flameox

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compare_run_sets

Read-onlyIdempotent

Compare baseline and candidate run sets on a metric to preview improvement or regression. Get statistical significance and practical threshold without saving; use record_comparison to persist.

Instructions

Preview compatible frozen cohorts without persistence; use record_comparison to save.

Input Schema

TableJSON Schema

Name	Required	Description	Default
`request`	Yes

Output Schema

TableJSON Schema

Name	Required	Description	Default
No arguments

Schema Changelog

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

Changed131 schema fields changedv0.1.15Aug 30, 2026

addedInput schema / $defs / MeasurementCompareRunSetsRequest / properties / estimand

Added value: +{
+  "anyOf": [
+    {
+      "enum": [
+        "median_paired_log_ratio",
+        "difference_in_median_logs"
+      ],
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Estimand"
+}

addedInput schema / $defs / MeasurementCompareRunSetsRequest / properties / polarity / $ref
```
Added value: +"#/$defs/MetricPolarity"
```
removedInput schema / $defs / MeasurementCompareRunSetsRequest / properties / polarity / enum
```
Removed value: -[
-  "lower_is_better",
-  "higher_is_better",
-  "neutral"
-]
```
removedInput schema / $defs / MeasurementCompareRunSetsRequest / properties / polarity / title
```
Removed value: -"Polarity"
```
removedInput schema / $defs / MeasurementCompareRunSetsRequest / properties / polarity / type
```
Removed value: -"string"
```

addedInput schema / $defs / MeasurementCompareRunSetsRequest / properties / series

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

addedInput schema / $defs / MeasurementSeriesSelector

Added value: +{
+  "additionalProperties": false,
+  "description": "The semantic identity of one normalized measurement population.",
+  "properties": {
+    "aggregation": {
+      "maxLength": 200,
+      "minLength": 1,
+      "title": "Aggregation",
+      "type": "string"
+    },
+    "dimensions": {
+      "additionalProperties": {
+        "type": "string"
+      },
+      "maxProperties": 64,
+      "title": "Dimensions",
+      "type": "object"
+    },
+    "loop_count": {
+      "anyOf": [
+        {
+          "minimum": 1,
+          "type": "integer"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Loop Count"
+    },
+    "phase": {
+      "anyOf": [
+        {
+          "maxLength": 200,
+          "minLength": 1,
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Phase"
+    },
+    "scope": {
+      "maxLength": 200,
+      "minLength": 1,
+      "title": "Scope",
+      "type": "string"
+    }
+  },
+  "required": [
+    "scope",
+    "aggregation"
+  ],
+  "title": "MeasurementSeriesSelector",
+  "type": "object"
+}

addedInput schema / $defs / MetricPolarity

Added value: +{
+  "enum": [
+    "lower_is_better",
+    "higher_is_better",
+    "neutral"
+  ],
+  "title": "MetricPolarity",
+  "type": "string"
+}

addedInput schema / $defs / RuntimeResourceCompareRunSetsRequest / properties / estimand

Added value: +{
+  "anyOf": [
+    {
+      "enum": [
+        "median_paired_log_ratio",
+        "difference_in_median_logs"
+      ],
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Estimand"
+}

addedInput schema / $defs / RuntimeResourceCompareRunSetsRequest / properties / metric / $ref
```
Added value: +"#/$defs/RuntimeResourceMetric"
```

removedInput schema / $defs / RuntimeResourceCompareRunSetsRequest / properties / metric / enum

Removed value: -[
-  "runtime_resource.peak_rss_bytes",
-  "runtime_resource.minimum_free_bytes",
-  "runtime_resource.staging_growth_bytes"
-]

removedInput schema / $defs / RuntimeResourceCompareRunSetsRequest / properties / metric / title
```
Removed value: -"Metric"
```
removedInput schema / $defs / RuntimeResourceCompareRunSetsRequest / properties / metric / type
```
Removed value: -"string"
```
addedInput schema / $defs / RuntimeResourceCompareRunSetsRequest / properties / polarity / $ref
```
Added value: +"#/$defs/MetricPolarity"
```
removedInput schema / $defs / RuntimeResourceCompareRunSetsRequest / properties / polarity / enum
```
Removed value: -[
-  "lower_is_better",
-  "higher_is_better",
-  "neutral"
-]
```
removedInput schema / $defs / RuntimeResourceCompareRunSetsRequest / properties / polarity / title
```
Removed value: -"Polarity"
```
removedInput schema / $defs / RuntimeResourceCompareRunSetsRequest / properties / polarity / type
```
Removed value: -"string"
```

addedInput schema / $defs / RuntimeResourceMetric

Added value: +{
+  "enum": [
+    "runtime_resource.peak_rss_bytes",
+    "runtime_resource.minimum_free_bytes",
+    "runtime_resource.staging_growth_bytes"
+  ],
+  "type": "string"
+}

removedOutput schema / $defs / AnalysisRecord / properties / schema_version

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

changedOutput schema / $defs / Comparison / properties / absolute_change / anyOf

Previous value: -[
-  {
-    "discriminator": {
-      "mapping": {
-        "floating": "#/$defs/FloatingValue",
-        "integer": "#/$defs/IntegerValue"
-      },
-      "propertyName": "kind"
-    },
-    "oneOf": [
-      {
-        "$ref": "#/$defs/IntegerValue"
-      },
-      {
-        "$ref": "#/$defs/FloatingValue"
-      }
-    ]
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "discriminator": {
+      "mapping": {
+        "floating": "#/$defs/FloatingValue",
+        "integer": "#/$defs/IntegerValue",
+        "unsigned_integer": "#/$defs/UnsignedIntegerValue"
+      },
+      "propertyName": "kind"
+    },
+    "oneOf": [
+      {
+        "$ref": "#/$defs/IntegerValue"
+      },
+      {
+        "$ref": "#/$defs/UnsignedIntegerValue"
+      },
+      {
+        "$ref": "#/$defs/FloatingValue"
+      }
+    ]
+  },
+  {
+    "type": "null"
+  }
+]

