flameox

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import_kernel_build

Import native compiler evidence from a kernel-build manifest and register one lineage per dump group for audit and traceability.

Instructions

Import native compiler evidence and register one lineage per dump group.

Input Schema

TableJSON Schema

Name	Required	Description	Default
`path`	Yes	Kernel-build manifest path within the selected bounded root.
`sensitivity`	Yes
`source_root`	No		project

Output Schema

TableJSON Schema

Name	Required	Description	Default
No arguments

Schema Changelog

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

Changed161 schema fields changedv0.1.15Aug 30, 2026

addedOutput schema / $defs / ActionId

Added value: +{
+  "description": "Stable product-level identities for executable agent workflow edges.",
+  "enum": [
+    "workspace.initialize",
+    "workload.configuration.inspect",
+    "workload.configure",
+    "capabilities.inspect",
+    "capabilities.setup.start",
+    "capabilities.setup.status",
+    "adapter.prepare",
+    "workload.dependencies.prepare",
+    "workflow.list",
+    "workflow.get",
+    "fault_experiment.plan",
+    "capture.plan",
+    "capture.detached.start",
+    "capture.detached.status",
+    "catalog.rebuild",
+    "run.list",
+    "artifact.list",
+    "artifact.preview",
+    "artifact.native_viewer.plan",
+    "artifact.import",
+    "artifact.import.xctrace",
+    "artifact.extract.perfetto",
+    "artifact.extract.memray",
+    "artifact.extract.status",
+    "artifact.extract.nsight_systems",
+    "artifact.extract.nsight_compute",
+    "artifact.extract.compute_sanitizer",
+    "inference.server.configure",
+    "inference.configuration.list",
+    "inference.scenario.plan",
+    "reduction.execute",
+    "reduction.status",
+    "analysis.memory",
+    "analysis.nsight_compute"
+  ],
+  "title": "ActionId",
+  "type": "string"
+}

changedOutput schema / $defs / ArtifactKind / enum

Previous value: -[
-  "execution_trace",
-  "otlp_trace",
-  "python_startup",
-  "test_execution",
-  "sample_profile",
-  "memory_profile",
-  "benchmark_samples",
-  "execution_coverage",
-  "semantic_observations",
-  "process_output",
-  "validation_output",
-  "core_dump",
-  "sanitizer_report",
-  "source_snapshot",
-  "collector_metadata",
-  "analysis_result",
-  "process_tree_snapshot",
-  "experiment_configuration",
-  "inference_request_trace",
-  "inference_result",
-  "kernel_build",
-  "kernel_profile"
-]New value: +[
+  "execution_trace",
+  "otlp_trace",
+  "python_startup",
+  "test_execution",
+  "sample_profile",
+  "memory_profile",
+  "benchmark_samples",
+  "execution_coverage",
+  "semantic_observations",
+  "process_output",
+  "validation_output",
+  "core_dump",
+  "sanitizer_report",
+  "source_snapshot",
+  "collector_metadata",
+  "analysis_result",
+  "process_tree_snapshot",
+  "experiment_configuration",
+  "inference_request_trace",
+  "inference_result",
+  "kernel_build",
+  "kernel_profile",
+  "metal_trace",
+  "reduced_candidate"
+]

removedOutput schema / $defs / ArtifactPipeline

Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "created_at": {
-      "format": "date-time",
-      "title": "Created At",
-      "type": "string"
-    },
-    "device_identity": {
-      "anyOf": [
-        {
-          "type": "string"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "default": null,
-      "title": "Device Identity"
-    },
-    "environment_id": {
-      "title": "Environment Id",
-      "type": "string"
-    },
-    "limitations": {
-      "items": {
-        "type": "string"
-      },
-      "title": "Limitations",
-      "type": "array"
-    },
-    "pipeline_id": {
-      "title": "Pipeline Id",
-      "type": "string"
-    },
-    "pipeline_name": {
-      "title": "Pipeline Name",
-      "type": "string"
-    },
-    "pipeline_schema": {
-      "title": "Pipeline Schema",
-      "type": "string"
-    },
-    "producer": {
-      "title": "Producer",
-      "type": "string"
-    },
-    "producer_version": {
-      "title": "Producer Version",
-      "type": "string"
-    },
-    "run_id": {
-      "title": "Run Id",
-      "type": "string"
-    },
-    "schema_version": {
-      "const": 1,
-      "default": 1,
-      "title": "Schema Version",
-      "type": "integer"
-    },
-    "source_state_id": {
-      "anyOf": [
-        {
-          "type": "string"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Source State Id"
-    },
-    "stages": {
-      "items": {
-        "$ref": "#/$defs/PipelineStage"
-      },
-      "title": "Stages",
-      "type": "array"
-    },
-    "workload_identity": {
-      "anyOf": [
-        {
-          "type": "string"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "default": null,
-      "title": "Workload Identity"
-    }
-  },
-  "required": [
-    "pipeline_id",
-    "run_id",
-    "pipeline_name",
-    "pipeline_schema",
-    "producer",
-    "producer_version",
-    "source_state_id",
-    "environment_id",
-    "stages",
-    "limitations"
-  ],
-  "title": "ArtifactPipeline",
-  "type": "object"
-}

removedOutput schema / $defs / ArtifactRegistration / properties / schema_version

