flameox

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plan_inference_profile

Read-onlyIdempotent

Create a diagnostic-only profiling plan for a vLLM server to capture performance traces without modifying deployment. Specify profiler type, scenario, and measurement run ID to generate actionable execution evidence.

Instructions

Build a diagnostic-only profile plan for one managed vLLM server.

Input Schema

TableJSON Schema

Name	Required	Description	Default
`profiler`	Yes
`server_name`	Yes
`scenario_name`	Yes
`timeout_seconds`	No
`measurement_run_id`	Yes

Output Schema

TableJSON Schema

Name	Required	Description	Default
No arguments

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

Changed130 schema fields changedv0.1.15Aug 30, 2026

addedInput schema / $defs

Added value: +{
+  "SupportedInferenceProfiler": {
+    "enum": [
+      "torch_profiler",
+      "nsight_systems"
+    ],
+    "type": "string"
+  }
+}

addedInput schema / properties / measurement_run_id

Added value: +{
+  "maxLength": 200,
+  "minLength": 1,
+  "title": "Measurement Run Id",
+  "type": "string"
+}

addedInput schema / properties / profiler / $ref

Added value: +"#/$defs/SupportedInferenceProfiler"

removedInput schema / properties / profiler / enum

Removed value: -[
-  "torch_profiler",
-  "nsight_systems"
-]

removedInput schema / properties / profiler / title
```
Removed value: -"Profiler"
```
removedInput schema / properties / profiler / type
```
Removed value: -"string"
```

addedInput schema / properties / scenario_name

Added value: +{
+  "maxLength": 100,
+  "minLength": 1,
+  "title": "Scenario Name",
+  "type": "string"
+}

addedInput schema / properties / timeout_seconds

Added value: +{
+  "default": 300,
+  "exclusiveMinimum": 0,
+  "maximum": 86400,
+  "title": "Timeout Seconds",
+  "type": "number"
+}

changedInput schema / required

Previous value: -[
-  "server_name",
-  "profiler"
-]New value: +[
+  "server_name",
+  "scenario_name",
+  "profiler",
+  "measurement_run_id"
+]

addedOutput schema / $defs / AIPerfScenarioPlan

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "argv": {
+      "items": {
+        "type": "string"
+      },
+      "maxItems": 1024,
+      "minItems": 1,
+      "title": "Argv",
+      "type": "array"
+    },
+    "base_url": {
+      "title": "Base Url",
+      "type": "string"
+    },
+    "burstiness": {
+      "anyOf": [
+        {
+          "exclusiveMinimum": 0,
+          "maximum": 1000000,
+          "type": "number"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Burstiness"
+    },
+    "concurrency": {
+      "anyOf": [
+        {
+          "exclusiveMinimum": 0,
+          "maximum": 100000,
+          "type": "integer"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Concurrency"
+    },
+    "configuration_id": {
+      "title": "Configuration Id",
+      "type": "string"
+    },
+    "created_at": {
+      "format": "date-time",
+      "title": "Created At",
+      "type": "string"
+    },
+    "deadline_at": {
+      "format": "date-time",
+      "title": "Deadline At",
+      "type": "string"
+    },
+    "endpoint_type": {
+      "$ref": "#/$defs/InferenceEndpointType",
+      "default": "chat"
+    },
+    "executable_binding": {
+      "$ref": "#/$defs/ResolvedExecutable"
+    },
+    "exploratory_reason": {
+      "maxLength": 500,
+      "minLength": 1,
+      "title": "Exploratory Reason",
+      "type": "string"
+    },
+    "health_ready": {
+      "anyOf": [
+        {
+          "type": "boolean"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Health Ready"
+    },
+    "model": {
+      "maxLength": 500,
+      "minLength": 1,
+      "title": "Model",
+      "type": "string"
+    },
+    "model_revision": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Model Revision"
+    },
+    "num_prompts": {
+      "default": 1,
+      "exclusiveMinimum": 0,
+      "maximum": 10000000,
+      "title": "Num Prompts",
+      "type": "integer"
+    },
+    "output_path": {
+      "title": "Output Path",
+      "type": "string"
+    },
+    "output_relative_path": {
+      "pattern": "^[A-Za-z0-9][A-Za-z0-9._-]{0,99}$",
+      "title": "Output Relative Path",
+      "type": "string"
+    },
+    "output_root": {
+      "$ref": "#/$defs/BoundDirectoryReference"
+    },
+    "plan_id": {
+      "title": "Plan Id",
+      "type": "string"
+    },
+    "plan_token": {
+      "default": "",
+      "title": "Plan Token",
+      "type": "string"
+    },
+    "probed_model_ids": {
+      "default": [],
+      "items": {
+        "type": "string"
+      },
+      "maxItems": 64,
+      "title": "Probed Model Ids",
+      "type": "array"
+    },
+    "provider": {
+      "const": "aiperf",
+      "title": "Provider",
+      "type": "string"
+    },
+    "provider_environment_id": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Provider Environment Id"
+    },
+    "provider_version": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Provider Version"
+    },
+    "quantization": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Quantization"
+    },
+    "random_input_len": {
+      "const": null,
+      "default": null,
+      "title": "Random Input Len",
+      "type": "null"
+    },
+    "random_output_len": {
+      "const": null,
+      "default": null,
+      "title": "Random Output Len",
+      "type": "null"
+    },
+    "random_range_ratio": {
+      "const": null,
+      "default": null,
+      "title": "Random Range Ratio",
+      "type": "null"
+    },
+    "request_rate": {
+      "anyOf": [
+        {
+          "exclusiveMinimum": 0,
+          "maximum": 1000000,
+          "type": "number"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Request Rate"
+    },
+    "scenario_name": {
+      "title": "Scenario Name",
+      "type": "string"
+    },
+    "seed": {
+      "default": 0,
+      "maximum": 2147483647,
+      "minimum": 0,
+      "title": "Seed",
+      "type": "integer"
+    },
+    "semantic_oracle_workload": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Semantic Oracle Workload"
+    },
+    "server_executable_digest": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Server Executable Digest"
+    },
+    "server_mode": {
+      "$ref": "#/$defs/InferenceServerMode"
+    },
+    "server_name": {
+      "title": "Server Name",
+      "type": "string"
+    },
+    "server_provider": {
+      "const": "vllm",
+      "default": "vllm",
+      "title": "Server Provider",
+      "type": "string"
+    },
+    "speedup_ratio": {
+      "default": 1,
+      "exclusiveMinimum": 0,
+      "maximum": 100,
+      "title": "Speedup Ratio",
+      "type": "number"
+    },
+    "streaming": {
+      "default": true,
+      "title": "Streaming",
+      "type": "boolean"
+    },
+    "timeout_seconds": {
+      "exclusiveMinimum": 0,
+      "maximum": 86400,
+      "title": "Timeout Seconds",
+      "type": "number"
+    },
+    "tokenizer": {
+      "anyOf": [
+        {
+          "maxLength": 500,
+          "minLength": 1,
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Tokenizer"
+    },
+    "tokenizer_revision": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Tokenizer Revision"
+    },
+    "trace_artifact_id": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Trace Artifact Id"
+    },
+    "warmup_request_count": {
+      "default": 0,
+      "maximum": 1000000,
+      "minimum": 0,
+      "title": "Warmup Request Count",
+      "type": "integer"
+    }
+  },
+  "required": [
+    "plan_id",
+    "scenario_name",
+    "server_name",
+    "server_mode",
+    "base_url",
+    "model",
+    "executable_binding",
+    "argv",
+    "output_root",
+    "output_relative_path",
+    "output_path",
+    "timeout_seconds",
+    "deadline_at",
+    "exploratory_reason",
+    "configuration_id",
+    "provider"
+  ],
+  "title": "AIPerfScenarioPlan",
+  "type": "object"
+}

addedOutput schema / $defs / BoundDirectoryReference

Added value: +{
+  "additionalProperties": false,
+  "description": "Serializable authority reference stored in an immutable operation plan.",
+  "properties": {
+    "identity": {
+      "$ref": "#/$defs/DirectoryIdentity"
+    },
+    "relative_path": {
+      "maxLength": 500,
+      "minLength": 1,
+      "pattern": "^[A-Za-z0-9._/-]+$",
+      "title": "Relative Path",
+      "type": "string"
+    }
+  },
+  "required": [
+    "relative_path",
+    "identity"
+  ],
+  "title": "BoundDirectoryReference",
+  "type": "object"
+}

