {
+        "type": "string"
+      },
+      "retryable": {
+        "type": "boolean"
+      },
+      "schema_version": {
+        "const": "rqm.jobs.error.v1",
+        "type": "string"
+      }
+    },
+    "required": [
+      "schema_version",
+      "code",
+      "message",
+      "retryable"
+    ],
+    "type": "object"
+  }
+]

First observedSep 12, 2026

TDQS

B3/5.0

Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Adds real behavioral context beyond annotations: the result contents (L1 and bin deltas, violating outcomes, verdict), a local-evidence-only scope, and a 65536-byte request limit. But with readOnlyHint=false declared and pricing/idempotency fields required, the description never explains that this is an effective priced job submission rather than a pure analysis, leaving a gap between the 'compare' framing and the mutation-flavored annotation.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Labeled Problem/Input/Result/Limits structure is front-loaded and efficient with no wasted prose. Minor deduction for the vague '....' ellipsis that truncates the input description rather than completing it.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Output schema and annotations cover return values and safety profile, so the description needn't restate them. But the input schema is a wrapper with four required fields at 0% coverage and nested arbitrary objects, and the description only addresses the inner request semantics, leaving the calling contract only partially specified.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0%, so the description must carry parameter meaning. It partially documents the nested request payload (observed/expected probabilities, maximum l1 error) but says nothing about the three other required top-level fields (schema_version, idempotency_key, max_total_price), which an agent cannot infer from the schema alone.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb ('Compare') and resource ('bounded simulation result with the supplied expectation and anomaly rules'), and the 'anomaly verdict' result clarifies it is a diagnostic rather than a plain comparison. However, it never distinguishes itself from the very similar sibling quantum_simulation_result_compare_v1, so an agent must infer the split.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The 'Local software evidence only' note is a constraint, not usage guidance. There is no statement of when to pick this over quantum_simulation_result_compare_v1 or the other diagnostic siblings, and no prerequisites or exclusions are given.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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