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plan_inference_scenario

Read-onlyIdempotent

Qualify a benchmark launcher and generate a typed execution plan, with an optional timeout, so you can verify and run profiling scenarios locally.

Instructions

Qualify one benchmark launcher and construct a typed execution plan.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
scenario_nameYes
timeout_secondsNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed71 schema fields changedv0.1.15
    • removedOutput schema / $defs / AIPerfReplayPlan
      Removed value: -{
      -  "additionalProperties": false,
      -  "properties": {
      -    "argv": {
      -      "default": [],
      -      "items": {
      -        "type": "string"
      -      },
      -      "maxItems": 1024,
      -      "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": {
      -      "default": "chat",
      -      "enum": [
      -        "chat",
      -        "completions"
      -      ],
      -      "title": "Endpoint Type",
      -      "type": "string"
      -    },
      -    "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": {
      -      "anyOf": [
      -        {
      -          "type": "string"
      -        },
      -        {
      -          "type": "null"
      -        }
      -      ],
      -      "default": null,
      -      "title": "Output Path"
      -    },
      -    "plan_id": {
      -      "title": "Plan Id",
      -      "type": "string"
      -    },
      -    "probed_model_ids": {
      -      "default": [],
      -      "items": {
      -        "type": "string"
      -      },
      -      "maxItems": 64,
      -      "title": "Probed Model Ids",
      -      "type": "array"
      -    },
      -    "provider": {
      -      "const": "aiperf",
      -      "title": "Provider",
      -      "type": "string"
      -    },
      -    "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"
      -    },
      -    "schema_version": {
      -      "const": 1,
      -      "default": 1,
      -      "title": "Schema Version",
      -      "type": "integer"
      -    },
      -    "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": {
      -      "enum": [
      -        "managed",
      -        "existing_local"
      -      ],
      -      "title": "Server Mode",
      -      "type": "string"
      -    },
      -    "server_name": {
      -      "title": "Server Name",
      -      "type": "string"
      -    },
      -    "server_provider": {
      -      "const": "vllm",
      -      "default": "vllm",
      -      "title": "Server Provider",
      -      "type": "string"
      -    },
      -    "server_version": {
      -      "anyOf": [
      -        {
      -          "type": "string"
      -        },
      -        {
      -          "type": "null"
      -        }
      -      ],
      -      "default": null,
      -      "title": "Server Version"
      -    },
      -    "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"
      -    },
      -    "tool_available": {
      -      "title": "Tool Available",
      -      "type": "boolean"
      -    },
      -    "tool_compatibility_reason": {
      -      "anyOf": [
      -        {
      -          "type": "string"
      -        },
      -        {
      -          "type": "null"
      -        }
      -      ],
      -      "default": null,
      -      "title": "Tool Compatibility Reason"
      -    },
      -    "tool_compatible": {
      -      "default": false,
      -      "title": "Tool Compatible",
      -      "type": "boolean"
      -    },
      -    "tool_executable": {
      -      "anyOf": [
      -        {
      -          "type": "string"
      -        },
      -        {
      -          "type": "null"
      -        }
      -      ],
      -      "default": null,
      -      "title": "Tool Executable"
      -    },
      -    "tool_executable_digest": {
      -      "anyOf": [
      -        {
      -          "type": "string"
      -        },
      -        {
      -          "type": "null"
      -        }
      -      ],
      -      "default": null,
      -      "title": "Tool Executable Digest"
      -    },
      -    "tool_remediation": {
      -      "default": [],
      -      "items": {
      -        "type": "string"
      -      },
      -      "maxItems": 8,
      -      "title": "Tool Remediation",
      -      "type": "array"
      -    },
      -    "tool_version": {
      -      "anyOf": [
      -        {
      -          "type": "string"
      -        },
      -        {
      -          "type": "null"
      -        }
      -      ],
      -      "default": null,
      -      "title": "Tool Version"
      -    },
      -    "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",
      -    "tool_available",
      -    "timeout_seconds",
      -    "deadline_at",
      -    "exploratory_reason",
      -    "configuration_id",
      -    "provider"
      -  ],
      -  "title": "AIPerfReplayPlan",
      -  "type": "object"
      -}
    • 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 / $defs / InferenceReplayPlan
      Removed value: -{
      -  "discriminator": {
      -    "mapping": {
      -      "aiperf": "#/$defs/AIPerfReplayPlan",
      -      "sglang_bench": "#/$defs/SglangBenchReplayPlan",
      -      "vllm_bench": "#/$defs/VllmBenchReplayPlan"
      -    },
      -    "propertyName": "provider"
      -  },
      -  "oneOf": [
      -    {
      -      "$ref": "#/$defs/AIPerfReplayPlan"
      -    },
      -    {
      -      "$ref": "#/$defs/VllmBenchReplayPlan"
      -    },
      -    {
      -      "$ref": "#/$defs/SglangBenchReplayPlan"
      -    }
      -  ]
      -}
    • addedOutput schema / $defs / InferenceServerMode
      Added value: +{
      +  "enum": [
      +    "managed",
      +    "existing_local"
      +  ],
      +  "title": "InferenceServerMode",
      +  "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 / 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"
      +}
    • removedOutput schema / $defs / SglangBenchReplayPlan
      Removed value: -{
      -  "additionalProperties": false,
      -  "properties": {
      -    "argv": {