addedOutput schema / $defs / Comparison / properties / baseline_missing_n

Added value: +{
+  "default": 0,
+  "minimum": 0,
+  "title": "Baseline Missing N",
+  "type": "integer"
+}

addedOutput schema / $defs / Comparison / properties / baseline_out_of_domain_n

Added value: +{
+  "default": 0,
+  "minimum": 0,
+  "title": "Baseline Out Of Domain N",
+  "type": "integer"
+}

changedOutput schema / $defs / Comparison / properties / baseline_value / anyOf

Previous value: -[
-  {
-    "discriminator": {
-      "mapping": {
-        "floating": "#/$defs/FloatingValue",
-        "integer": "#/$defs/IntegerValue"
-      },
-      "propertyName": "kind"
-    },
-    "oneOf": [
-      {
-        "$ref": "#/$defs/IntegerValue"
-      },
-      {
-        "$ref": "#/$defs/FloatingValue"
-      }
-    ]
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "discriminator": {
+      "mapping": {
+        "floating": "#/$defs/FloatingValue",
+        "integer": "#/$defs/IntegerValue",
+        "unsigned_integer": "#/$defs/UnsignedIntegerValue"
+      },
+      "propertyName": "kind"
+    },
+    "oneOf": [
+      {
+        "$ref": "#/$defs/IntegerValue"
+      },
+      {
+        "$ref": "#/$defs/UnsignedIntegerValue"
+      },
+      {
+        "$ref": "#/$defs/FloatingValue"
+      }
+    ]
+  },
+  {
+    "type": "null"
+  }
+]

addedOutput schema / $defs / Comparison / properties / candidate_missing_n

Added value: +{
+  "default": 0,
+  "minimum": 0,
+  "title": "Candidate Missing N",
+  "type": "integer"
+}

addedOutput schema / $defs / Comparison / properties / candidate_out_of_domain_n

Added value: +{
+  "default": 0,
+  "minimum": 0,
+  "title": "Candidate Out Of Domain N",
+  "type": "integer"
+}

changedOutput schema / $defs / Comparison / properties / candidate_value / anyOf

Previous value: -[
-  {
-    "discriminator": {
-      "mapping": {
-        "floating": "#/$defs/FloatingValue",
-        "integer": "#/$defs/IntegerValue"
-      },
-      "propertyName": "kind"
-    },
-    "oneOf": [
-      {
-        "$ref": "#/$defs/IntegerValue"
-      },
-      {
-        "$ref": "#/$defs/FloatingValue"
-      }
-    ]
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "discriminator": {
+      "mapping": {
+        "floating": "#/$defs/FloatingValue",
+        "integer": "#/$defs/IntegerValue",
+        "unsigned_integer": "#/$defs/UnsignedIntegerValue"
+      },
+      "propertyName": "kind"
+    },
+    "oneOf": [
+      {
+        "$ref": "#/$defs/IntegerValue"
+      },
+      {
+        "$ref": "#/$defs/UnsignedIntegerValue"
+      },
+      {
+        "$ref": "#/$defs/FloatingValue"
+      }
+    ]
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / $defs / Comparison / properties / confidence_high

Removed value: -{
-  "anyOf": [
-    {
-      "type": "number"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "title": "Confidence High"
-}

addedOutput schema / $defs / Comparison / properties / confidence_interval

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

removedOutput schema / $defs / Comparison / properties / confidence_level

Removed value: -{
-  "anyOf": [
-    {
-      "type": "number"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "title": "Confidence Level"
-}

removedOutput schema / $defs / Comparison / properties / confidence_low

Removed value: -{
-  "anyOf": [
-    {
-      "type": "number"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "title": "Confidence Low"
-}

addedOutput schema / $defs / Comparison / properties / measurement_series_id

Added value: +{
+  "anyOf": [
+    {
+      "pattern": "^sha256:[0-9a-f]{64}$",
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Measurement Series Id"
+}

addedOutput schema / $defs / Comparison / properties / metric_contract_id

Added value: +{
+  "pattern": "^sha256:[0-9a-f]{64}$",
+  "title": "Metric Contract Id",
+  "type": "string"
+}

addedOutput schema / $defs / Comparison / properties / metric_source

Added value: +{
+  "$ref": "#/$defs/MetricSource",
+  "default": "measurement"
+}

removedOutput schema / $defs / Comparison / properties / paired

Removed value: -{
-  "title": "Paired",
-  "type": "boolean"
-}

addedOutput schema / $defs / Comparison / properties / polarity / $ref
```
Added value: +"#/$defs/MetricPolarity"
```

removedOutput schema / $defs / Comparison / properties / polarity / enum

Removed value: -[
-  "lower_is_better",
-  "higher_is_better",
-  "neutral"
-]

removedOutput schema / $defs / Comparison / properties / polarity / title
```
Removed value: -"Polarity"
```
removedOutput schema / $defs / Comparison / properties / polarity / type
```
Removed value: -"string"
```

addedOutput schema / $defs / Comparison / properties / protocol_identity_id

Added value: +{
+  "anyOf": [
+    {
+      "pattern": "^sha256:[0-9a-f]{64}$",
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Protocol Identity Id"
+}