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

addedOutput schema / $defs / CaptureScope

Added value: +{
+  "additionalProperties": false,
+  "description": "Property-defining capture scope projected from validated adapter options.",
+  "properties": {
+    "bounds": {
+      "additionalProperties": {
+        "$ref": "#/$defs/JsonValue"
+      },
+      "maxProperties": 32,
+      "propertyNames": {
+        "maxLength": 200,
+        "minLength": 1
+      },
+      "title": "Bounds",
+      "type": "object"
+    },
+    "filters": {
+      "additionalProperties": {
+        "$ref": "#/$defs/JsonValue"
+      },
+      "maxProperties": 32,
+      "propertyNames": {
+        "maxLength": 200,
+        "minLength": 1
+      },
+      "title": "Filters",
+      "type": "object"
+    },
+    "mode": {
+      "anyOf": [
+        {
+          "$ref": "#/$defs/SemanticOption"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null
+    },
+    "process_scope": {
+      "anyOf": [
+        {
+          "$ref": "#/$defs/SemanticOption"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null
+    },
+    "workload_cwd": {
+      "anyOf": [
+        {
+          "maxLength": 4096,
+          "minLength": 1,
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Workload Cwd"
+    }
+  },
+  "title": "CaptureScope",
+  "type": "object"
+}

addedOutput schema / $defs / CompilerIdentity

Added value: +{
+  "additionalProperties": false,
+  "description": "The exact Triton distribution executed by one declared interpreter.",
+  "properties": {
+    "adapter": {
+      "const": "triton.compiler",
+      "title": "Adapter",
+      "type": "string"
+    },
+    "content_digest": {
+      "pattern": "^sha256:[0-9a-f]{64}$",
+      "title": "Content Digest",
+      "type": "string"
+    },
+    "distribution": {
+      "maxLength": 200,
+      "minLength": 1,
+      "pattern": "^[A-Za-z0-9][A-Za-z0-9._-]*$",
+      "title": "Distribution",
+      "type": "string"
+    },
+    "interpreter_digest": {
+      "pattern": "^sha256:[0-9a-f]{64}$",
+      "title": "Interpreter Digest",
+      "type": "string"
+    },
+    "version": {
+      "maxLength": 200,
+      "minLength": 1,
+      "title": "Version",
+      "type": "string"
+    }
+  },
+  "required": [
+    "adapter",
+    "distribution",
+    "version",
+    "content_digest",
+    "interpreter_digest"
+  ],
+  "title": "CompilerIdentity",
+  "type": "object"
+}

addedOutput schema / $defs / CompilerQualification

Added value: +{
+  "additionalProperties": false,
+  "description": "Run-scoped compiler and target authority for managed native outputs.",
+  "properties": {
+    "compiler": {
+      "$ref": "#/$defs/CompilerIdentity"
+    },
+    "target": {
+      "anyOf": [
+        {
+          "$ref": "#/$defs/CompilerTargetIdentity"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null
+    }
+  },
+  "required": [
+    "compiler"
+  ],
+  "title": "CompilerQualification",
+  "type": "object"
+}

addedOutput schema / $defs / CompilerTargetIdentity

Added value: +{
+  "additionalProperties": false,
+  "description": "One CUDA compilation target bound to the authoritative environment.",
+  "properties": {
+    "architecture": {
+      "pattern": "^sm_[0-9]{2,3}a?$",
+      "title": "Architecture",
+      "type": "string"
+    },
+    "backend": {
+      "const": "cuda",
+      "title": "Backend",
+      "type": "string"
+    },
+    "environment_id": {
+      "pattern": "^sha256:[0-9a-f]{64}$",
+      "title": "Environment Id",
+      "type": "string"
+    },
+    "ptx_version": {
+      "anyOf": [
+        {
+          "pattern": "^[0-9]+\\.[0-9]+$",
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Ptx Version"
+    },
+    "warp_size": {
+      "const": 32,
+      "title": "Warp Size",
+      "type": "integer"
+    }
+  },
+  "required": [
+    "backend",
+    "architecture",
+    "warp_size",
+    "environment_id"
+  ],
+  "title": "CompilerTargetIdentity",
+  "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"
-}

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 / ExecutionIdentityBasis

Added value: +{
+  "enum": [
+    "project_source",
+    "distribution_metadata",
+    "interpreter_stdlib",
+    "explicit_file"
+  ],
+  "title": "ExecutionIdentityBasis",
+  "type": "string"
+}

addedOutput schema / $defs / ExecutionIdentityInput / properties / identity_basis