      -      "default": [],
      -      "items": {
      -        "type": "string"
      -      },
      -      "maxItems": 1024,
      -      "title": "Argv",
      -      "type": "array"
      -    },
      -    "base_url": {
      -      "title": "Base Url",
      -      "type": "string"
      -    },
      -    "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": {
      -      "default": "chat",
      -      "enum": [
      -        "chat",
      -        "completions"
      -      ],
      -      "title": "Endpoint Type",
      -      "type": "string"
      -    },
      -    "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": {
      -      "anyOf": [
      -        {
      -          "type": "string"
      -        },
      -        {
      -          "type": "null"
      -        }
      -      ],
      -      "default": null,
      -      "title": "Output Path"
      -    },
      -    "plan_id": {
      -      "title": "Plan Id",
      -      "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"
      -    },
      -    "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"
      -    },
      -    "schema_version": {
      -      "const": 1,
      -      "default": 1,
      -      "title": "Schema Version",
      -      "type": "integer"
      -    },
      -    "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": {
      -      "enum": [
      -        "managed",
      -        "existing_local"
      -      ],
      -      "title": "Server Mode",
      -      "type": "string"
      -    },
      -    "server_name": {
      -      "title": "Server Name",
      -      "type": "string"
      -    },
      -    "server_provider": {
      -      "const": "sglang",
      -      "default": "sglang",
      -      "title": "Server Provider",
      -      "type": "string"
      -    },
      -    "server_version": {
      -      "anyOf": [
      -        {
      -          "type": "string"
      -        },
      -        {
      -          "type": "null"
      -        }
      -      ],
      -      "default": null,
      -      "title": "Server Version"
      -    },
      -    "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"
      -    },
      -    "tool_available": {
      -      "title": "Tool Available",
      -      "type": "boolean"
      -    },
      -    "tool_compatibility_reason": {
      -      "anyOf": [
      -        {
      -          "type": "string"
      -        },
      -        {
      -          "type": "null"
      -        }
      -      ],
      -      "default": null,
      -      "title": "Tool Compatibility Reason"
      -    },
      -    "tool_compatible": {
      -      "default": false,
      -      "title": "Tool Compatible",
      -      "type": "boolean"
      -    },
      -    "tool_executable": {
      -      "anyOf": [
      -        {
      -          "type": "string"
      -        },
      -        {
      -          "type": "null"
      -        }
      -      ],
      -      "default": null,
      -      "title": "Tool Executable"
      -    },
      -    "tool_executable_digest": {
      -      "anyOf": [
      -        {
      -          "type": "string"
      -        },
      -        {
      -          "type": "null"
      -        }
      -      ],
      -      "default": null,
      -      "title": "Tool Executable Digest"
      -    },
      -    "tool_remediation": {
      -      "default": [],
      -      "items": {
      -        "type": "string"
      -      },
      -      "maxItems": 8,
      -      "title": "Tool Remediation",
      -      "type": "array"
      -    },
      -    "tool_version": {
      -      "anyOf": [
      -        {
      -          "type": "string"
      -        },
      -        {
      -          "type": "null"
      -        }
      -      ],
      -      "default": null,
      -      "title": "Tool Version"
      -    },
      -    "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",
      -    "tool_available",
      -    "timeout_seconds",
      -    "deadline_at",
      -    "exploratory_reason",
      -    "configuration_id",
      -    "provider",
      -    "random_input_len",
      -    "random_output_len"
      -  ],
      -  "title": "SglangBenchReplayPlan",
      -  "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"
      +}
    • 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 / $defs / SuccessPayload_InferenceReplayPlan_
      Removed value: -{
      -  "additionalProperties": false,
      -  "properties": {
      -    "error": {
      -      "title": "Error",
      -      "type": "null"
      -    },
      -    "ok": {
      -      "const": true,
      -      "title": "Ok",
      -      "type": "boolean"
      -    },
      -    "result": {
      -      "$ref": "#/$defs/InferenceReplayPlan"
      -    },
      -    "schema_version": {
      -      "const": 1,
      -      "title": "Schema Version",
      -      "type": "integer"
      -    }
      -  },
      -  "required": [
      -    "schema_version",
      -    "ok",
      -    "result",
      -    "error"
      -  ],
      -  "title": "SuccessPayload[InferenceReplayPlan]",
      -  "type": "object"
      -}
    • addedOutput schema / $defs / SuccessPayload_InferenceScenarioPlan_
      Added value: +{
      +  "additionalProperties": false,
      +  "properties": {
      +    "error": {
      +      "title": "Error",
      +      "type": "null"
      +    },
      +    "ok": {
      +      "const": true,
      +      "title": "Ok",
      +      "type": "boolean"
      +    },
      +    "result": {
      +      "discriminator": {
      +        "mapping": {
      +          "aiperf": "#/$defs/AIPerfScenarioPlan",
      +          "sglang_bench": "#/$defs/SglangBenchScenarioPlan",
      +          "vllm_bench": "#/$defs/VllmBenchScenarioPlan"
      +        },
      +        "propertyName": "provider"
      +      },
      +      "oneOf": [
      +        {
      +          "$ref": "#/$defs/AIPerfScenarioPlan"
      +        },
      +        {
      +          "$ref": "#/$defs/VllmBenchScenarioPlan"
      +        },
      +        {
      +          "$ref": "#/$defs/SglangBenchScenarioPlan"
      +        }
      +      ],