removedOutput schema / $defs / Comparison / properties / schema_version

Removed value: -{
-  "const": 2,
-  "default": 2,
-  "title": "Schema Version",
-  "type": "integer"
-}

addedOutput schema / $defs / Comparison / properties / value_domain

Added value: +{
+  "$ref": "#/$defs/MetricValueDomain",
+  "default": "strictly_positive"
+}

addedOutput schema / $defs / Comparison / properties / zero_policy

Added value: +{
+  "$ref": "#/$defs/MetricZeroPolicy",
+  "default": "reject"
+}

changedOutput schema / $defs / Comparison / required

Previous value: -[
-  "comparison_id",
-  "baseline_run_set_id",
-  "candidate_run_set_id",
-  "metric",
-  "unit",
-  "polarity",
-  "estimand",
-  "practical_threshold",
-  "method",
-  "independent_unit",
-  "paired",
-  "baseline_attempted_n",
-  "baseline_eligible_n",
-  "candidate_attempted_n",
-  "candidate_eligible_n",
-  "decision",
-  "validity"
-]New value: +[
+  "comparison_id",
+  "baseline_run_set_id",
+  "candidate_run_set_id",
+  "metric",
+  "unit",
+  "metric_contract_id",
+  "polarity",
+  "estimand",
+  "practical_threshold",
+  "method",
+  "independent_unit",
+  "baseline_attempted_n",
+  "baseline_eligible_n",
+  "candidate_attempted_n",
+  "candidate_eligible_n",
+  "decision",
+  "validity"
+]

removedOutput schema / $defs / ComparisonResult

Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "analysis": {
-      "anyOf": [
-        {
-          "$ref": "#/$defs/AnalysisRecord"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "default": null
-    },
-    "baseline_run_set": {
-      "$ref": "#/$defs/RunSet"
-    },
-    "candidate_run_set": {
-      "$ref": "#/$defs/RunSet"
-    },
-    "comparison": {
-      "$ref": "#/$defs/Comparison"
-    },
-    "corpus_commit_id": {
-      "title": "Corpus Commit Id",
-      "type": "string"
-    },
-    "evidence": {
-      "default": [],
-      "items": {
-        "$ref": "#/$defs/EvidenceReference"
-      },
-      "title": "Evidence",
-      "type": "array"
-    },
-    "materialized_commit_id": {
-      "anyOf": [
-        {
-          "type": "string"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "default": null,
-      "title": "Materialized Commit Id"
-    },
-    "profile_changes": {
-      "default": [],
-      "items": {
-        "$ref": "#/$defs/ProfileChange"
-      },
-      "title": "Profile Changes",
-      "type": "array"
-    },
-    "schema_version": {
-      "const": 2,
-      "default": 2,
-      "title": "Schema Version",
-      "type": "integer"
-    }
-  },
-  "required": [
-    "comparison",
-    "baseline_run_set",
-    "candidate_run_set",
-    "corpus_commit_id"
-  ],
-  "title": "ComparisonResult",
-  "type": "object"
-}

addedOutput schema / $defs / ConfidenceInterval

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "high": {
+      "title": "High",
+      "type": "number"
+    },
+    "level": {
+      "exclusiveMaximum": 1,
+      "exclusiveMinimum": 0,
+      "title": "Level",
+      "type": "number"
+    },
+    "low": {
+      "title": "Low",
+      "type": "number"
+    }
+  },
+  "required": [
+    "low",
+    "high",
+    "level"
+  ],
+  "title": "ConfidenceInterval",
+  "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 / EvidenceReference / properties / owner_revision

Added value: +{
+  "anyOf": [
+    {
+      "minimum": 1,
+      "type": "integer"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Owner Revision"
+}

addedOutput schema / $defs / EvidenceReference / properties / ref_type / $ref
```
Added value: +"#/$defs/EvidenceReferenceType"
```

removedOutput schema / $defs / EvidenceReference / properties / ref_type / enum

Removed value: -[
-  "analysis",
-  "artifact",
-  "comparison",
-  "generation",
-  "observation",
-  "run",
-  "run_set",
-  "trial"
-]

removedOutput schema / $defs / EvidenceReference / properties / ref_type / title
```
Removed value: -"Ref Type"
```
removedOutput schema / $defs / EvidenceReference / properties / ref_type / type
```
Removed value: -"string"
```
addedOutput schema / $defs / EvidenceReference / properties / relation / $ref
```
Added value: +"#/$defs/EvidenceRelation"
```

removedOutput schema / $defs / EvidenceReference / properties / relation / enum

Removed value: -[
-  "supports",
-  "contradicts",
-  "context",
-  "validates"
-]

removedOutput schema / $defs / EvidenceReference / properties / relation / title
```
Removed value: -"Relation"
```
removedOutput schema / $defs / EvidenceReference / properties / relation / type
```
Removed value: -"string"
```

removedOutput schema / $defs / EvidenceReference / properties / schema_version

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

addedOutput schema / $defs / EvidenceReferenceType

Added value: +{
+  "enum": [
+    "analysis",
+    "artifact",
+    "comparison",
+    "generation",
+    "observation",
+    "run",
+    "run_set",
+    "static_candidate",
+    "trial"
+  ],
+  "title": "EvidenceReferenceType",
+  "type": "string"
+}

addedOutput schema / $defs / EvidenceRelation

Added value: +{
+  "enum": [
+    "supports",
+    "contradicts",
+    "context",
+    "validates"
+  ],
+  "title": "EvidenceRelation",
+  "type": "string"
+}

addedOutput schema / $defs / ExcludedRunSetMember / properties / reason / maxLength
```
Added value: +500
```
addedOutput schema / $defs / ExcludedRunSetMember / properties / reason / minLength
```
Added value: +1
```