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

addedOutput schema / $defs / ExecutionIdentityInput / properties / kind / $ref
```
Added value: +"#/$defs/ExecutionIdentityInputKind"
```
removedOutput schema / $defs / ExecutionIdentityInput / properties / kind / enum
```
Removed value: -[
-  "python_module",
-  "native_file"
-]
```
removedOutput schema / $defs / ExecutionIdentityInput / properties / kind / title
```
Removed value: -"Kind"
```
removedOutput schema / $defs / ExecutionIdentityInput / properties / kind / type
```
Removed value: -"string"
```
addedOutput schema / $defs / ExecutionIdentityInput / properties / status / $ref
```
Added value: +"#/$defs/ExecutionIdentityInputStatus"
```

removedOutput schema / $defs / ExecutionIdentityInput / properties / status / enum

Removed value: -[
-  "exact",
-  "missing",
-  "ambiguous",
-  "resolution_failed",
-  "not_observed"
-]

removedOutput schema / $defs / ExecutionIdentityInput / properties / status / title
```
Removed value: -"Status"
```
removedOutput schema / $defs / ExecutionIdentityInput / properties / status / type
```
Removed value: -"string"
```

addedOutput schema / $defs / ExecutionIdentityInputKind

Added value: +{
+  "enum": [
+    "python_module",
+    "native_file"
+  ],
+  "title": "ExecutionIdentityInputKind",
+  "type": "string"
+}

addedOutput schema / $defs / ExecutionIdentityInputStatus

Added value: +{
+  "enum": [
+    "exact",
+    "missing",
+    "ambiguous",
+    "resolution_failed",
+    "not_observed"
+  ],
+  "title": "ExecutionIdentityInputStatus",
+  "type": "string"
+}

addedOutput schema / $defs / ExecutionIdentityQuality

Added value: +{
+  "enum": [
+    "exact",
+    "partial",
+    "unknown",
+    "not_applicable"
+  ],
+  "title": "ExecutionIdentityQuality",
+  "type": "string"
+}

removedOutput schema / $defs / ExecutionRunManifest / properties / collector

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

removedOutput schema / $defs / ExecutionRunManifest / properties / collector_version

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

addedOutput schema / $defs / ExecutionRunManifest / properties / compiler_qualification

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

removedOutput schema / $defs / ExecutionRunManifest / properties / schema_version

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

addedOutput schema / $defs / ExecutionRunManifest / properties / semantics
```
Added value: +{
+  "$ref": "#/$defs/RunSemantics"
+}
```

changedOutput schema / $defs / ExecutionRunManifest / required

Previous value: -[
-  "run_id",
-  "capture_status",
-  "validation_status",
-  "environment_id",
-  "execution_status"
-]New value: +[
+  "run_id",
+  "capture_status",
+  "validation_status",
+  "environment_id",
+  "semantics",
+  "execution_status"
+]

addedOutput schema / $defs / ExitedProcessTermination

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "exit_code": {
+      "minimum": 0,
+      "title": "Exit Code",
+      "type": "integer"
+    },
+    "kind": {
+      "const": "exited",
+      "default": "exited",
+      "title": "Kind",
+      "type": "string"
+    }
+  },
+  "required": [
+    "exit_code"
+  ],
+  "title": "ExitedProcessTermination",
+  "type": "object"
+}

addedOutput schema / $defs / ExternalAction

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "instruction": {
+      "maxLength": 500,
+      "minLength": 1,
+      "title": "Instruction",
+      "type": "string"
+    },
+    "kind": {
+      "const": "external",
+      "default": "external",
+      "title": "Kind",
+      "type": "string"
+    },
+    "system": {
+      "maxLength": 100,
+      "minLength": 1,
+      "title": "System",
+      "type": "string"
+    }
+  },
+  "required": [
+    "instruction",
+    "system"
+  ],
+  "title": "ExternalAction",
+  "type": "object"
+}

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"
-}

removedOutput schema / $defs / ImportRunManifest / properties / collector

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

removedOutput schema / $defs / ImportRunManifest / properties / collector_version

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

addedOutput schema / $defs / ImportRunManifest / properties / compiler_qualification

Added value: +{
+  "const": null,
+  "default": null,
+  "title": "Compiler Qualification",
+  "type": "null"
+}

removedOutput schema / $defs / ImportRunManifest / properties / schema_version

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

addedOutput schema / $defs / ImportRunManifest / properties / semantics
```
Added value: +{
+  "$ref": "#/$defs/RunSemantics"
+}
```

changedOutput schema / $defs / ImportRunManifest / required

Previous value: -[
-  "run_id",
-  "capture_status",
-  "validation_status",
-  "environment_id"
-]New value: +[
+  "run_id",
+  "capture_status",
+  "validation_status",
+  "environment_id",
+  "semantics"
+]