removedOutput schema / $defs / ConfigureInferenceRecovery

Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "kind": {
-      "const": "configure_inference",
-      "title": "Kind",
-      "type": "string"
-    },
-    "next_tool": {
-      "enum": [
-        "configure_inference_server",
-        "list_inference_configurations"
-      ],
-      "title": "Next Tool",
-      "type": "string"
-    },
-    "retry_after_ms": {
-      "default": null,
-      "title": "Retry After Ms",
-      "type": "null"
-    },
-    "safe_to_repeat_same_call": {
-      "const": false,
-      "default": false,
-      "title": "Safe To Repeat Same Call",
-      "type": "boolean"
-    }
-  },
-  "required": [
-    "kind",
-    "next_tool"
-  ],
-  "title": "ConfigureInferenceRecovery",
-  "type": "object"
-}

removedOutput schema / $defs / ConfigureWorkloadRecovery

Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "context": {
-      "anyOf": [
-        {
-          "$ref": "#/$defs/ConfigureWorkloadRecoveryContext"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "default": null
-    },
-    "kind": {
-      "const": "configure_workload",
-      "title": "Kind",
-      "type": "string"
-    },
-    "next_tool": {
-      "const": "configure_workload",
-      "title": "Next Tool",
-      "type": "string"
-    },
-    "retry_after_ms": {
-      "default": null,
-      "title": "Retry After Ms",
-      "type": "null"
-    },
-    "safe_to_repeat_same_call": {
-      "const": false,
-      "default": false,
-      "title": "Safe To Repeat Same Call",
-      "type": "boolean"
-    }
-  },
-  "required": [
-    "kind",
-    "next_tool"
-  ],
-  "title": "ConfigureWorkloadRecovery",
-  "type": "object"
-}

removedOutput schema / $defs / ConfigureWorkloadRecoveryContext

Removed value: -{
-  "additionalProperties": false,
-  "description": "Typed arguments for the safe structured configuration recovery.",
-  "properties": {
-    "config_path": {
-      "const": "flameox.toml",
-      "default": "flameox.toml",
-      "title": "Config Path",
-      "type": "string"
-    },
-    "kind": {
-      "const": "configure_workload",
-      "title": "Kind",
-      "type": "string"
-    },
-    "operation": {
-      "const": "create",
-      "default": "create",
-      "title": "Operation",
-      "type": "string"
-    }
-  },
-  "required": [
-    "kind"
-  ],
-  "title": "ConfigureWorkloadRecoveryContext",
-  "type": "object"
-}

addedOutput schema / $defs / DirectoryIdentity

Added value: +{
+  "additionalProperties": false,
+  "description": "Stable identity of a directory opened through the trusted-root boundary.",
+  "properties": {
+    "device": {
+      "minimum": 0,
+      "title": "Device",
+      "type": "integer"
+    },
+    "guarantee": {
+      "const": "posix_dir_fd_no_links",
+      "default": "posix_dir_fd_no_links",
+      "title": "Guarantee",
+      "type": "string"
+    },
+    "inode": {
+      "exclusiveMinimum": 0,
+      "title": "Inode",
+      "type": "integer"
+    }
+  },
+  "required": [
+    "device",
+    "inode"
+  ],
+  "title": "DirectoryIdentity",
+  "type": "object"
+}

removedOutput schema / $defs / DiscoverArtifactsRecovery

Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "kind": {
-      "const": "discover_artifacts",
-      "title": "Kind",
-      "type": "string"
-    },
-    "next_tool": {
-      "const": "list_artifacts",
-      "title": "Next Tool",
-      "type": "string"
-    },
-    "retry_after_ms": {
-      "default": null,
-      "title": "Retry After Ms",
-      "type": "null"
-    },
-    "safe_to_repeat_same_call": {
-      "const": false,
-      "default": false,
-      "title": "Safe To Repeat Same Call",
-      "type": "boolean"
-    }
-  },
-  "required": [
-    "kind",
-    "next_tool"
-  ],
-  "title": "DiscoverArtifactsRecovery",
-  "type": "object"
-}

removedOutput schema / $defs / DiscoverRunsRecovery

Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "kind": {
-      "const": "discover_runs",
-      "title": "Kind",
-      "type": "string"
-    },
-    "next_tool": {
-      "const": "list_runs",
-      "title": "Next Tool",
-      "type": "string"
-    },
-    "retry_after_ms": {
-      "default": null,
-      "title": "Retry After Ms",
-      "type": "null"
-    },
-    "safe_to_repeat_same_call": {
-      "const": false,
-      "default": false,
-      "title": "Safe To Repeat Same Call",
-      "type": "boolean"
-    }
-  },
-  "required": [
-    "kind",
-    "next_tool"
-  ],
-  "title": "DiscoverRunsRecovery",
-  "type": "object"
-}

removedOutput schema / $defs / DiscoverWorkflowsRecovery

Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "kind": {
-      "const": "discover_workflows",
-      "title": "Kind",
-      "type": "string"
-    },
-    "next_tool": {
-      "enum": [
-        "list_declared_workflows",
-        "get_declared_workflow"
-      ],
-      "title": "Next Tool",
-      "type": "string"
-    },
-    "retry_after_ms": {
-      "default": null,
-      "title": "Retry After Ms",
-      "type": "null"
-    },
-    "safe_to_repeat_same_call": {
-      "const": false,
-      "default": false,
-      "title": "Safe To Repeat Same Call",
-      "type": "boolean"
-    }
-  },
-  "required": [
-    "kind",
-    "next_tool"
-  ],
-  "title": "DiscoverWorkflowsRecovery",
-  "type": "object"
-}

changedOutput schema / $defs / ErrorCode / enum

Previous value: -[
-  "INVALID_ARGUMENTS",
-  "WORKSPACE_NOT_FOUND",
-  "WORKSPACE_INVALID",
-  "RUN_NOT_FOUND",
-  "CAPABILITY_UNAVAILABLE",
-  "INVALID_CAPTURE_PLAN",
-  "EXECUTION_REFUSED",
-  "PROCESS_FAILED",
-  "PROCESS_TIMEOUT",
-  "PROCESS_CANCELLED",
-  "ARTIFACT_TOO_LARGE",
-  "ARTIFACT_INTEGRITY_FAILED",
-  "ARTIFACT_PARSE_FAILED",
-  "EVIDENCE_SCHEMA_MISMATCH",
-  "COMPARISON_INVALID",
-  "QUERY_BUDGET_EXCEEDED",
-  "STORAGE_QUOTA_EXCEEDED",
-  "WRITE_LOCK_TIMEOUT",
-  "SENSITIVE_ARTIFACT_REFUSED",
-  "REVISION_CONFLICT",
-  "STALE_CURSOR",
-  "INTERNAL_ERROR"
-]New value: +[
+  "INVALID_ARGUMENTS",
+  "WORKSPACE_NOT_FOUND",
+  "WORKSPACE_INVALID",
+  "RUN_NOT_FOUND",
+  "CAPABILITY_UNAVAILABLE",
+  "INVALID_CAPTURE_PLAN",
+  "PLAN_ID_MISMATCH",
+  "PLAN_TOKEN_UNKNOWN",
+  "PLAN_TOKEN_EXPIRED",
+  "PLAN_TOKEN_CONSUMED",
+  "EXECUTION_REFUSED",
+  "PROCESS_FAILED",
+  "PROCESS_TIMEOUT",
+  "PROCESS_CANCELLED",
+  "ARTIFACT_TOO_LARGE",
+  "ARTIFACT_NOT_FOUND",
+  "ARTIFACT_INTEGRITY_FAILED",
+  "ARTIFACT_PARSE_FAILED",
+  "ADAPTER_INCOMPATIBLE",
+  "EVIDENCE_SCHEMA_MISMATCH",
+  "COMPARISON_INVALID",
+  "QUERY_BUDGET_EXCEEDED",
+  "STORAGE_QUOTA_EXCEEDED",
+  "WRITE_LOCK_TIMEOUT",
+  "LOCK_ORDER_VIOLATION",
+  "SENSITIVE_ARTIFACT_REFUSED",
+  "REVISION_CONFLICT",
+  "STALE_CURSOR",
+  "INTERNAL_ERROR"
+]

addedOutput schema / $defs / ExecutableIdentity

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "device": {
+      "minimum": 0,
+      "title": "Device",
+      "type": "integer"
+    },
+    "inode": {
+      "minimum": 0,
+      "title": "Inode",
+      "type": "integer"
+    },
+    "mode": {
+      "minimum": 0,
+      "title": "Mode",
+      "type": "integer"
+    },
+    "modified_ns": {
+      "minimum": 0,
+      "title": "Modified Ns",
+      "type": "integer"
+    },
+    "sha256": {
+      "title": "Sha256",
+      "type": "string"
+    },
+    "size": {
+      "minimum": 0,
+      "title": "Size",
+      "type": "integer"
+    }
+  },
+  "required": [
+    "sha256",
+    "size",
+    "mode",
+    "device",
+    "inode",
+    "modified_ns"
+  ],
+  "title": "ExecutableIdentity",
+  "type": "object"
+}