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 / 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"
-}

addedOutput schema / $defs / MetricPolarity

Added value: +{
+  "enum": [
+    "lower_is_better",
+    "higher_is_better",
+    "neutral"
+  ],
+  "title": "MetricPolarity",
+  "type": "string"
+}

addedOutput schema / $defs / MetricSource

Added value: +{
+  "enum": [
+    "measurement",
+    "runtime_resource",
+    "kernel_validation"
+  ],
+  "title": "MetricSource",
+  "type": "string"
+}

addedOutput schema / $defs / MetricValueDomain

Added value: +{
+  "enum": [
+    "strictly_positive"
+  ],
+  "title": "MetricValueDomain",
+  "type": "string"
+}

addedOutput schema / $defs / MetricZeroPolicy

Added value: +{
+  "enum": [
+    "reject"
+  ],
+  "title": "MetricZeroPolicy",
+  "type": "string"
+}

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 / ProfileChange / properties / direction / $ref
```
Added value: +"#/$defs/ProfileChangeDirection"
```

removedOutput schema / $defs / ProfileChange / properties / direction / enum

Removed value: -[
-  "regressed",
-  "improved",
-  "changed",
-  "unchanged"
-]

removedOutput schema / $defs / ProfileChange / properties / direction / title
```
Removed value: -"Direction"
```
removedOutput schema / $defs / ProfileChange / properties / direction / type
```
Removed value: -"string"
```

addedOutput schema / $defs / ProfileChangeDirection

Added value: +{
+  "enum": [
+    "regressed",
+    "improved",
+    "changed",
+    "unchanged"
+  ],
+  "title": "ProfileChangeDirection",
+  "type": "string"
+}

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 / 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 / RunSet / properties / members / maxItems
```
Added value: +1000
```
addedOutput schema / $defs / RunSet / properties / members / minItems
```
Added value: +1
```

removedOutput schema / $defs / RunSet / properties / schema_version

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

addedOutput schema / $defs / RunSet / properties / selection / maxProperties
```
Added value: +16
```

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_ComparisonResult_ / properties / result / $ref
```
Removed value: -"#/$defs/ComparisonResult"
```
addedOutput schema / $defs / SuccessPayload_ComparisonResult_ / properties / result / additionalProperties
```
Added value: +false
```

addedOutput schema / $defs / SuccessPayload_ComparisonResult_ / properties / result / properties

Added value: +{
+  "analysis": {
+    "anyOf": [
+      {
+        "$ref": "#/$defs/AnalysisRecord"
+      },
+      {
+        "type": "null"
+      }
+    ],
+    "default": null
+  },
+  "baseline_run_set": {
+    "$ref": "#/$defs/RunSet"
+  },
+  "candidate_run_set": {
+    "$ref": "#/$defs/RunSet"
+  },
+  "comparison": {
+    "$ref": "#/$defs/Comparison"
+  },
+  "corpus_commit_id": {
+    "title": "Corpus Commit Id",
+    "type": "string"
+  },
+  "evidence": {
+    "default": [],
+    "items": {
+      "$ref": "#/$defs/EvidenceReference"
+    },
+    "title": "Evidence",
+    "type": "array"
+  },
+  "materialized_commit_id": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ],
+    "default": null,
+    "title": "Materialized Commit Id"
+  },
+  "profile_changes": {
+    "default": [],
+    "items": {
+      "$ref": "#/$defs/ProfileChange"
+    },
+    "title": "Profile Changes",
+    "type": "array"
+  }
+}

addedOutput schema / $defs / SuccessPayload_ComparisonResult_ / properties / result / required

Added value: +[
+  "comparison",
+  "baseline_run_set",
+  "candidate_run_set",
+  "corpus_commit_id"
+]

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

changedOutput schema / $defs / SuccessPayload_ComparisonResult_ / required

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

addedOutput schema / $defs / ToolName

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

addedOutput schema / $defs / UnsignedIntegerValue

Added value: +{
+  "additionalProperties": false,
+  "description": "An exact unsigned integer from a provider with uint64 semantics.",
+  "properties": {
+    "kind": {
+      "const": "unsigned_integer",
+      "default": "unsigned_integer",
+      "title": "Kind",
+      "type": "string"
+    },
+    "value": {
+      "maximum": 18446744073709552000,
+      "minimum": 0,
+      "title": "Value",
+      "type": "integer"
+    }
+  },
+  "required": [
+    "value"
+  ],
+  "title": "UnsignedIntegerValue",
+  "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"
-}

Changed73 schema fields changedv0.1.12Aug 10, 2026

removedInput schema / $defs / CompareRunSetsRequest / additionalProperties
```
Removed value: -false
```

addedInput schema / $defs / CompareRunSetsRequest / oneOf

Added value: +[
+  {
+    "$ref": "#/$defs/MeasurementCompareRunSetsRequest"
+  },
+  {
+    "$ref": "#/$defs/RuntimeResourceCompareRunSetsRequest"
+  }
+]