      +      "title": "Result"
      +    }
      +  },
      +  "required": [
      +    "ok",
      +    "result",
      +    "error"
      +  ],
      +  "title": "SuccessPayload[InferenceScenarioPlan]",
      +  "type": "object"
      +}
    • 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"
      +}
    • removedOutput schema / $defs / VllmBenchReplayPlan
      Removed value: -{
      -  "additionalProperties": false,
      -  "properties": {
      -    "argv": {
      -      "default": [],
      -      "items": {
      -        "type": "string"
      -      },
      -      "maxItems": 1024,
      -      "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": {
      -      "default": "chat",
      -      "enum": [
      -        "chat",
      -        "completions"
      -      ],
      -      "title": "Endpoint Type",
      -      "type": "string"
      -    },
      -    "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": {
      -      "anyOf": [
      -        {
      -          "type": "string"
      -        },
      -        {
      -          "type": "null"
      -        }
      -      ],
      -      "default": null,
      -      "title": "Output Path"
      -    },
      -    "plan_id": {
      -      "title": "Plan Id",
      -      "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"
      -    },
      -    "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"
      -    },
      -    "schema_version": {
      -      "const": 1,
      -      "default": 1,
      -      "title": "Schema Version",
      -      "type": "integer"
      -    },
      -    "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": {
      -      "enum": [
      -        "managed",
      -        "existing_local"
      -      ],
      -      "title": "Server Mode",
      -      "type": "string"
      -    },
      -    "server_name": {
      -      "title": "Server Name",
      -      "type": "string"
      -    },
      -    "server_provider": {
      -      "const": "vllm",
      -      "default": "vllm",
      -      "title": "Server Provider",
      -      "type": "string"
      -    },
      -    "server_version": {
      -      "anyOf": [
      -        {
      -          "type": "string"
      -        },
      -        {
      -          "type": "null"
      -        }
      -      ],
      -      "default": null,
      -      "title": "Server Version"
      -    },
      -    "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"
      -    },
      -    "tool_available": {
      -      "title": "Tool Available",
      -      "type": "boolean"
      -    },
      -    "tool_compatibility_reason": {
      -      "anyOf": [
      -        {
      -          "type": "string"
      -        },
      -        {
      -          "type": "null"
      -        }
      -      ],
      -      "default": null,
      -      "title": "Tool Compatibility Reason"
      -    },
      -    "tool_compatible": {
      -      "default": false,
      -      "title": "Tool Compatible",
      -      "type": "boolean"
      -    },
      -    "tool_executable": {
      -      "anyOf": [
      -        {
      -          "type": "string"
      -        },
      -        {
      -          "type": "null"
      -        }
      -      ],
      -      "default": null,
      -      "title": "Tool Executable"
      -    },
      -    "tool_executable_digest": {
      -      "anyOf": [
      -        {
      -          "type": "string"
      -        },
      -        {
      -          "type": "null"
      -        }
      -      ],
      -      "default": null,
      -      "title": "Tool Executable Digest"
      -    },
      -    "tool_remediation": {
      -      "default": [],
      -      "items": {
      -        "type": "string"
      -      },
      -      "maxItems": 8,
      -      "title": "Tool Remediation",
      -      "type": "array"
      -    },
      -    "tool_version": {
      -      "anyOf": [
      -        {
      -          "type": "string"
      -        },
      -        {
      -          "type": "null"
      -        }
      -      ],
      -      "default": null,
      -      "title": "Tool Version"
      -    },
      -    "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",
      -    "tool_available",
      -    "timeout_seconds",
      -    "deadline_at",
      -    "exploratory_reason",
      -    "configuration_id",
      -    "provider"
      -  ],
      -  "title": "VllmBenchReplayPlan",
      -  "type": "object"
      -}
    • 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 / $defs / WaitThenRepeatRecovery
      Removed value: -{
      -  "additionalProperties": false,
      -  "properties": {
      -    "kind": {
      -      "const": "wait_then_repeat",
      -      "title": "Kind",
      -      "type": "string"
      -    },
      -    "next_tool": {
      -      "default": null,
      -      "title": "Next Tool",
      -      "type": "null"
      -    },
      -    "retry_after_ms": {
      -      "minimum": 0,
      -      "title": "Retry After Ms",
      -      "type": "integer"
      -    },
      -    "safe_to_repeat_same_call": {
      -      "const": true,
      -      "default": true,
      -      "title": "Safe To Repeat Same Call",
      -      "type": "boolean"
      -    }
      -  },
      -  "required": [
      -    "kind",
      -    "retry_after_ms"
      -  ],
      -  "title": "WaitThenRepeatRecovery",
      -  "type": "object"
      -}
    • changedOutput schema / discriminator / mapping / True
      Previous value: -"#/$defs/SuccessPayload_InferenceReplayPlan_"New value: +"#/$defs/SuccessPayload_InferenceScenarioPlan_"
    • changedOutput schema / oneOf
      Previous value: -[
      -  {
      -    "$ref": "#/$defs/SuccessPayload_InferenceReplayPlan_"
      -  },
      -  {
      -    "$ref": "#/$defs/FailurePayload"
      -  }
      -]New value: +[
      +  {
      +    "$ref": "#/$defs/SuccessPayload_InferenceScenarioPlan_"
      +  },
      +  {
      +    "$ref": "#/$defs/FailurePayload"
      +  }
      +]
    • changedOutput schema / title
      Previous value: -"ToolPayload[InferenceReplayPlan]"New value: +"ToolPayload[InferenceScenarioPlan]"
  2. Addedv0.1.12