addedOutput schema / $defs / ExecutablePolicyDecision

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "allowed": {
+      "title": "Allowed",
+      "type": "boolean"
+    },
+    "matched_root": {
+      "anyOf": [
+        {
+          "format": "path",
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Matched Root"
+    },
+    "policy": {
+      "$ref": "#/$defs/ExecutableTrustPolicy"
+    }
+  },
+  "required": [
+    "policy",
+    "allowed"
+  ],
+  "title": "ExecutablePolicyDecision",
+  "type": "object"
+}

addedOutput schema / $defs / ExecutableResolutionOrigin

Added value: +{
+  "enum": [
+    "explicit_path",
+    "path_search"
+  ],
+  "title": "ExecutableResolutionOrigin",
+  "type": "string"
+}

addedOutput schema / $defs / ExecutableTrustPolicy

Added value: +{
+  "enum": [
+    "project_bound",
+    "managed_tool",
+    "trusted_host_tool",
+    "exact_path"
+  ],
+  "title": "ExecutableTrustPolicy",
+  "type": "string"
+}

removedOutput schema / $defs / ExtractPerfettoRecovery

Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "context": {
-      "anyOf": [
-        {
-          "$ref": "#/$defs/ExtractPerfettoRecoveryContext"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "default": null
-    },
-    "kind": {
-      "const": "extract_perfetto",
-      "title": "Kind",
-      "type": "string"
-    },
-    "next_tool": {
-      "const": "extract_perfetto",
-      "title": "Next Tool",
-      "type": "string"
-    },
-    "retry_after_ms": {
-      "default": null,
-      "title": "Retry After Ms",
-      "type": "null"
-    },
-    "safe_to_repeat_same_call": {
-      "const": true,
-      "default": true,
-      "title": "Safe To Repeat Same Call",
-      "type": "boolean"
-    }
-  },
-  "required": [
-    "kind",
-    "next_tool"
-  ],
-  "title": "ExtractPerfettoRecovery",
-  "type": "object"
-}

removedOutput schema / $defs / ExtractPerfettoRecoveryContext

Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "kind": {
-      "const": "extract_perfetto",
-      "title": "Kind",
-      "type": "string"
-    },
-    "run_id": {
-      "minLength": 1,
-      "title": "Run Id",
-      "type": "string"
-    }
-  },
-  "required": [
-    "kind",
-    "run_id"
-  ],
-  "title": "ExtractPerfettoRecoveryContext",
-  "type": "object"
-}

removedOutput schema / $defs / FailurePayload / properties / schema_version

Removed value: -{
-  "const": 1,
-  "title": "Schema Version",
-  "type": "integer"
-}

changedOutput schema / $defs / FailurePayload / required

Previous value: -[
-  "schema_version",
-  "ok",
-  "result",
-  "error"
-]New value: +[
+  "ok",
+  "result",
+  "error"
+]

removedOutput schema / $defs / ImportArtifactRecovery

Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "kind": {
-      "const": "import_artifact",
-      "title": "Kind",
-      "type": "string"
-    },
-    "next_tool": {
-      "const": "import_artifact",
-      "title": "Next Tool",
-      "type": "string"
-    },
-    "retry_after_ms": {
-      "default": null,
-      "title": "Retry After Ms",
-      "type": "null"
-    },
-    "safe_to_repeat_same_call": {
-      "const": false,
-      "default": false,
-      "title": "Safe To Repeat Same Call",
-      "type": "boolean"
-    }
-  },
-  "required": [
-    "kind",
-    "next_tool"
-  ],
-  "title": "ImportArtifactRecovery",
-  "type": "object"
-}

addedOutput schema / $defs / InferenceEndpointType

Added value: +{
+  "enum": [
+    "chat",
+    "completions"
+  ],
+  "title": "InferenceEndpointType",
+  "type": "string"
+}

removedOutput schema / $defs / InferenceProfilingPlan

Removed value: -{
-  "oneOf": [
-    {
-      "$ref": "#/$defs/VllmTorchProfilingPlan"
-    },
-    {
-      "$ref": "#/$defs/SglangTorchProfilingPlan"
-    },
-    {
-      "$ref": "#/$defs/NsightSystemsProfilingPlan"
-    }
-  ]
-}

addedOutput schema / $defs / InferenceScenarioPlan

Added value: +{
+  "discriminator": {
+    "mapping": {
+      "aiperf": "#/$defs/AIPerfScenarioPlan",
+      "sglang_bench": "#/$defs/SglangBenchScenarioPlan",
+      "vllm_bench": "#/$defs/VllmBenchScenarioPlan"
+    },
+    "propertyName": "provider"
+  },
+  "oneOf": [
+    {
+      "$ref": "#/$defs/AIPerfScenarioPlan"
+    },
+    {
+      "$ref": "#/$defs/VllmBenchScenarioPlan"
+    },
+    {
+      "$ref": "#/$defs/SglangBenchScenarioPlan"
+    }
+  ]
+}

addedOutput schema / $defs / InferenceServerMode

Added value: +{
+  "enum": [
+    "managed",
+    "existing_local"
+  ],
+  "title": "InferenceServerMode",
+  "type": "string"
+}

addedOutput schema / $defs / InferenceServerProvider

Added value: +{
+  "enum": [
+    "vllm",
+    "sglang"
+  ],
+  "title": "InferenceServerProvider",
+  "type": "string"
+}

removedOutput schema / $defs / InitializeWorkspaceRecovery

Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "kind": {
-      "const": "initialize_workspace",
-      "title": "Kind",
-      "type": "string"
-    },
-    "next_tool": {
-      "const": "initialize_workspace",
-      "title": "Next Tool",
-      "type": "string"
-    },
-    "retry_after_ms": {
-      "default": null,
-      "title": "Retry After Ms",
-      "type": "null"
-    },
-    "safe_to_repeat_same_call": {
-      "const": false,
-      "default": false,
-      "title": "Safe To Repeat Same Call",
-      "type": "boolean"
-    }
-  },
-  "required": [
-    "kind",
-    "next_tool"
-  ],
-  "title": "InitializeWorkspaceRecovery",
-  "type": "object"
-}

removedOutput schema / $defs / InspectCapabilitiesRecovery

Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "kind": {
-      "const": "inspect_capabilities",
-      "title": "Kind",
-      "type": "string"
-    },
-    "next_tool": {
-      "const": "list_capabilities",
-      "title": "Next Tool",
-      "type": "string"
-    },
-    "retry_after_ms": {
-      "default": null,
-      "title": "Retry After Ms",
-      "type": "null"
-    },
-    "safe_to_repeat_same_call": {
-      "const": false,
-      "default": false,
-      "title": "Safe To Repeat Same Call",
-      "type": "boolean"
-    }
-  },
-  "required": [
-    "kind",
-    "next_tool"
-  ],
-  "title": "InspectCapabilitiesRecovery",
-  "type": "object"
-}

removedOutput schema / $defs / InspectWorkloadConfigurationRecovery

Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "kind": {
-      "const": "inspect_workload_configuration",
-      "title": "Kind",
-      "type": "string"
-    },
-    "next_tool": {
-      "const": "workload_configuration_status",
-      "title": "Next Tool",
-      "type": "string"
-    },
-    "retry_after_ms": {
-      "default": null,
-      "title": "Retry After Ms",
-      "type": "null"
-    },
-    "safe_to_repeat_same_call": {
-      "const": false,
-      "default": false,
-      "title": "Safe To Repeat Same Call",
-      "type": "boolean"
-    }
-  },
-  "required": [
-    "kind",
-    "next_tool"
-  ],
-  "title": "InspectWorkloadConfigurationRecovery",
-  "type": "object"
-}

removedOutput schema / $defs / ManualConfigurationRecoveryContext

Removed value: -{
-  "additionalProperties": false,
-  "description": "Typed context for configuration that cannot be safely rewritten by MCP.",
-  "properties": {
-    "config_path": {
-      "const": "flameox.toml",
-      "default": "flameox.toml",
-      "title": "Config Path",
-      "type": "string"
-    },
-    "diagnostic": {
-      "maxLength": 500,
-      "title": "Diagnostic",
-      "type": "string"
-    },
-    "kind": {
-      "const": "manual_configuration",
-      "title": "Kind",
-      "type": "string"
-    },
-    "verification_tool": {
-      "const": "workload_configuration_status",
-      "default": "workload_configuration_status",
-      "title": "Verification Tool",
-      "type": "string"
-    }
-  },
-  "required": [
-    "kind",
-    "diagnostic"
-  ],
-  "title": "ManualConfigurationRecoveryContext",
-  "type": "object"
-}