removedInput schema / $defs / CompareRunSetsRequest / properties

Removed value: -{
-  "baseline_run_set_id": {
-    "title": "Baseline Run Set Id",
-    "type": "string"
-  },
-  "candidate_run_set_id": {
-    "title": "Candidate Run Set Id",
-    "type": "string"
-  },
-  "confidence_level": {
-    "default": 0.95,
-    "exclusiveMaximum": 1,
-    "exclusiveMinimum": 0,
-    "title": "Confidence Level",
-    "type": "number"
-  },
-  "experiment_id": {
-    "anyOf": [
-      {
-        "type": "string"
-      },
-      {
-        "type": "null"
-      }
-    ],
-    "default": null,
-    "title": "Experiment Id"
-  },
-  "metric": {
-    "title": "Metric",
-    "type": "string"
-  },
-  "polarity": {
-    "enum": [
-      "lower_is_better",
-      "higher_is_better",
-      "neutral"
-    ],
-    "title": "Polarity",
-    "type": "string"
-  },
-  "practical_threshold": {
-    "minimum": 0,
-    "title": "Practical Threshold",
-    "type": "number"
-  },
-  "random_seed": {
-    "default": 0,
-    "minimum": 0,
-    "title": "Random Seed",
-    "type": "integer"
-  },
-  "unit": {
-    "title": "Unit",
-    "type": "string"
-  }
-}

removedInput schema / $defs / CompareRunSetsRequest / required

Removed value: -[
-  "baseline_run_set_id",
-  "candidate_run_set_id",
-  "metric",
-  "unit",
-  "polarity",
-  "practical_threshold"
-]

removedInput schema / $defs / CompareRunSetsRequest / title
```
Removed value: -"CompareRunSetsRequest"
```
removedInput schema / $defs / CompareRunSetsRequest / type
```
Removed value: -"object"
```

addedInput schema / $defs / MeasurementCompareRunSetsRequest

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "baseline_run_set_id": {
+      "title": "Baseline Run Set Id",
+      "type": "string"
+    },
+    "candidate_run_set_id": {
+      "title": "Candidate Run Set Id",
+      "type": "string"
+    },
+    "confidence_level": {
+      "default": 0.95,
+      "exclusiveMaximum": 1,
+      "exclusiveMinimum": 0,
+      "title": "Confidence Level",
+      "type": "number"
+    },
+    "experiment_id": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Experiment Id"
+    },
+    "metric": {
+      "title": "Metric",
+      "type": "string"
+    },
+    "metric_source": {
+      "const": "measurement",
+      "default": "measurement",
+      "title": "Metric Source",
+      "type": "string"
+    },
+    "polarity": {
+      "enum": [
+        "lower_is_better",
+        "higher_is_better",
+        "neutral"
+      ],
+      "title": "Polarity",
+      "type": "string"
+    },
+    "practical_threshold": {
+      "minimum": 0,
+      "title": "Practical Threshold",
+      "type": "number"
+    },
+    "random_seed": {
+      "default": 0,
+      "minimum": 0,
+      "title": "Random Seed",
+      "type": "integer"
+    },
+    "unit": {
+      "title": "Unit",
+      "type": "string"
+    }
+  },
+  "required": [
+    "baseline_run_set_id",
+    "candidate_run_set_id",
+    "polarity",
+    "practical_threshold",
+    "metric",
+    "unit"
+  ],
+  "title": "MeasurementCompareRunSetsRequest",
+  "type": "object"
+}

addedInput schema / $defs / RuntimeResourceCompareRunSetsRequest

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "baseline_run_set_id": {
+      "title": "Baseline Run Set Id",
+      "type": "string"
+    },
+    "candidate_run_set_id": {
+      "title": "Candidate Run Set Id",
+      "type": "string"
+    },
+    "confidence_level": {
+      "default": 0.95,
+      "exclusiveMaximum": 1,
+      "exclusiveMinimum": 0,
+      "title": "Confidence Level",
+      "type": "number"
+    },
+    "experiment_id": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Experiment Id"
+    },
+    "metric": {
+      "enum": [
+        "runtime_resource.peak_rss_bytes",
+        "runtime_resource.minimum_free_bytes",
+        "runtime_resource.staging_growth_bytes"
+      ],
+      "title": "Metric",
+      "type": "string"
+    },
+    "metric_source": {
+      "const": "runtime_resource",
+      "default": "runtime_resource",
+      "title": "Metric Source",
+      "type": "string"
+    },
+    "polarity": {
+      "enum": [
+        "lower_is_better",
+        "higher_is_better",
+        "neutral"
+      ],
+      "title": "Polarity",
+      "type": "string"
+    },
+    "practical_threshold": {
+      "minimum": 0,
+      "title": "Practical Threshold",
+      "type": "number"
+    },
+    "random_seed": {
+      "default": 0,
+      "minimum": 0,
+      "title": "Random Seed",
+      "type": "integer"
+    },
+    "unit": {
+      "const": "bytes",
+      "title": "Unit",
+      "type": "string"
+    }
+  },
+  "required": [
+    "baseline_run_set_id",
+    "candidate_run_set_id",
+    "polarity",
+    "practical_threshold",
+    "metric",
+    "unit"
+  ],
+  "title": "RuntimeResourceCompareRunSetsRequest",
+  "type": "object"
+}

removedInput schema / additionalProperties
```
Removed value: -false
```

addedOutput schema / $defs / Comparison / properties / absolute_change

Added value: +{
+  "anyOf": [
+    {
+      "discriminator": {
+        "mapping": {
+          "floating": "#/$defs/FloatingValue",
+          "integer": "#/$defs/IntegerValue"
+        },
+        "propertyName": "kind"
+      },
+      "oneOf": [
+        {
+          "$ref": "#/$defs/IntegerValue"
+        },
+        {
+          "$ref": "#/$defs/FloatingValue"
+        }
+      ]
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Absolute Change"
+}

removedOutput schema / $defs / Comparison / properties / absolute_change_float

Removed value: -{
-  "anyOf": [
-    {
-      "type": "number"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "title": "Absolute Change Float"
-}

removedOutput schema / $defs / Comparison / properties / absolute_change_int

Removed value: -{
-  "anyOf": [
-    {
-      "type": "integer"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "title": "Absolute Change Int"
-}