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 / KernelBuildImportResult

Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "corpus_commit_id": {
-      "title": "Corpus Commit Id",
-      "type": "string"
-    },
-    "manifest_artifact_id": {
-      "title": "Manifest Artifact Id",
-      "type": "string"
-    },
-    "pipeline": {
-      "$ref": "#/$defs/ArtifactPipeline"
-    },
-    "run": {
-      "$ref": "#/$defs/RunManifest"
-    }
-  },
-  "required": [
-    "run",
-    "manifest_artifact_id",
-    "pipeline",
-    "corpus_commit_id"
-  ],
-  "title": "KernelBuildImportResult",
-  "type": "object"
-}

addedOutput schema / $defs / LimitationDetail / properties / source / $ref
```
Added value: +"#/$defs/LimitationSource"
```

removedOutput schema / $defs / LimitationDetail / properties / source / enum

Removed value: -[
-  "adapter",
-  "containment",
-  "preflight",
-  "collector",
-  "artifact",
-  "resource",
-  "validation"
-]

removedOutput schema / $defs / LimitationDetail / properties / source / title
```
Removed value: -"Source"
```
removedOutput schema / $defs / LimitationDetail / properties / source / type
```
Removed value: -"string"
```

addedOutput schema / $defs / LimitationSource

Added value: +{
+  "enum": [
+    "adapter",
+    "containment",
+    "preflight",
+    "collector",
+    "artifact",
+    "resource",
+    "validation"
+  ],
+  "title": "LimitationSource",
+  "type": "string"
+}

addedOutput schema / $defs / ManualAction

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"
+    },
+    "suggested_action": {
+      "anyOf": [
+        {
+          "$ref": "#/$defs/ActionId"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null
+    }
+  },
+  "required": [
+    "instruction"
+  ],
+  "title": "ManualAction",
+  "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"
-}

addedOutput schema / $defs / NextAction

Added value: +{
+  "discriminator": {
+    "mapping": {
+      "external": "#/$defs/ExternalAction",
+      "manual": "#/$defs/ManualAction",
+      "tool": "#/$defs/ToolAction"
+    },
+    "propertyName": "kind"
+  },
+  "oneOf": [
+    {
+      "$ref": "#/$defs/ToolAction"
+    },
+    {
+      "$ref": "#/$defs/ManualAction"
+    },
+    {
+      "$ref": "#/$defs/ExternalAction"
+    }
+  ]
+}

addedOutput schema / $defs / OracleReceiptBinding

Added value: +{
+  "additionalProperties": false,
+  "description": "The per-run facts needed to form a pair-bound oracle decision.",
+  "properties": {
+    "compared_property": {
+      "maxLength": 200,
+      "minLength": 1,
+      "title": "Compared Property",
+      "type": "string"
+    },
+    "input_identity": {
+      "pattern": "^sha256:[0-9a-f]{64}$",
+      "title": "Input Identity",
+      "type": "string"
+    },
+    "oracle_identity": {
+      "pattern": "^sha256:[0-9a-f]{64}$",
+      "title": "Oracle Identity",
+      "type": "string"
+    },
+    "output_identity": {
+      "pattern": "^sha256:[0-9a-f]{64}$",
+      "title": "Output Identity",
+      "type": "string"
+    },
+    "pair_id": {
+      "pattern": "^sha256:[0-9a-f]{64}$",
+      "title": "Pair Id",
+      "type": "string"
+    },
+    "tolerance": {
+      "$ref": "#/$defs/OracleTolerance"
+    },
+    "treatment": {
+      "maxLength": 200,
+      "minLength": 1,
+      "title": "Treatment",
+      "type": "string"
+    },
+    "workload_identity": {
+      "pattern": "^sha256:[0-9a-f]{64}$",
+      "title": "Workload Identity",
+      "type": "string"
+    }
+  },
+  "required": [
+    "pair_id",
+    "treatment",
+    "input_identity",
+    "workload_identity",
+    "output_identity",
+    "compared_property",
+    "oracle_identity",
+    "tolerance"
+  ],
+  "title": "OracleReceiptBinding",
+  "type": "object"
+}

addedOutput schema / $defs / OracleReceiptV1 / properties / binding

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

addedOutput schema / $defs / OracleReceiptV1 / properties / status / $ref
```
Added value: +"#/$defs/OracleStatus"
```

removedOutput schema / $defs / OracleReceiptV1 / properties / status / enum

Removed value: -[
-  "pass",
-  "fail",
-  "inconclusive",
-  "unsupported"
-]

removedOutput schema / $defs / OracleReceiptV1 / properties / status / title
```
Removed value: -"Status"
```
removedOutput schema / $defs / OracleReceiptV1 / properties / status / type
```
Removed value: -"string"
```

addedOutput schema / $defs / OracleStatus

Added value: +{
+  "enum": [
+    "pass",
+    "fail",
+    "inconclusive",
+    "unsupported"
+  ],
+  "title": "OracleStatus",
+  "type": "string"
+}