removedOutput schema / $defs / ManualRecovery

Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "context": {
-      "anyOf": [
-        {
-          "$ref": "#/$defs/ManualConfigurationRecoveryContext"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "default": null
-    },
-    "kind": {
-      "const": "manual",
-      "title": "Kind",
-      "type": "string"
-    },
-    "next_tool": {
-      "default": null,
-      "title": "Next Tool",
-      "type": "null"
-    },
-    "retry_after_ms": {
-      "default": null,
-      "title": "Retry After Ms",
-      "type": "null"
-    },
-    "safe_to_repeat_same_call": {
-      "const": false,
-      "default": false,
-      "title": "Safe To Repeat Same Call",
-      "type": "boolean"
-    }
-  },
-  "required": [
-    "kind"
-  ],
-  "title": "ManualRecovery",
-  "type": "object"
-}

removedOutput schema / $defs / NsightSystemsProfilingPlan / properties / benchmark_executable_digest

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "title": "Benchmark Executable Digest"
-}

addedOutput schema / $defs / NsightSystemsProfilingPlan / properties / launch_executable_binding
```
Added value: +{
+  "$ref": "#/$defs/ResolvedExecutable"
+}
```

addedOutput schema / $defs / NsightSystemsProfilingPlan / properties / measurement_run_id

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Measurement Run Id"
+}

addedOutput schema / $defs / NsightSystemsProfilingPlan / properties / nsys_executable_binding
```
Added value: +{
+  "$ref": "#/$defs/ResolvedExecutable"
+}
```
addedOutput schema / $defs / NsightSystemsProfilingPlan / properties / output_relative_path
```
Added value: +{
+  "title": "Output Relative Path",
+  "type": "string"
+}
```
addedOutput schema / $defs / NsightSystemsProfilingPlan / properties / output_root
```
Added value: +{
+  "$ref": "#/$defs/BoundDirectoryReference"
+}
```

addedOutput schema / $defs / NsightSystemsProfilingPlan / properties / plan_token

Added value: +{
+  "default": "",
+  "title": "Plan Token",
+  "type": "string"
+}

addedOutput schema / $defs / NsightSystemsProfilingPlan / properties / scenario_name

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Scenario Name"
+}

addedOutput schema / $defs / NsightSystemsProfilingPlan / properties / scenario_plan

Added value: +{
+  "anyOf": [
+    {
+      "$ref": "#/$defs/InferenceScenarioPlan"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null
+}

removedOutput schema / $defs / NsightSystemsProfilingPlan / properties / schema_version

Removed value: -{
-  "const": 1,
-  "default": 1,
-  "title": "Schema Version",
-  "type": "integer"
-}

addedOutput schema / $defs / NsightSystemsProfilingPlan / properties / server_executable_binding
```
Added value: +{
+  "$ref": "#/$defs/ResolvedExecutable"
+}
```

removedOutput schema / $defs / NsightSystemsProfilingPlan / properties / server_executable_digest

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "title": "Server Executable Digest"
-}

addedOutput schema / $defs / NsightSystemsProfilingPlan / properties / server_provider / $ref
```
Added value: +"#/$defs/InferenceServerProvider"
```
removedOutput schema / $defs / NsightSystemsProfilingPlan / properties / server_provider / enum
```
Removed value: -[
-  "vllm",
-  "sglang"
-]
```
removedOutput schema / $defs / NsightSystemsProfilingPlan / properties / server_provider / title
```
Removed value: -"Server Provider"
```
removedOutput schema / $defs / NsightSystemsProfilingPlan / properties / server_provider / type
```
Removed value: -"string"
```

removedOutput schema / $defs / NsightSystemsProfilingPlan / properties / server_version

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "title": "Server Version"
-}

addedOutput schema / $defs / NsightSystemsProfilingPlan / properties / symbol_resolution

Added value: +{
+  "const": "disabled",
+  "default": "disabled",
+  "title": "Symbol Resolution",
+  "type": "string"
+}

addedOutput schema / $defs / NsightSystemsProfilingPlan / properties / timeout_seconds

Added value: +{
+  "anyOf": [
+    {
+      "type": "number"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Timeout Seconds"
+}

changedOutput schema / $defs / NsightSystemsProfilingPlan / required

Previous value: -[
-  "plan_id",
-  "server_name",
-  "base_url",
-  "server_argv",
-  "server_cwd",
-  "environment_names",
-  "environment_digest",
-  "output_path",
-  "configuration_id",
-  "limitations",
-  "server_provider",
-  "nsys_executable"
-]New value: +[
+  "plan_id",
+  "server_name",
+  "base_url",
+  "server_argv",
+  "server_executable_binding",
+  "launch_executable_binding",
+  "server_cwd",
+  "environment_names",
+  "environment_digest",
+  "output_root",
+  "output_relative_path",
+  "output_path",
+  "configuration_id",
+  "limitations",
+  "server_provider",
+  "nsys_executable",
+  "nsys_executable_binding"
+]

removedOutput schema / $defs / PrepareAdapterRecovery

Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "kind": {
-      "const": "prepare_adapter",
-      "title": "Kind",
-      "type": "string"
-    },
-    "next_tool": {
-      "const": "prepare_adapter",
-      "title": "Next Tool",
-      "type": "string"
-    },
-    "retry_after_ms": {
-      "default": null,
-      "title": "Retry After Ms",
-      "type": "null"
-    },
-    "safe_to_repeat_same_call": {
-      "const": true,
-      "default": true,
-      "title": "Safe To Repeat Same Call",
-      "type": "boolean"
-    }
-  },
-  "required": [
-    "kind",
-    "next_tool"
-  ],
-  "title": "PrepareAdapterRecovery",
-  "type": "object"
-}

removedOutput schema / $defs / PrepareWorkloadDependenciesRecovery

Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "kind": {
-      "const": "prepare_workload_dependencies",
-      "title": "Kind",
-      "type": "string"
-    },
-    "next_tool": {
-      "const": "prepare_workload_dependencies",
-      "title": "Next Tool",
-      "type": "string"
-    },
-    "retry_after_ms": {
-      "default": null,
-      "title": "Retry After Ms",
-      "type": "null"
-    },
-    "safe_to_repeat_same_call": {
-      "const": true,
-      "default": true,
-      "title": "Safe To Repeat Same Call",
-      "type": "boolean"
-    }
-  },
-  "required": [
-    "kind",
-    "next_tool"
-  ],
-  "title": "PrepareWorkloadDependenciesRecovery",
-  "type": "object"
-}

removedOutput schema / $defs / RecoveryAction / discriminator / mapping / configure_inference
```
Removed value: -"#/$defs/ConfigureInferenceRecovery"
```
removedOutput schema / $defs / RecoveryAction / discriminator / mapping / configure_workload
```
Removed value: -"#/$defs/ConfigureWorkloadRecovery"
```
removedOutput schema / $defs / RecoveryAction / discriminator / mapping / discover_artifacts
```
Removed value: -"#/$defs/DiscoverArtifactsRecovery"
```
removedOutput schema / $defs / RecoveryAction / discriminator / mapping / discover_runs
```
Removed value: -"#/$defs/DiscoverRunsRecovery"
```
removedOutput schema / $defs / RecoveryAction / discriminator / mapping / discover_workflows
```
Removed value: -"#/$defs/DiscoverWorkflowsRecovery"
```
addedOutput schema / $defs / RecoveryAction / discriminator / mapping / external
```
Added value: +"#/$defs/RecoveryExternalAction"
```
removedOutput schema / $defs / RecoveryAction / discriminator / mapping / extract_perfetto
```
Removed value: -"#/$defs/ExtractPerfettoRecovery"
```
removedOutput schema / $defs / RecoveryAction / discriminator / mapping / import_artifact
```
Removed value: -"#/$defs/ImportArtifactRecovery"
```
removedOutput schema / $defs / RecoveryAction / discriminator / mapping / initialize_workspace
```
Removed value: -"#/$defs/InitializeWorkspaceRecovery"
```
removedOutput schema / $defs / RecoveryAction / discriminator / mapping / inspect_capabilities
```
Removed value: -"#/$defs/InspectCapabilitiesRecovery"
```
removedOutput schema / $defs / RecoveryAction / discriminator / mapping / inspect_workload_configuration
```
Removed value: -"#/$defs/InspectWorkloadConfigurationRecovery"
```