addedOutput schema / $defs / Comparison / properties / baseline_value

Added value: +{
+  "anyOf": [
+    {
+      "discriminator": {
+        "mapping": {
+          "floating": "#/$defs/FloatingValue",
+          "integer": "#/$defs/IntegerValue"
+        },
+        "propertyName": "kind"
+      },
+      "oneOf": [
+        {
+          "$ref": "#/$defs/IntegerValue"
+        },
+        {
+          "$ref": "#/$defs/FloatingValue"
+        }
+      ]
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Baseline Value"
+}

removedOutput schema / $defs / Comparison / properties / baseline_value_float

Removed value: -{
-  "anyOf": [
-    {
-      "type": "number"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "title": "Baseline Value Float"
-}

removedOutput schema / $defs / Comparison / properties / baseline_value_int

Removed value: -{
-  "anyOf": [
-    {
-      "type": "integer"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "title": "Baseline Value Int"
-}

addedOutput schema / $defs / Comparison / properties / candidate_value

Added value: +{
+  "anyOf": [
+    {
+      "discriminator": {
+        "mapping": {
+          "floating": "#/$defs/FloatingValue",
+          "integer": "#/$defs/IntegerValue"
+        },
+        "propertyName": "kind"
+      },
+      "oneOf": [
+        {
+          "$ref": "#/$defs/IntegerValue"
+        },
+        {
+          "$ref": "#/$defs/FloatingValue"
+        }
+      ]
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Candidate Value"
+}

removedOutput schema / $defs / Comparison / properties / candidate_value_float

Removed value: -{
-  "anyOf": [
-    {
-      "type": "number"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "title": "Candidate Value Float"
-}

removedOutput schema / $defs / Comparison / properties / candidate_value_int

Removed value: -{
-  "anyOf": [
-    {
-      "type": "integer"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "title": "Candidate Value Int"
-}

changedOutput schema / $defs / Comparison / properties / schema_version / const
```
Previous value: -1New value: +2
```
changedOutput schema / $defs / Comparison / properties / schema_version / default
```
Previous value: -1New value: +2
```
addedOutput schema / $defs / ComparisonResult / properties / schema_version / const
```
Added value: +2
```
changedOutput schema / $defs / ComparisonResult / properties / schema_version / default
```
Previous value: -1New value: +2
```

addedOutput schema / $defs / ConfigureInferenceRecovery

Added 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"
+}

addedOutput schema / $defs / ConfigureWorkloadRecovery

Added 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"
+}

addedOutput schema / $defs / DiscoverArtifactsRecovery

Added 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"
+}

addedOutput schema / $defs / DiscoverRunsRecovery

Added 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"
+}

addedOutput schema / $defs / DiscoverWorkflowsRecovery

Added 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"
+}

addedOutput schema / $defs / ErrorCode

Added value: +{
+  "enum": [
+    "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"
+  ],
+  "title": "ErrorCode",
+  "type": "string"
+}

addedOutput schema / $defs / ErrorDetail / properties / code / $ref
```
Added value: +"#/$defs/ErrorCode"
```
removedOutput schema / $defs / ErrorDetail / properties / code / title
```
Removed value: -"Code"
```
removedOutput schema / $defs / ErrorDetail / properties / code / type
```
Removed value: -"string"
```

addedOutput schema / $defs / ExcludedRunSetMember

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "included": {
+      "const": false,
+      "default": false,
+      "title": "Included",
+      "type": "boolean"
+    },
+    "order": {
+      "minimum": 0,
+      "title": "Order",
+      "type": "integer"
+    },
+    "reason": {
+      "title": "Reason",
+      "type": "string"
+    },
+    "run_id": {
+      "maxLength": 200,
+      "minLength": 1,
+      "title": "Run Id",
+      "type": "string"
+    },
+    "trial_id": {
+      "anyOf": [
+        {
+          "maxLength": 200,
+          "minLength": 1,
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Trial Id"
+    }
+  },
+  "required": [
+    "run_id",
+    "order",
+    "reason"
+  ],
+  "title": "ExcludedRunSetMember",
+  "type": "object"
+}

addedOutput schema / $defs / ExtractPerfettoRecovery

Added 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 / FailurePayload / properties / ok / default
```
Removed value: -false
```
removedOutput schema / $defs / FailurePayload / properties / result / default
```
Removed value: -null
```
addedOutput schema / $defs / FailurePayload / properties / schema_version / const
```
Added value: +1
```
removedOutput schema / $defs / FailurePayload / properties / schema_version / default
```
Removed value: -1
```

changedOutput schema / $defs / FailurePayload / required

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

addedOutput schema / $defs / FloatingValue

Added value: +{
+  "additionalProperties": false,
+  "description": "A finite floating-point value.",
+  "properties": {
+    "kind": {
+      "const": "floating",
+      "default": "floating",
+      "title": "Kind",
+      "type": "string"
+    },
+    "value": {
+      "title": "Value",
+      "type": "number"
+    }
+  },
+  "required": [
+    "value"
+  ],
+  "title": "FloatingValue",
+  "type": "object"
+}

addedOutput schema / $defs / ImportArtifactRecovery

Added 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 / IncludedRunSetMember