removedOutput schema / $defs / PipelineStage

Removed value: -{
-  "discriminator": {
-    "mapping": {
-      "available": "#/$defs/RegisteredPipelineStage",
-      "cached": "#/$defs/RegisteredPipelineStage",
-      "failed": "#/$defs/UnregisteredPipelineStage",
-      "skipped": "#/$defs/UnregisteredPipelineStage",
-      "unavailable": "#/$defs/UnregisteredPipelineStage"
-    },
-    "propertyName": "status"
-  },
-  "oneOf": [
-    {
-      "$ref": "#/$defs/RegisteredPipelineStage"
-    },
-    {
-      "$ref": "#/$defs/UnregisteredPipelineStage"
-    }
-  ]
-}

addedOutput schema / $defs / PreflightDisposition

Added value: +{
+  "enum": [
+    "ready",
+    "blocked",
+    "exploratory"
+  ],
+  "title": "PreflightDisposition",
+  "type": "string"
+}

addedOutput schema / $defs / PreflightReport / properties / disposition / $ref
```
Added value: +"#/$defs/PreflightDisposition"
```
removedOutput schema / $defs / PreflightReport / properties / disposition / enum
```
Removed value: -[
-  "ready",
-  "blocked",
-  "exploratory"
-]
```
removedOutput schema / $defs / PreflightReport / properties / disposition / title
```
Removed value: -"Disposition"
```
removedOutput schema / $defs / PreflightReport / properties / disposition / type
```
Removed value: -"string"
```
addedOutput schema / $defs / PreflightReport / properties / mode / $ref
```
Added value: +"#/$defs/ProbeKind"
```
removedOutput schema / $defs / PreflightReport / properties / mode / enum
```
Removed value: -[
-  "passive",
-  "active"
-]
```
removedOutput schema / $defs / PreflightReport / properties / mode / title
```
Removed value: -"Mode"
```
removedOutput schema / $defs / PreflightReport / properties / mode / type
```
Removed value: -"string"
```

removedOutput schema / $defs / PreflightReport / properties / schema_version

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

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"
-}

addedOutput schema / $defs / ProbeKind

Added value: +{
+  "enum": [
+    "passive",
+    "active"
+  ],
+  "title": "ProbeKind",
+  "type": "string"
+}

addedOutput schema / $defs / ProcessCancellationCause

Added value: +{
+  "enum": [
+    "timeout",
+    "caller_cancelled",
+    "output_limit",
+    "io_failure",
+    "storage_reserve_exceeded",
+    "writable_limit_exceeded",
+    "memory_limit_exceeded",
+    "process_error",
+    "crash_recovery"
+  ],
+  "title": "ProcessCancellationCause",
+  "type": "string"
+}

changedOutput schema / $defs / ProcessResult / properties / cancellation_cause / anyOf

Previous value: -[
-  {
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "$ref": "#/$defs/ProcessCancellationCause"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / $defs / ProcessResult / properties / cancellation_cause / title
```
Removed value: -"Cancellation Cause"
```

removedOutput schema / $defs / ProcessResult / properties / exit_code

Removed value: -{
-  "anyOf": [
-    {
-      "type": "integer"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "title": "Exit Code"
-}

removedOutput schema / $defs / ProcessResult / properties / terminating_signal

Removed value: -{
-  "anyOf": [
-    {
-      "type": "integer"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "title": "Terminating Signal"
-}

addedOutput schema / $defs / ProcessResult / properties / termination
```
Added value: +{
+  "$ref": "#/$defs/ProcessTermination"
+}
```
removedOutput schema / $defs / ProcessResult / properties / timed_out / default
```
Removed value: -false
```
addedOutput schema / $defs / ProcessResult / properties / timed_out / readOnly
```
Added value: +true
```
addedOutput schema / $defs / ProcessResult / required
```
Added value: +[
+  "timed_out"
+]
```

addedOutput schema / $defs / ProcessTermination

Added value: +{
+  "discriminator": {
+    "mapping": {
+      "exited": "#/$defs/ExitedProcessTermination",
+      "signalled": "#/$defs/SignalledProcessTermination",
+      "unreported": "#/$defs/UnreportedProcessTermination"
+    },
+    "propertyName": "kind"
+  },
+  "oneOf": [
+    {
+      "$ref": "#/$defs/UnreportedProcessTermination"
+    },
+    {
+      "$ref": "#/$defs/ExitedProcessTermination"
+    },
+    {
+      "$ref": "#/$defs/SignalledProcessTermination"
+    }
+  ]
+}

