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                            "severity": {
                              "enum": [
                                "informational",
                                "warning",
                                "blocking"
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                              "type": "string"
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                          },
                          "required": [
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                          "type": "object"
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                        "type": "array"
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                      "dangerous": {
                        "type": "boolean"
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                          "workflow",
                          "diagnostic",
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                          "upgrade"
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                        "type": "string"
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                        "items": {
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                        "type": "array"
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                      "prerequisites": {
                        "items": {
                          "type": "string"
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                        "type": "array"
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                      "procedure": {
                        "items": {
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                        "type": "array"
                      },
                      "quality_score": {
                        "maximum": 1,
                        "minimum": 0,
                        "type": "number"
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                        "format": "uuid",
                        "pattern": "^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$",
                        "type": "string"
                      },
                      "risks": {
                        "items": {
                          "type": "string"
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                        "type": "array"
                      },
                      "rollback": {
                        "items": {
                          "type": "string"
                        },
                        "type": "array"
                      },
                      "summary": {
                        "type": "string"
                      },
                      "title": {
                        "type": "string"
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                      "verification": {
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                        "type": "array"
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                    },
                    "required": [
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                      "risks",
                      "verification",
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                      "conflicts",
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                    "type": "object"
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                  {
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                ]
              },
              "created_at": {
                "type": "string"
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              "expires_at": {
                "type": "string"
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                "anyOf": [
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                        "type": "string"
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                        "type": "string"
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                    "type": "object"
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              },
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                ]
              },
              "milestones": {
                "items": {
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                  "properties": {
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                    "message": {
                      "type": "string"
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              "progress_percent": {
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              "published_release_sequence": {
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                  "conflict_check",
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                  "completed",
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                "type": "string"
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              "status": {
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                  "cancelled",
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            "type": "object"
          },
          "annotations": {
            "destructiveHint": true,
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            "openWorldHint": false,
            "readOnlyHint": false
          }
        },
        {
          "name": "submit_feedback",
          "title": "Submit Feedback",
          "description": "Submit correctness, freshness, safety, or completeness feedback without including private logs.",
          "inputSchema": {
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            "properties": {
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                "minLength": 32,
                "type": "string"
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                "type": "string"
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              "sample_contribution": {
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                  "consent_version": {
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            "required": [
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            "type": "object"
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                "type": "string"
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          "annotations": {
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            "openWorldHint": false,
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        },
        {
          "name": "analyze_device_snapshot",
          "title": "Analyze Device Snapshot",
          "description": "Detect vendor, model, operating system, and version from bounded CLI output while redacting sensitive values. Input is not stored.",
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            "$schema": "http://json-schema.org/draft-07/schema#",
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                "type": "string"
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                "type": "string"
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            "required": [
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            "type": "object"
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          "outputSchema": {
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            "properties": {
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                    "properties": {
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                        "type": "array"
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                    "type": "object"
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              "retention": {
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              "sanitized_snapshot": {
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                "type": "string"
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            "type": "object"
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          "annotations": {
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            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": true
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        },
        {
          "name": "review_network_change",
          "title": "Review Network Change",
          "description": "Deterministic advisory review of commands or a configuration diff. It always returns available guidance and never executes a command. Missing or incomplete knowledge may create or update a tracked research demand.",
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                "maxItems": 100,
                "type": "array"
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              "config_diff": {
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              "context": {
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                    "maxLength": 240,
                    "minLength": 1,
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            "idempotentHint": true,
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        },
        {
          "name": "verify_network_change",
          "title": "Verify Network Change",
          "description": "Evaluate bounded before/after outputs against the signed verification plan returned by review_network_change.",
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            "$schema": "http://json-schema.org/draft-07/schema#",
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        },
        {
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                "maxLength": 240,
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              "operating_system": {
                "default": "IOS XE",
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                  "validation_level": {
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                "type": "object"
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