changedOutput schema / $defs / RecoveryAction / discriminator / mapping / manual

Previous value: -"#/$defs/ManualRecovery"New value: +"#/$defs/RecoveryManualAction"

removedOutput schema / $defs / RecoveryAction / discriminator / mapping / prepare_adapter
```
Removed value: -"#/$defs/PrepareAdapterRecovery"
```
removedOutput schema / $defs / RecoveryAction / discriminator / mapping / prepare_workload_dependencies
```
Removed value: -"#/$defs/PrepareWorkloadDependenciesRecovery"
```
changedOutput schema / $defs / RecoveryAction / discriminator / mapping / repeat_same_call
```
Previous value: -"#/$defs/RepeatSameCallRecovery"New value: +"#/$defs/RetryRecovery"
```
removedOutput schema / $defs / RecoveryAction / discriminator / mapping / replan_capture
```
Removed value: -"#/$defs/ReplanCaptureRecovery"
```
removedOutput schema / $defs / RecoveryAction / discriminator / mapping / replan_inference
```
Removed value: -"#/$defs/ReplanInferenceRecovery"
```
removedOutput schema / $defs / RecoveryAction / discriminator / mapping / start_capability_setup
```
Removed value: -"#/$defs/StartCapabilitySetupRecovery"
```
addedOutput schema / $defs / RecoveryAction / discriminator / mapping / tool
```
Added value: +"#/$defs/RecoveryToolAction"
```
changedOutput schema / $defs / RecoveryAction / discriminator / mapping / wait_then_repeat
```
Previous value: -"#/$defs/WaitThenRepeatRecovery"New value: +"#/$defs/RetryRecovery"
```

changedOutput schema / $defs / RecoveryAction / oneOf

Previous value: -[
-  {
-    "$ref": "#/$defs/RepeatSameCallRecovery"
-  },
-  {
-    "$ref": "#/$defs/WaitThenRepeatRecovery"
-  },
-  {
-    "$ref": "#/$defs/ReplanCaptureRecovery"
-  },
-  {
-    "$ref": "#/$defs/InitializeWorkspaceRecovery"
-  },
-  {
-    "$ref": "#/$defs/ConfigureWorkloadRecovery"
-  },
-  {
-    "$ref": "#/$defs/InspectWorkloadConfigurationRecovery"
-  },
-  {
-    "$ref": "#/$defs/StartCapabilitySetupRecovery"
-  },
-  {
-    "$ref": "#/$defs/PrepareAdapterRecovery"
-  },
-  {
-    "$ref": "#/$defs/PrepareWorkloadDependenciesRecovery"
-  },
-  {
-    "$ref": "#/$defs/InspectCapabilitiesRecovery"
-  },
-  {
-    "$ref": "#/$defs/DiscoverWorkflowsRecovery"
-  },
-  {
-    "$ref": "#/$defs/DiscoverRunsRecovery"
-  },
-  {
-    "$ref": "#/$defs/DiscoverArtifactsRecovery"
-  },
-  {
-    "$ref": "#/$defs/ImportArtifactRecovery"
-  },
-  {
-    "$ref": "#/$defs/ExtractPerfettoRecovery"
-  },
-  {
-    "$ref": "#/$defs/ConfigureInferenceRecovery"
-  },
-  {
-    "$ref": "#/$defs/ReplanInferenceRecovery"
-  },
-  {
-    "$ref": "#/$defs/ManualRecovery"
-  }
-]New value: +[
+  {
+    "$ref": "#/$defs/RetryRecovery"
+  },
+  {
+    "$ref": "#/$defs/RecoveryToolAction"
+  },
+  {
+    "$ref": "#/$defs/RecoveryManualAction"
+  },
+  {
+    "$ref": "#/$defs/RecoveryExternalAction"
+  }
+]

addedOutput schema / $defs / RecoveryExternalAction

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "instruction": {
+      "maxLength": 500,
+      "minLength": 1,
+      "title": "Instruction",
+      "type": "string"
+    },
+    "kind": {
+      "const": "external",
+      "default": "external",
+      "title": "Kind",
+      "type": "string"
+    },
+    "retry_after_ms": {
+      "default": null,
+      "title": "Retry After Ms",
+      "type": "null"
+    },
+    "safe_to_repeat_same_call": {
+      "const": false,
+      "default": false,
+      "title": "Safe To Repeat Same Call",
+      "type": "boolean"
+    },
+    "system": {
+      "maxLength": 100,
+      "minLength": 1,
+      "title": "System",
+      "type": "string"
+    }
+  },
+  "required": [
+    "instruction",
+    "system"
+  ],
+  "title": "RecoveryExternalAction",
+  "type": "object"
+}

addedOutput schema / $defs / RecoveryManualAction

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "instruction": {
+      "maxLength": 500,
+      "minLength": 1,
+      "title": "Instruction",
+      "type": "string"
+    },
+    "kind": {
+      "const": "manual",
+      "default": "manual",
+      "title": "Kind",
+      "type": "string"
+    },
+    "missing_arguments": {
+      "default": [],
+      "items": {
+        "type": "string"
+      },
+      "title": "Missing Arguments",
+      "type": "array"
+    },
+    "retry_after_ms": {
+      "default": null,
+      "title": "Retry After Ms",
+      "type": "null"
+    },
+    "safe_to_repeat_same_call": {
+      "const": false,
+      "default": false,
+      "title": "Safe To Repeat Same Call",
+      "type": "boolean"
+    }
+  },
+  "required": [
+    "instruction"
+  ],
+  "title": "RecoveryManualAction",
+  "type": "object"
+}

addedOutput schema / $defs / RecoveryToolAction

Added value: +{
+  "additionalProperties": false,
+  "description": "One executable MCP recovery action with a concrete tool name.",
+  "properties": {
+    "arguments": {
+      "additionalProperties": true,
+      "title": "Arguments",
+      "type": "object"
+    },
+    "kind": {
+      "const": "tool",
+      "default": "tool",
+      "title": "Kind",
+      "type": "string"
+    },
+    "retry_after_ms": {
+      "default": null,
+      "title": "Retry After Ms",
+      "type": "null"
+    },
+    "safe_to_repeat_same_call": {
+      "const": false,
+      "default": false,
+      "title": "Safe To Repeat Same Call",
+      "type": "boolean"
+    },
+    "tool_name": {
+      "$ref": "#/$defs/ToolName"
+    }
+  },
+  "required": [
+    "tool_name"
+  ],
+  "title": "RecoveryToolAction",
+  "type": "object"
+}

removedOutput schema / $defs / RepeatSameCallRecovery

Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "kind": {
-      "const": "repeat_same_call",
-      "title": "Kind",
-      "type": "string"
-    },
-    "next_tool": {
-      "default": null,
-      "title": "Next Tool",
-      "type": "null"
-    },
-    "retry_after_ms": {
-      "minimum": 0,
-      "title": "Retry After Ms",
-      "type": "integer"
-    },
-    "safe_to_repeat_same_call": {
-      "const": true,
-      "default": true,
-      "title": "Safe To Repeat Same Call",
-      "type": "boolean"
-    }
-  },
-  "required": [
-    "kind",
-    "retry_after_ms"
-  ],
-  "title": "RepeatSameCallRecovery",
-  "type": "object"
-}

removedOutput schema / $defs / ReplanCaptureRecovery

Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "kind": {
-      "const": "replan_capture",
-      "title": "Kind",
-      "type": "string"
-    },
-    "next_tool": {
-      "const": "plan_capture",
-      "title": "Next Tool",
-      "type": "string"
-    },
-    "retry_after_ms": {
-      "default": null,
-      "title": "Retry After Ms",
-      "type": "null"
-    },
-    "safe_to_repeat_same_call": {
-      "const": false,
-      "default": false,
-      "title": "Safe To Repeat Same Call",
-      "type": "boolean"
-    }
-  },
-  "required": [
-    "kind",
-    "next_tool"
-  ],
-  "title": "ReplanCaptureRecovery",
-  "type": "object"
-}

removedOutput schema / $defs / ReplanInferenceRecovery

Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "kind": {
-      "const": "replan_inference",
-      "title": "Kind",
-      "type": "string"
-    },
-    "next_tool": {
-      "const": "plan_inference_scenario",
-      "title": "Next Tool",
-      "type": "string"
-    },
-    "retry_after_ms": {
-      "default": null,
-      "title": "Retry After Ms",
-      "type": "null"
-    },
-    "safe_to_repeat_same_call": {
-      "const": false,
-      "default": false,
-      "title": "Safe To Repeat Same Call",
-      "type": "boolean"
-    }
-  },
-  "required": [
-    "kind",
-    "next_tool"
-  ],
-  "title": "ReplanInferenceRecovery",
-  "type": "object"
-}