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 / RegisteredPipelineStage

Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "artifact_id": {
-      "title": "Artifact Id",
-      "type": "string"
-    },
-    "artifact_length": {
-      "title": "Artifact Length",
-      "type": "integer"
-    },
-    "elapsed_ns": {
-      "anyOf": [
-        {
-          "type": "integer"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Elapsed Ns"
-    },
-    "extractor": {
-      "anyOf": [
-        {
-          "type": "string"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Extractor"
-    },
-    "extractor_version": {
-      "anyOf": [
-        {
-          "type": "string"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Extractor Version"
-    },
-    "format": {
-      "title": "Format",
-      "type": "string"
-    },
-    "format_schema": {
-      "title": "Format Schema",
-      "type": "string"
-    },
-    "limitations": {
-      "items": {
-        "type": "string"
-      },
-      "title": "Limitations",
-      "type": "array"
-    },
-    "name": {
-      "title": "Name",
-      "type": "string"
-    },
-    "ordinal": {
-      "title": "Ordinal",
-      "type": "integer"
-    },
-    "predecessor": {
-      "anyOf": [
-        {
-          "type": "string"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Predecessor"
-    },
-    "producer": {
-      "title": "Producer",
-      "type": "string"
-    },
-    "producer_version": {
-      "title": "Producer Version",
-      "type": "string"
-    },
-    "registration_id": {
-      "title": "Registration Id",
-      "type": "string"
-    },
-    "sensitivity": {
-      "title": "Sensitivity",
-      "type": "string"
-    },
-    "status": {
-      "enum": [
-        "available",
-        "cached"
-      ],
-      "title": "Status",
-      "type": "string"
-    },
-    "structural_summary": {
-      "anyOf": [
-        {
-          "additionalProperties": {
-            "$ref": "#/$defs/JsonValue"
-          },
-          "type": "object"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Structural Summary"
-    }
-  },
-  "required": [
-    "name",
-    "ordinal",
-    "predecessor",
-    "format",
-    "format_schema",
-    "producer",
-    "producer_version",
-    "extractor",
-    "extractor_version",
-    "structural_summary",
-    "elapsed_ns",
-    "limitations",
-    "status",
-    "registration_id",
-    "artifact_id",
-    "artifact_length",
-    "sensitivity"
-  ],
-  "title": "RegisteredPipelineStage",
-  "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 / RequirementKind

Added value: +{
+  "enum": [
+    "executable",
+    "python_distribution",
+    "capability"
+  ],
+  "title": "RequirementKind",
+  "type": "string"
+}

addedOutput schema / $defs / RequirementResult / properties / kind / $ref
```
Added value: +"#/$defs/RequirementKind"
```

removedOutput schema / $defs / RequirementResult / properties / kind / enum

Removed value: -[
-  "executable",
-  "python_distribution",
-  "capability"
-]

removedOutput schema / $defs / RequirementResult / properties / kind / title
```
Removed value: -"Kind"
```
removedOutput schema / $defs / RequirementResult / properties / kind / type
```
Removed value: -"string"
```

addedOutput schema / $defs / RequirementResult / properties / next_action

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

removedOutput schema / $defs / RequirementResult / properties / next_tool

Removed value: -{
-  "anyOf": [
-    {
-      "enum": [
-        "prepare_adapter",
-        "start_capability_setup",
-        "prepare_workload_dependencies",
-        "list_capabilities",
-        "plan_capture"
-      ],
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "title": "Next Tool"
-}

addedOutput schema / $defs / RequirementResult / properties / probe_kind / $ref
```
Added value: +"#/$defs/ProbeKind"
```
removedOutput schema / $defs / RequirementResult / properties / probe_kind / enum
```
Removed value: -[
-  "passive",
-  "active"
-]
```
removedOutput schema / $defs / RequirementResult / properties / probe_kind / title
```
Removed value: -"Probe Kind"
```
removedOutput schema / $defs / RequirementResult / properties / probe_kind / type
```
Removed value: -"string"
```
addedOutput schema / $defs / RequirementResult / properties / status / $ref
```
Added value: +"#/$defs/RequirementStatus"
```

removedOutput schema / $defs / RequirementResult / properties / status / enum

Removed value: -[
-  "available",
-  "absent",
-  "permission_denied",
-  "environment_blocked",
-  "unsupported",
-  "unknown",
-  "probe_failed"
-]

removedOutput schema / $defs / RequirementResult / properties / status / title
```
Removed value: -"Status"
```
removedOutput schema / $defs / RequirementResult / properties / status / type
```
Removed value: -"string"
```

addedOutput schema / $defs / RequirementStatus

Added value: +{
+  "enum": [
+    "available",
+    "absent",
+    "permission_denied",
+    "environment_blocked",
+    "unsupported",
+    "unknown",
+    "probe_failed"
+  ],
+  "title": "RequirementStatus",
+  "type": "string"
+}

addedOutput schema / $defs / ResourcePolicyCancellationCause

Added value: +{
+  "enum": [
+    "storage_reserve_exceeded",
+    "writable_limit_exceeded",
+    "memory_limit_exceeded"
+  ],
+  "type": "string"
+}