TDQS

B3.3/5.0
Behavior3/5

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

Annotations already disclose readOnlyHint=true, idempotentHint=true, and destructiveHint=false, lowering the burden on the description. The description adds that a single benchmark launcher is qualified and a typed plan is constructed, but it does not clarify whether qualification has side effects or whether the plan is persisted. 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.

Conciseness5/5

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

One short sentence with no filler. The action and object are front-loaded, and every word contributes meaning. It is concise without being a tautology.

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?

With an output schema, safety annotations, and only two parameters, the description is close to sufficient for basic invocation. However, the meaning of 'qualify' and any prerequisite configuration are left vague, and the description gives no help selecting this tool among the many plan_* and run_* siblings.

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

Parameters3/5

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

Schema description coverage is 0%, so the description must compensate. It hints that scenario_name refers to a benchmark launcher, but it does not explain either parameter's role beyond the schema titles. timeout_seconds is left entirely to its name, type, default, and bounds, which are partly self-explanatory but not fully enriched by the description.

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 names the operation ('qualify'), the object ('one benchmark launcher'), and the result ('typed execution plan'), so the overall purpose is clear. It does not explicitly distinguish this from siblings like plan_inference_profile, plan_capture, or run_inference_scenario, so it stops 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 Guidelines2/5

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

There is no guidance about when to use this tool versus alternatives such as plan_capture, plan_inference_profile, or run_inference_scenario. Prerequisites, exclusions, and sequencing hints are absent; the agent must infer from the name that this is a planning-phase tool.

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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