addedOutput schema / $defs / ResolvedExecutable

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "canonical_target": {
+      "format": "path",
+      "title": "Canonical Target",
+      "type": "string"
+    },
+    "identity": {
+      "$ref": "#/$defs/ExecutableIdentity"
+    },
+    "invocation_path": {
+      "format": "path",
+      "title": "Invocation Path",
+      "type": "string"
+    },
+    "matched_path_entry": {
+      "anyOf": [
+        {
+          "format": "path",
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Matched Path Entry"
+    },
+    "origin": {
+      "$ref": "#/$defs/ExecutableResolutionOrigin"
+    },
+    "policy_decision": {
+      "$ref": "#/$defs/ExecutablePolicyDecision"
+    },
+    "requested_token": {
+      "title": "Requested Token",
+      "type": "string"
+    }
+  },
+  "required": [
+    "requested_token",
+    "invocation_path",
+    "canonical_target",
+    "origin",
+    "identity",
+    "policy_decision"
+  ],
+  "title": "ResolvedExecutable",
+  "type": "object"
+}

addedOutput schema / $defs / RetryRecovery

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "kind": {
+      "enum": [
+        "repeat_same_call",
+        "wait_then_repeat"
+      ],
+      "title": "Kind",
+      "type": "string"
+    },
+    "retry_after_ms": {
+      "minimum": 0,
+      "title": "Retry After Ms",
+      "type": "integer"
+    },
+    "safe_to_repeat_same_call": {
+      "const": true,
+      "default": true,
+      "title": "Safe To Repeat Same Call",
+      "type": "boolean"
+    }
+  },
+  "required": [
+    "kind",
+    "retry_after_ms"
+  ],
+  "title": "RetryRecovery",
+  "type": "object"
+}

addedOutput schema / $defs / SglangBenchScenarioPlan

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "argv": {
+      "items": {
+        "type": "string"
+      },
+      "maxItems": 1024,
+      "minItems": 1,
+      "title": "Argv",
+      "type": "array"
+    },
+    "base_url": {
+      "title": "Base Url",
+      "type": "string"
+    },
+    "benchmark_capabilities": {
+      "items": {
+        "type": "string"
+      },
+      "maxItems": 32,
+      "minItems": 1,
+      "title": "Benchmark Capabilities",
+      "type": "array"
+    },
+    "burstiness": {
+      "const": null,
+      "default": null,
+      "title": "Burstiness",
+      "type": "null"
+    },
+    "concurrency": {
+      "anyOf": [
+        {
+          "exclusiveMinimum": 0,
+          "maximum": 100000,
+          "type": "integer"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Concurrency"
+    },
+    "configuration_id": {
+      "title": "Configuration Id",
+      "type": "string"
+    },
+    "created_at": {
+      "format": "date-time",
+      "title": "Created At",
+      "type": "string"
+    },
+    "deadline_at": {
+      "format": "date-time",
+      "title": "Deadline At",
+      "type": "string"
+    },
+    "endpoint_type": {
+      "$ref": "#/$defs/InferenceEndpointType",
+      "default": "chat"
+    },
+    "executable_binding": {
+      "$ref": "#/$defs/ResolvedExecutable"
+    },
+    "exploratory_reason": {
+      "maxLength": 500,
+      "minLength": 1,
+      "title": "Exploratory Reason",
+      "type": "string"
+    },
+    "health_ready": {
+      "anyOf": [
+        {
+          "type": "boolean"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Health Ready"
+    },
+    "model": {
+      "maxLength": 500,
+      "minLength": 1,
+      "title": "Model",
+      "type": "string"
+    },
+    "model_revision": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Model Revision"
+    },
+    "num_prompts": {
+      "default": 1,
+      "exclusiveMinimum": 0,
+      "maximum": 10000000,
+      "title": "Num Prompts",
+      "type": "integer"
+    },
+    "output_path": {
+      "title": "Output Path",
+      "type": "string"
+    },
+    "output_relative_path": {
+      "pattern": "^[A-Za-z0-9][A-Za-z0-9._-]{0,99}$",
+      "title": "Output Relative Path",
+      "type": "string"
+    },
+    "output_root": {
+      "$ref": "#/$defs/BoundDirectoryReference"
+    },
+    "plan_id": {
+      "title": "Plan Id",
+      "type": "string"
+    },
+    "plan_token": {
+      "default": "",
+      "title": "Plan Token",
+      "type": "string"
+    },
+    "probed_model_ids": {
+      "default": [],
+      "items": {
+        "type": "string"
+      },
+      "maxItems": 64,
+      "title": "Probed Model Ids",
+      "type": "array"
+    },
+    "provider": {
+      "const": "sglang_bench",
+      "title": "Provider",
+      "type": "string"
+    },
+    "provider_environment_id": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Provider Environment Id"
+    },
+    "provider_version": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Provider Version"
+    },
+    "quantization": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Quantization"
+    },
+    "random_input_len": {
+      "exclusiveMinimum": 0,
+      "maximum": 1000000,
+      "title": "Random Input Len",
+      "type": "integer"
+    },
+    "random_output_len": {
+      "exclusiveMinimum": 0,
+      "maximum": 1000000,
+      "title": "Random Output Len",
+      "type": "integer"
+    },
+    "random_range_ratio": {
+      "default": 1,
+      "exclusiveMinimum": 0,
+      "maximum": 1,
+      "title": "Random Range Ratio",
+      "type": "number"
+    },
+    "request_rate": {
+      "anyOf": [
+        {
+          "exclusiveMinimum": 0,
+          "maximum": 1000000,
+          "type": "number"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Request Rate"
+    },
+    "scenario_name": {
+      "title": "Scenario Name",
+      "type": "string"
+    },
+    "seed": {
+      "default": 0,
+      "maximum": 2147483647,
+      "minimum": 0,
+      "title": "Seed",
+      "type": "integer"
+    },
+    "semantic_oracle_workload": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Semantic Oracle Workload"
+    },
+    "server_executable_digest": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Server Executable Digest"
+    },
+    "server_mode": {
+      "$ref": "#/$defs/InferenceServerMode"
+    },
+    "server_name": {
+      "title": "Server Name",
+      "type": "string"
+    },
+    "server_provider": {
+      "const": "sglang",
+      "default": "sglang",
+      "title": "Server Provider",
+      "type": "string"
+    },
+    "speedup_ratio": {
+      "default": 1,
+      "maximum": 1,
+      "minimum": 1,
+      "title": "Speedup Ratio",
+      "type": "number"
+    },
+    "streaming": {
+      "const": true,
+      "default": true,
+      "title": "Streaming",
+      "type": "boolean"
+    },
+    "timeout_seconds": {
+      "exclusiveMinimum": 0,
+      "maximum": 86400,
+      "title": "Timeout Seconds",
+      "type": "number"
+    },
+    "tokenizer": {
+      "anyOf": [
+        {
+          "maxLength": 500,
+          "minLength": 1,
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Tokenizer"
+    },
+    "tokenizer_revision": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Tokenizer Revision"
+    },
+    "trace_artifact_id": {
+      "const": null,
+      "default": null,
+      "title": "Trace Artifact Id",
+      "type": "null"
+    },
+    "warmup_request_count": {
+      "default": 0,
+      "maximum": 1000000,
+      "minimum": 0,
+      "title": "Warmup Request Count",
+      "type": "integer"
+    }
+  },
+  "required": [
+    "plan_id",
+    "scenario_name",
+    "server_name",
+    "server_mode",
+    "base_url",
+    "model",
+    "executable_binding",
+    "argv",
+    "output_root",
+    "output_relative_path",
+    "output_path",
+    "timeout_seconds",
+    "deadline_at",
+    "exploratory_reason",
+    "configuration_id",
+    "provider",
+    "benchmark_capabilities",
+    "random_input_len",
+    "random_output_len"
+  ],
+  "title": "SglangBenchScenarioPlan",
+  "type": "object"
+}

changedOutput schema / $defs / SglangProfileOptions / description

Previous value: -"The only SGLang 0.5.16 profiler request Flameox permits in v1."New value: +"The SGLang Torch-profiler request Flameox supports."

removedOutput schema / $defs / SglangTorchProfilingPlan / properties / benchmark_executable_digest