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "included": {
+      "const": true,
+      "default": true,
+      "title": "Included",
+      "type": "boolean"
+    },
+    "order": {
+      "minimum": 0,
+      "title": "Order",
+      "type": "integer"
+    },
+    "reason": {
+      "const": null,
+      "default": null,
+      "title": "Reason",
+      "type": "null"
+    },
+    "run_id": {
+      "maxLength": 200,
+      "minLength": 1,
+      "title": "Run Id",
+      "type": "string"
+    },
+    "trial_id": {
+      "anyOf": [
+        {
+          "maxLength": 200,
+          "minLength": 1,
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Trial Id"
+    }
+  },
+  "required": [
+    "run_id",
+    "order"
+  ],
+  "title": "IncludedRunSetMember",
+  "type": "object"
+}

addedOutput schema / $defs / InitializeWorkspaceRecovery

Added 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"
+}

addedOutput schema / $defs / InspectCapabilitiesRecovery

Added 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"
+}

addedOutput schema / $defs / InspectWorkloadConfigurationRecovery

Added 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"
+}

addedOutput schema / $defs / IntegerValue

Added value: +{
+  "additionalProperties": false,
+  "description": "An exact integer that can be represented by the evidence schema.",
+  "properties": {
+    "kind": {
+      "const": "integer",
+      "default": "integer",
+      "title": "Kind",
+      "type": "string"
+    },
+    "value": {
+      "maximum": 9223372036854776000,
+      "minimum": -9223372036854776000,
+      "title": "Value",
+      "type": "integer"
+    }
+  },
+  "required": [
+    "value"
+  ],
+  "title": "IntegerValue",
+  "type": "object"
+}

addedOutput schema / $defs / ManualRecovery

Added 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 / PrepareAdapterRecovery

Added 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"
+}

addedOutput schema / $defs / PrepareWorkloadDependenciesRecovery

Added 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 / additionalProperties
```
Removed value: -false
```

addedOutput schema / $defs / RecoveryAction / discriminator

Added value: +{
+  "mapping": {
+    "configure_inference": "#/$defs/ConfigureInferenceRecovery",
+    "configure_workload": "#/$defs/ConfigureWorkloadRecovery",
+    "discover_artifacts": "#/$defs/DiscoverArtifactsRecovery",
+    "discover_runs": "#/$defs/DiscoverRunsRecovery",
+    "discover_workflows": "#/$defs/DiscoverWorkflowsRecovery",
+    "extract_perfetto": "#/$defs/ExtractPerfettoRecovery",
+    "import_artifact": "#/$defs/ImportArtifactRecovery",
+    "initialize_workspace": "#/$defs/InitializeWorkspaceRecovery",
+    "inspect_capabilities": "#/$defs/InspectCapabilitiesRecovery",
+    "inspect_workload_configuration": "#/$defs/InspectWorkloadConfigurationRecovery",
+    "manual": "#/$defs/ManualRecovery",
+    "prepare_adapter": "#/$defs/PrepareAdapterRecovery",
+    "prepare_workload_dependencies": "#/$defs/PrepareWorkloadDependenciesRecovery",
+    "repeat_same_call": "#/$defs/RepeatSameCallRecovery",
+    "replan_capture": "#/$defs/ReplanCaptureRecovery",
+    "replan_inference": "#/$defs/ReplanInferenceRecovery",
+    "start_capability_setup": "#/$defs/StartCapabilitySetupRecovery",
+    "wait_then_repeat": "#/$defs/WaitThenRepeatRecovery"
+  },
+  "propertyName": "kind"
+}

addedOutput schema / $defs / RecoveryAction / oneOf

Added 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"
+  }
+]

removedOutput schema / $defs / RecoveryAction / properties

Removed value: -{
-  "context": {
-    "anyOf": [
-      {
-        "$ref": "#/$defs/RecoveryContext"
-      },
-      {
-        "type": "null"
-      }
-    ],
-    "default": null
-  },
-  "kind": {
-    "enum": [
-      "repeat_same_call",
-      "wait_then_repeat",
-      "replan_capture",
-      "initialize_workspace",
-      "configure_workload",
-      "inspect_workload_configuration",
-      "start_capability_setup",
-      "prepare_adapter",
-      "prepare_workload_dependencies",
-      "inspect_capabilities",
-      "discover_workflows",
-      "discover_runs",
-      "discover_artifacts",
-      "import_artifact",
-      "extract_perfetto",
-      "manual"
-    ],
-    "title": "Kind",
-    "type": "string"
-  },
-  "next_tool": {
-    "anyOf": [
-      {
-        "type": "string"
-      },
-      {
-        "type": "null"
-      }
-    ],
-    "default": null,
-    "title": "Next Tool"
-  },
-  "retry_after_ms": {
-    "anyOf": [
-      {
-        "minimum": 0,
-        "type": "integer"
-      },
-      {
-        "type": "null"
-      }
-    ],
-    "default": null,
-    "title": "Retry After Ms"
-  },
-  "safe_to_repeat_same_call": {
-    "title": "Safe To Repeat Same Call",
-    "type": "boolean"
-  }
-}

removedOutput schema / $defs / RecoveryAction / required

Removed value: -[
-  "kind",
-  "safe_to_repeat_same_call"
-]

removedOutput schema / $defs / RecoveryAction / title
```
Removed value: -"RecoveryAction"
```
removedOutput schema / $defs / RecoveryAction / type
```
Removed value: -"object"
```

removedOutput schema / $defs / RecoveryContext

Removed value: -{
-  "discriminator": {
-    "mapping": {
-      "configure_workload": "#/$defs/ConfigureWorkloadRecoveryContext",
-      "extract_perfetto": "#/$defs/ExtractPerfettoRecoveryContext",
-      "manual_configuration": "#/$defs/ManualConfigurationRecoveryContext"
-    },
-    "propertyName": "kind"
-  },
-  "oneOf": [
-    {
-      "$ref": "#/$defs/ConfigureWorkloadRecoveryContext"
-    },
-    {
-      "$ref": "#/$defs/ManualConfigurationRecoveryContext"
-    },
-    {
-      "$ref": "#/$defs/ExtractPerfettoRecoveryContext"
-    }
-  ]
-}