addedOutput schema / $defs / RetryRecovery

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

addedOutput schema / $defs / RunSemantics

Added value: +{
+  "additionalProperties": false,
+  "description": "Durable authority for what a run attempted, independent of produced bytes.",
+  "properties": {
+    "adapter": {
+      "anyOf": [
+        {
+          "maxLength": 200,
+          "minLength": 1,
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Adapter"
+    },
+    "adapter_version": {
+      "anyOf": [
+        {
+          "maxLength": 200,
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Adapter Version"
+    },
+    "configuration": {
+      "additionalProperties": {
+        "$ref": "#/$defs/JsonValue"
+      },
+      "maxProperties": 64,
+      "propertyNames": {
+        "maxLength": 200,
+        "minLength": 1
+      },
+      "title": "Configuration",
+      "type": "object"
+    },
+    "origin": {
+      "enum": [
+        "capture",
+        "import",
+        "internal"
+      ],
+      "title": "Origin",
+      "type": "string"
+    },
+    "scope": {
+      "$ref": "#/$defs/CaptureScope"
+    },
+    "unavailable_fields": {
+      "default": [],
+      "items": {
+        "maxLength": 200,
+        "minLength": 1,
+        "type": "string"
+      },
+      "maxItems": 32,
+      "title": "Unavailable Fields",
+      "type": "array"
+    }
+  },
+  "required": [
+    "origin"
+  ],
+  "title": "RunSemantics",
+  "type": "object"
+}

changedOutput schema / $defs / RuntimeResourceSummary / properties / policy_termination / anyOf

Previous value: -[
-  {
-    "enum": [
-      "storage_reserve_exceeded",
-      "memory_limit_exceeded"
-    ],
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "$ref": "#/$defs/ResourcePolicyCancellationCause"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / $defs / RuntimeResourceSummary / properties / policy_termination / title
```
Removed value: -"Policy Termination"
```

addedOutput schema / $defs / SemanticOption

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "name": {
+      "maxLength": 200,
+      "minLength": 1,
+      "title": "Name",
+      "type": "string"
+    },
+    "value": {
+      "$ref": "#/$defs/JsonValue"
+    }
+  },
+  "required": [
+    "name",
+    "value"
+  ],
+  "title": "SemanticOption",
+  "type": "object"
+}

addedOutput schema / $defs / SignalledProcessTermination

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "kind": {
+      "const": "signalled",
+      "default": "signalled",
+      "title": "Kind",
+      "type": "string"
+    },
+    "signal": {
+      "exclusiveMinimum": 0,
+      "title": "Signal",
+      "type": "integer"
+    }
+  },
+  "required": [
+    "signal"
+  ],
+  "title": "SignalledProcessTermination",
+  "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_KernelBuildImportResult_ / properties / result / $ref
```
Removed value: -"#/$defs/KernelBuildImportResult"
```
addedOutput schema / $defs / SuccessPayload_KernelBuildImportResult_ / properties / result / additionalProperties
```
Added value: +false
```

addedOutput schema / $defs / SuccessPayload_KernelBuildImportResult_ / properties / result / properties

Added value: +{
+  "corpus_commit_id": {
+    "title": "Corpus Commit Id",
+    "type": "string"
+  },
+  "manifest_artifact_id": {
+    "title": "Manifest Artifact Id",
+    "type": "string"
+  },
+  "pipeline_ids": {
+    "items": {
+      "type": "string"
+    },
+    "title": "Pipeline Ids",
+    "type": "array"
+  },
+  "run": {
+    "$ref": "#/$defs/RunManifest"
+  }
+}

addedOutput schema / $defs / SuccessPayload_KernelBuildImportResult_ / properties / result / required
```
Added value: +[
+  "run",
+  "manifest_artifact_id",
+  "pipeline_ids",
+  "corpus_commit_id"
+]
```
addedOutput schema / $defs / SuccessPayload_KernelBuildImportResult_ / properties / result / title
```
Added value: +"KernelBuildImportResult"
```
addedOutput schema / $defs / SuccessPayload_KernelBuildImportResult_ / properties / result / type
```
Added value: +"object"
```
removedOutput schema / $defs / SuccessPayload_KernelBuildImportResult_ / properties / schema_version
```
Removed value: -{
-  "const": 1,
-  "title": "Schema Version",
-  "type": "integer"
-}
```

changedOutput schema / $defs / SuccessPayload_KernelBuildImportResult_ / required

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

addedOutput schema / $defs / ToolAction

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "action": {
+      "$ref": "#/$defs/ActionId"
+    },
+    "arguments": {
+      "additionalProperties": true,
+      "title": "Arguments",
+      "type": "object"
+    },
+    "kind": {
+      "const": "tool",
+      "default": "tool",
+      "title": "Kind",
+      "type": "string"
+    }
+  },
+  "required": [
+    "action"
+  ],
+  "title": "ToolAction",
+  "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 / UnregisteredPipelineStage

Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "artifact_id": {
-      "const": null,
-      "default": null,
-      "title": "Artifact Id",
-      "type": "null"
-    },
-    "artifact_length": {
-      "const": null,
-      "default": null,
-      "title": "Artifact Length",
-      "type": "null"
-    },
-    "elapsed_ns": {
-      "anyOf": [
-        {
-          "type": "integer"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Elapsed Ns"
-    },
-    "extractor": {
-      "anyOf": [
-        {
-          "type": "string"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Extractor"
-    },
-    "extractor_version": {
-      "anyOf": [
-        {
-          "type": "string"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Extractor Version"
-    },
-    "format": {
-      "title": "Format",
-      "type": "string"
-    },
-    "format_schema": {
-      "title": "Format Schema",
-      "type": "string"
-    },
-    "limitations": {
-      "items": {
-        "type": "string"
-      },
-      "title": "Limitations",
-      "type": "array"
-    },
-    "name": {
-      "title": "Name",
-      "type": "string"
-    },
-    "ordinal": {
-      "title": "Ordinal",
-      "type": "integer"
-    },
-    "predecessor": {
-      "anyOf": [
-        {
-          "type": "string"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Predecessor"
-    },
-    "producer": {
-      "title": "Producer",
-      "type": "string"
-    },
-    "producer_version": {
-      "title": "Producer Version",
-      "type": "string"
-    },
-    "registration_id": {
-      "const": null,
-      "default": null,
-      "title": "Registration Id",
-      "type": "null"
-    },
-    "sensitivity": {
-      "const": null,
-      "default": null,
-      "title": "Sensitivity",
-      "type": "null"
-    },
-    "status": {
-      "enum": [
-        "skipped",
-        "unavailable",
-        "failed"
-      ],
-      "title": "Status",
-      "type": "string"
-    },
-    "structural_summary": {
-      "anyOf": [
-        {
-          "additionalProperties": {
-            "$ref": "#/$defs/JsonValue"
-          },
-          "type": "object"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Structural Summary"
-    }
-  },
-  "required": [
-    "name",
-    "ordinal",
-    "predecessor",
-    "format",
-    "format_schema",
-    "producer",
-    "producer_version",
-    "extractor",
-    "extractor_version",
-    "structural_summary",
-    "elapsed_ns",
-    "limitations",
-    "status"
-  ],
-  "title": "UnregisteredPipelineStage",
-  "type": "object"
-}

addedOutput schema / $defs / UnreportedProcessTermination

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "kind": {
+      "const": "unreported",
+      "default": "unreported",
+      "title": "Kind",
+      "type": "string"
+    }
+  },
+  "title": "UnreportedProcessTermination",
+  "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"
-}

addedOutput schema / $defs / WorkloadExecutionIdentity / properties / quality / $ref
```
Added value: +"#/$defs/ExecutionIdentityQuality"
```
removedOutput schema / $defs / WorkloadExecutionIdentity / properties / quality / enum
```
Removed value: -[
-  "exact",
-  "partial",
-  "unknown",
-  "not_applicable"
-]
```
removedOutput schema / $defs / WorkloadExecutionIdentity / properties / quality / title
```
Removed value: -"Quality"
```
removedOutput schema / $defs / WorkloadExecutionIdentity / properties / quality / type
```
Removed value: -"string"
```

removedOutput schema / $defs / WorkloadExecutionIdentity / properties / schema_version

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

Addedv0.1.12Aug 10, 2026

TDQS

C2.9/5.0

Behavior3/5

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

Annotations already signal that this is not read-only and not idempotent. The description adds that each dump group gets one lineage registration, which is a useful side-effect detail beyond the annotations. However, it does not address duplicate imports, existing lineage handling, or required permissions.

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?

The description is a single, front-loaded sentence with no filler or repetition. It efficiently states the resource, action, and a key behavioral rule.

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

Completeness2/5

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

For a mutating import tool with three parameters and substantial sibling overlap, this description is too thin. It omits selection criteria, the meaning of sensitivity levels, the implications of source_root, and duplicate/lineage behavior. The presence of an output schema covers return values, but not the guidance needed to invoke the tool correctly.

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

Parameters1/5

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

Schema description coverage is only 33%, with only path having a description. The tool description adds no meaning for sensitivity or source_root, and these parameters are left to inference from enum labels and names. With low schema coverage, the description needed to compensate and did not.

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

Purpose4/5

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

The description states a specific action ('Import native compiler evidence') and a precise registration rule ('register one lineage per dump group'), which makes the core purpose clear. It differentiates from generic import_artifact or extract-style siblings, though it does not explicitly name any sibling it is not.

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?

No when-to-use guidance, prerequisites, or exclusions are provided. With many sibling tools like import_artifact, import_static_analysis, and extract_kernel_validation, the agent must infer when this tool is the right choice from the phrase 'native compiler evidence' alone.

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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