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "title": "Benchmark Executable Digest"
-}

addedOutput schema / $defs / SglangTorchProfilingPlan / properties / launch_executable_binding
```
Added value: +{
+  "$ref": "#/$defs/ResolvedExecutable"
+}
```

addedOutput schema / $defs / SglangTorchProfilingPlan / properties / measurement_run_id

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Measurement Run Id"
+}

addedOutput schema / $defs / SglangTorchProfilingPlan / properties / nsys_executable_binding

Added value: +{
+  "const": null,
+  "default": null,
+  "title": "Nsys Executable Binding",
+  "type": "null"
+}

addedOutput schema / $defs / SglangTorchProfilingPlan / properties / output_relative_path
```
Added value: +{
+  "title": "Output Relative Path",
+  "type": "string"
+}
```
addedOutput schema / $defs / SglangTorchProfilingPlan / properties / output_root
```
Added value: +{
+  "$ref": "#/$defs/BoundDirectoryReference"
+}
```

addedOutput schema / $defs / SglangTorchProfilingPlan / properties / plan_token

Added value: +{
+  "default": "",
+  "title": "Plan Token",
+  "type": "string"
+}

addedOutput schema / $defs / SglangTorchProfilingPlan / properties / scenario_name

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Scenario Name"
+}

addedOutput schema / $defs / SglangTorchProfilingPlan / properties / scenario_plan

Added value: +{
+  "anyOf": [
+    {
+      "$ref": "#/$defs/InferenceScenarioPlan"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null
+}

removedOutput schema / $defs / SglangTorchProfilingPlan / properties / schema_version

Removed value: -{
-  "const": 1,
-  "default": 1,
-  "title": "Schema Version",
-  "type": "integer"
-}

addedOutput schema / $defs / SglangTorchProfilingPlan / properties / server_executable_binding
```
Added value: +{
+  "$ref": "#/$defs/ResolvedExecutable"
+}
```

removedOutput schema / $defs / SglangTorchProfilingPlan / properties / server_executable_digest

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "title": "Server Executable Digest"
-}

removedOutput schema / $defs / SglangTorchProfilingPlan / properties / server_version

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "title": "Server Version"
-}

addedOutput schema / $defs / SglangTorchProfilingPlan / properties / timeout_seconds

Added value: +{
+  "anyOf": [
+    {
+      "type": "number"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Timeout Seconds"
+}

changedOutput schema / $defs / SglangTorchProfilingPlan / required

Previous value: -[
-  "plan_id",
-  "server_name",
-  "base_url",
-  "server_argv",
-  "server_cwd",
-  "environment_names",
-  "environment_digest",
-  "output_path",
-  "configuration_id",
-  "limitations",
-  "sglang_profile_id",
-  "sglang_profile_options"
-]New value: +[
+  "plan_id",
+  "server_name",
+  "base_url",
+  "server_argv",
+  "server_executable_binding",
+  "launch_executable_binding",
+  "server_cwd",
+  "environment_names",
+  "environment_digest",
+  "output_root",
+  "output_relative_path",
+  "output_path",
+  "configuration_id",
+  "limitations",
+  "sglang_profile_id",
+  "sglang_profile_options"
+]

removedOutput schema / $defs / StartCapabilitySetupRecovery

Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "kind": {
-      "const": "start_capability_setup",
-      "title": "Kind",
-      "type": "string"
-    },
-    "next_tool": {
-      "const": "start_capability_setup",
-      "title": "Next Tool",
-      "type": "string"
-    },
-    "retry_after_ms": {
-      "default": null,
-      "title": "Retry After Ms",
-      "type": "null"
-    },
-    "safe_to_repeat_same_call": {
-      "const": true,
-      "default": true,
-      "title": "Safe To Repeat Same Call",
-      "type": "boolean"
-    }
-  },
-  "required": [
-    "kind",
-    "next_tool"
-  ],
-  "title": "StartCapabilitySetupRecovery",
-  "type": "object"
-}

removedOutput schema / $defs / SuccessPayload_InferenceProfilingPlan_ / properties / result / $ref
```
Removed value: -"#/$defs/InferenceProfilingPlan"
```

addedOutput schema / $defs / SuccessPayload_InferenceProfilingPlan_ / properties / result / oneOf

Added value: +[
+  {
+    "$ref": "#/$defs/VllmTorchProfilingPlan"
+  },
+  {
+    "$ref": "#/$defs/SglangTorchProfilingPlan"
+  },
+  {
+    "$ref": "#/$defs/NsightSystemsProfilingPlan"
+  }
+]

addedOutput schema / $defs / SuccessPayload_InferenceProfilingPlan_ / properties / result / title
```
Added value: +"Result"
```
removedOutput schema / $defs / SuccessPayload_InferenceProfilingPlan_ / properties / schema_version
```
Removed value: -{
-  "const": 1,
-  "title": "Schema Version",
-  "type": "integer"
-}
```

changedOutput schema / $defs / SuccessPayload_InferenceProfilingPlan_ / required

Previous value: -[
-  "schema_version",
-  "ok",
-  "result",
-  "error"
-]New value: +[
+  "ok",
+  "result",
+  "error"
+]

addedOutput schema / $defs / ToolName

Added value: +{
+  "enum": [
+    "initialize_workspace",
+    "workload_configuration_status",
+    "configure_workload",
+    "list_capabilities",
+    "start_capability_setup",
+    "get_capability_setup",
+    "prepare_adapter",
+    "prepare_workload_dependencies",
+    "list_declared_workflows",
+    "get_declared_workflow",
+    "plan_fault_experiment",
+    "plan_capture",
+    "start_detached_capture",
+    "get_detached_capture",
+    "rebuild_catalog",
+    "list_runs",
+    "list_artifacts",
+    "preview_artifact",
+    "get_native_viewer_plan",
+    "import_artifact",
+    "import_xctrace",
+    "extract_perfetto",
+    "extract_memray",
+    "get_extraction",
+    "extract_nsight_systems",
+    "extract_nsight_compute",
+    "extract_compute_sanitizer",
+    "configure_inference_server",
+    "list_inference_configurations",
+    "plan_inference_scenario",
+    "execute_reduction",
+    "get_reduction",
+    "analyze_memory",
+    "analyze_nsight_compute"
+  ],
+  "title": "ToolName",
+  "type": "string"
+}