addedOutput schema / $defs / RepeatSameCallRecovery

Added 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"
+}

addedOutput schema / $defs / ReplanCaptureRecovery

Added 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"
+}

addedOutput schema / $defs / ReplanInferenceRecovery

Added 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"
+}

removedOutput schema / $defs / RunSetMember / additionalProperties
```
Removed value: -false
```

addedOutput schema / $defs / RunSetMember / discriminator

Added value: +{
+  "mapping": {
+    "False": "#/$defs/ExcludedRunSetMember",
+    "True": "#/$defs/IncludedRunSetMember"
+  },
+  "propertyName": "included"
+}

addedOutput schema / $defs / RunSetMember / oneOf

Added value: +[
+  {
+    "$ref": "#/$defs/IncludedRunSetMember"
+  },
+  {
+    "$ref": "#/$defs/ExcludedRunSetMember"
+  }
+]

removedOutput schema / $defs / RunSetMember / properties

Removed value: -{
-  "included": {
-    "default": true,
-    "title": "Included",
-    "type": "boolean"
-  },
-  "order": {
-    "minimum": 0,
-    "title": "Order",
-    "type": "integer"
-  },
-  "reason": {
-    "anyOf": [
-      {
-        "type": "string"
-      },
-      {
-        "type": "null"
-      }
-    ],
-    "default": null,
-    "title": "Reason"
-  },
-  "run_id": {
-    "maxLength": 200,
-    "minLength": 1,
-    "title": "Run Id",
-    "type": "string"
-  },
-  "trial_id": {
-    "anyOf": [
-      {
-        "maxLength": 200,
-        "minLength": 1,
-        "type": "string"
-      },
-      {
-        "type": "null"
-      }
-    ],
-    "default": null,
-    "title": "Trial Id"
-  }
-}

removedOutput schema / $defs / RunSetMember / required
```
Removed value: -[
-  "run_id",
-  "order"
-]
```
removedOutput schema / $defs / RunSetMember / title
```
Removed value: -"RunSetMember"
```
removedOutput schema / $defs / RunSetMember / type
```
Removed value: -"object"
```

addedOutput schema / $defs / StartCapabilitySetupRecovery

Added 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_ComparisonResult_ / properties / error / default
```
Removed value: -null
```
removedOutput schema / $defs / SuccessPayload_ComparisonResult_ / properties / ok / default
```
Removed value: -true
```
addedOutput schema / $defs / SuccessPayload_ComparisonResult_ / properties / schema_version / const
```
Added value: +1
```
removedOutput schema / $defs / SuccessPayload_ComparisonResult_ / properties / schema_version / default
```
Removed value: -1
```

changedOutput schema / $defs / SuccessPayload_ComparisonResult_ / required

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

addedOutput schema / $defs / WaitThenRepeatRecovery

Added 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"
+}

Changed1 schema field changedv0.1.11Aug 7, 2026

changedOutput schema / $defs / RecoveryAction / properties / kind / enum

Previous value: -[
-  "repeat_same_call",
-  "wait_then_repeat",
-  "replan_capture",
-  "initialize_workspace",
-  "configure_workload",
-  "inspect_workload_configuration",
-  "prepare_capabilities",
-  "prepare_adapter",
-  "prepare_workload_dependencies",
-  "inspect_capabilities",
-  "discover_workflows",
-  "discover_runs",
-  "discover_artifacts",
-  "import_artifact",
-  "extract_perfetto",
-  "manual"
-]New value: +[
+  "repeat_same_call",
+  "wait_then_repeat",
+  "replan_capture",
+  "initialize_workspace",
+  "configure_workload",
+  "inspect_workload_configuration",
+  "start_capability_setup",
+  "prepare_adapter",
+  "prepare_workload_dependencies",
+  "inspect_capabilities",
+  "discover_workflows",
+  "discover_runs",
+  "discover_artifacts",
+  "import_artifact",
+  "extract_perfetto",
+  "manual"
+]

First observedv0.1.9Aug 4, 2026

TDQS

A4.2/5.0

Behavior4/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is covered. The description adds a meaningful behavioral trait not in annotations: the operation is a non-persistent preview of compatible frozen cohorts. It doesn't discuss errors or auth, but the annotation coverage lowers the bar.

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 sentence, front-loaded with the core action and the no-persistence caveat, then the routing instruction. No filler or repetition of the schema.

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?

The description is sufficient for selecting the tool and understanding its non-persistent nature, and the output schema reduces the need to describe return values. However, given the oneOf request union and many required fields, it leaves the criteria for 'compatible' and how to choose between request variants mostly to the schema. A mid-range score is appropriate.

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

Parameters2/5

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

Schema description coverage is 0%, so the burden falls on the description, which only contributes the domain constraint 'frozen cohorts.' It does not explain the required baseline/candidate run-set IDs, polarity, practical threshold, metric, unit, or the measurement-vs-runtime-resource union choice. Thus it adds minimal value over the schema.

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

Purpose5/5

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

States a specific action ('Preview') on a specific resource ('compatible frozen cohorts') and explicitly distinguishes itself from record_comparison by noting it does not persist. This is more than a restatement of the tool name and lets an agent tell it apart from the recording sibling.

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

Usage Guidelines5/5

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

Explicitly frames the intended use as a dry-run/preview and names record_comparison as the tool to use when persistence is wanted. This gives the agent an actionable when/when-not rule, although it doesn't enumerate other comparison siblings like compare_artifact_pipelines.

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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