addedOutput schema / $defs / VllmBenchScenarioPlan

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "argv": {
+      "items": {
+        "type": "string"
+      },
+      "maxItems": 1024,
+      "minItems": 1,
+      "title": "Argv",
+      "type": "array"
+    },
+    "base_url": {
+      "title": "Base Url",
+      "type": "string"
+    },
+    "burstiness": {
+      "anyOf": [
+        {
+          "exclusiveMinimum": 0,
+          "maximum": 1000000,
+          "type": "number"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Burstiness"
+    },
+    "concurrency": {
+      "anyOf": [
+        {
+          "exclusiveMinimum": 0,
+          "maximum": 100000,
+          "type": "integer"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Concurrency"
+    },
+    "configuration_id": {
+      "title": "Configuration Id",
+      "type": "string"
+    },
+    "created_at": {
+      "format": "date-time",
+      "title": "Created At",
+      "type": "string"
+    },
+    "deadline_at": {
+      "format": "date-time",
+      "title": "Deadline At",
+      "type": "string"
+    },
+    "endpoint_type": {
+      "$ref": "#/$defs/InferenceEndpointType",
+      "default": "chat"
+    },
+    "executable_binding": {
+      "$ref": "#/$defs/ResolvedExecutable"
+    },
+    "exploratory_reason": {
+      "maxLength": 500,
+      "minLength": 1,
+      "title": "Exploratory Reason",
+      "type": "string"
+    },
+    "health_ready": {
+      "anyOf": [
+        {
+          "type": "boolean"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Health Ready"
+    },
+    "model": {
+      "maxLength": 500,
+      "minLength": 1,
+      "title": "Model",
+      "type": "string"
+    },
+    "model_revision": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Model Revision"
+    },
+    "num_prompts": {
+      "default": 1,
+      "exclusiveMinimum": 0,
+      "maximum": 10000000,
+      "title": "Num Prompts",
+      "type": "integer"
+    },
+    "output_path": {
+      "title": "Output Path",
+      "type": "string"
+    },
+    "output_relative_path": {
+      "pattern": "^[A-Za-z0-9][A-Za-z0-9._-]{0,99}$",
+      "title": "Output Relative Path",
+      "type": "string"
+    },
+    "output_root": {
+      "$ref": "#/$defs/BoundDirectoryReference"
+    },
+    "plan_id": {
+      "title": "Plan Id",
+      "type": "string"
+    },
+    "plan_token": {
+      "default": "",
+      "title": "Plan Token",
+      "type": "string"
+    },
+    "probed_model_ids": {
+      "default": [],
+      "items": {
+        "type": "string"
+      },
+      "maxItems": 64,
+      "title": "Probed Model Ids",
+      "type": "array"
+    },
+    "provider": {
+      "const": "vllm_bench",
+      "title": "Provider",
+      "type": "string"
+    },
+    "provider_environment_id": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Provider Environment Id"
+    },
+    "provider_version": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Provider Version"
+    },
+    "quantization": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Quantization"
+    },
+    "random_input_len": {
+      "const": null,
+      "default": null,
+      "title": "Random Input Len",
+      "type": "null"
+    },
+    "random_output_len": {
+      "const": null,
+      "default": null,
+      "title": "Random Output Len",
+      "type": "null"
+    },
+    "random_range_ratio": {
+      "const": null,
+      "default": null,
+      "title": "Random Range Ratio",
+      "type": "null"
+    },
+    "request_rate": {
+      "anyOf": [
+        {
+          "exclusiveMinimum": 0,
+          "maximum": 1000000,
+          "type": "number"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Request Rate"
+    },
+    "scenario_name": {
+      "title": "Scenario Name",
+      "type": "string"
+    },
+    "seed": {
+      "default": 0,
+      "maximum": 2147483647,
+      "minimum": 0,
+      "title": "Seed",
+      "type": "integer"
+    },
+    "semantic_oracle_workload": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Semantic Oracle Workload"
+    },
+    "server_executable_digest": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Server Executable Digest"
+    },
+    "server_mode": {
+      "$ref": "#/$defs/InferenceServerMode"
+    },
+    "server_name": {
+      "title": "Server Name",
+      "type": "string"
+    },
+    "server_provider": {
+      "const": "vllm",
+      "default": "vllm",
+      "title": "Server Provider",
+      "type": "string"
+    },
+    "speedup_ratio": {
+      "default": 1,
+      "maximum": 1,
+      "minimum": 1,
+      "title": "Speedup Ratio",
+      "type": "number"
+    },
+    "streaming": {
+      "const": true,
+      "default": true,
+      "title": "Streaming",
+      "type": "boolean"
+    },
+    "timeout_seconds": {
+      "exclusiveMinimum": 0,
+      "maximum": 86400,
+      "title": "Timeout Seconds",
+      "type": "number"
+    },
+    "tokenizer": {
+      "anyOf": [
+        {
+          "maxLength": 500,
+          "minLength": 1,
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Tokenizer"
+    },
+    "tokenizer_revision": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Tokenizer Revision"
+    },
+    "trace_artifact_id": {
+      "const": null,
+      "default": null,
+      "title": "Trace Artifact Id",
+      "type": "null"
+    },
+    "warmup_request_count": {
+      "default": 0,
+      "maximum": 1000000,
+      "minimum": 0,
+      "title": "Warmup Request Count",
+      "type": "integer"
+    }
+  },
+  "required": [
+    "plan_id",
+    "scenario_name",
+    "server_name",
+    "server_mode",
+    "base_url",
+    "model",
+    "executable_binding",
+    "argv",
+    "output_root",
+    "output_relative_path",
+    "output_path",
+    "timeout_seconds",
+    "deadline_at",
+    "exploratory_reason",
+    "configuration_id",
+    "provider"
+  ],
+  "title": "VllmBenchScenarioPlan",
+  "type": "object"
+}

removedOutput schema / $defs / VllmTorchProfilingPlan / properties / benchmark_executable_digest

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "title": "Benchmark Executable Digest"
-}

addedOutput schema / $defs / VllmTorchProfilingPlan / properties / launch_executable_binding
```
Added value: +{
+  "$ref": "#/$defs/ResolvedExecutable"
+}
```

addedOutput schema / $defs / VllmTorchProfilingPlan / properties / measurement_run_id

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Measurement Run Id"
+}

addedOutput schema / $defs / VllmTorchProfilingPlan / properties / nsys_executable_binding

Added value: +{
+  "const": null,
+  "default": null,
+  "title": "Nsys Executable Binding",
+  "type": "null"
+}

addedOutput schema / $defs / VllmTorchProfilingPlan / properties / output_relative_path
```
Added value: +{
+  "title": "Output Relative Path",
+  "type": "string"
+}
```
addedOutput schema / $defs / VllmTorchProfilingPlan / properties / output_root
```
Added value: +{
+  "$ref": "#/$defs/BoundDirectoryReference"
+}
```

addedOutput schema / $defs / VllmTorchProfilingPlan / properties / plan_token

Added value: +{
+  "default": "",
+  "title": "Plan Token",
+  "type": "string"
+}

addedOutput schema / $defs / VllmTorchProfilingPlan / properties / scenario_name

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Scenario Name"
+}

addedOutput schema / $defs / VllmTorchProfilingPlan / properties / scenario_plan

Added value: +{
+  "anyOf": [
+    {
+      "$ref": "#/$defs/InferenceScenarioPlan"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null
+}

removedOutput schema / $defs / VllmTorchProfilingPlan / properties / schema_version

Removed value: -{
-  "const": 1,
-  "default": 1,
-  "title": "Schema Version",
-  "type": "integer"
-}

addedOutput schema / $defs / VllmTorchProfilingPlan / properties / server_executable_binding
```
Added value: +{
+  "$ref": "#/$defs/ResolvedExecutable"
+}
```

removedOutput schema / $defs / VllmTorchProfilingPlan / properties / server_executable_digest

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "title": "Server Executable Digest"
-}

removedOutput schema / $defs / VllmTorchProfilingPlan / properties / server_version

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "title": "Server Version"
-}

addedOutput schema / $defs / VllmTorchProfilingPlan / properties / timeout_seconds

Added value: +{
+  "anyOf": [
+    {
+      "type": "number"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Timeout Seconds"
+}

changedOutput schema / $defs / VllmTorchProfilingPlan / required

Previous value: -[
-  "plan_id",
-  "server_name",
-  "base_url",
-  "server_argv",
-  "server_cwd",
-  "environment_names",
-  "environment_digest",
-  "output_path",
-  "configuration_id",
-  "limitations"
-]New value: +[
+  "plan_id",
+  "server_name",
+  "base_url",
+  "server_argv",
+  "server_executable_binding",
+  "launch_executable_binding",
+  "server_cwd",
+  "environment_names",
+  "environment_digest",
+  "output_root",
+  "output_relative_path",
+  "output_path",
+  "configuration_id",
+  "limitations"
+]

removedOutput schema / $defs / WaitThenRepeatRecovery

Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "kind": {
-      "const": "wait_then_repeat",
-      "title": "Kind",
-      "type": "string"
-    },
-    "next_tool": {
-      "default": null,
-      "title": "Next Tool",
-      "type": "null"
-    },
-    "retry_after_ms": {
-      "minimum": 0,
-      "title": "Retry After Ms",
-      "type": "integer"
-    },
-    "safe_to_repeat_same_call": {
-      "const": true,
-      "default": true,
-      "title": "Safe To Repeat Same Call",
-      "type": "boolean"
-    }
-  },
-  "required": [
-    "kind",
-    "retry_after_ms"
-  ],
-  "title": "WaitThenRepeatRecovery",
-  "type": "object"
-}

Addedv0.1.12Aug 10, 2026

TDQS

C2.9/5.0

Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is covered. The description adds the 'diagnostic-only' and 'plan' framing to clarify that no profiling execution happens, but it does not describe side effects, prerequisites, or what the plan contains. No contradiction with annotations.

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?

The description is a single focused sentence with no filler and front-loads the core verb and scope. It is concise, though it could have been slightly more informative without becoming bloated.

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

Completeness2/5

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

The output schema and annotations reduce the need for return-value and safety detail, but with five parameters and zero schema descriptions, the tool description should provide more context about inputs and when to use it. The one-line description is not enough for an agent to invoke this tool correctly.

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

Parameters1/5

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

Schema description coverage is 0%, and the description names or explains none of the five parameters. It does not clarify the meaning of scenario_name, measurement_run_id, timeout_seconds, or the profiler enum choices, leaving the agent to infer from bare property names.

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?

The description states a specific action ('Build') and resource ('diagnostic-only profile plan for one managed vLLM server'), which clearly distinguishes it from run_inference_profile. It does not explicitly contrast with plan_inference_scenario or other planning siblings, so it stops just short of a 5.

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

Usage Guidelines3/5

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

The phrase 'diagnostic-only profile plan' implies this is for planning, not executing, but the description gives no explicit when-to-use or when-not-to-use guidance and names no alternatives. The intended usage is inferable rather than stated.

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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