ThinkNEO Control Plane

Removed value: -{
-  "default": "",
-  "description": "Comma-separated model names to compare",
-  "title": "Models",
-  "type": "string"
-}

Added value: +{
+  "anyOf": [
+    {
+      "items": {},
+      "type": "array"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "Optional list of providers to compare (e.g., ['anthropic', 'openai']). Leave empty for all.",
+  "title": "Providers"
+}

Added value: +{
+  "description": "Task type to compare: 'summarization', 'code_generation', 'classification', 'translation', 'analysis', 'chat'",
+  "title": "Task Type",
+  "type": "string"
+}

Added value: +[
+  "task_type"
+]

Removed value: -{
-  "default": "30d",
-  "description": "Period: 7d, 30d, 90d",
-  "title": "Period",
-  "type": "string"
-}

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "Filter by task type: 'summarization', 'code_generation', 'classification', 'translation', etc. Leave empty for all.",
+  "title": "Task Type"
+}

Added value: +{
+  "description": "Session ID from thinkneo_start_trace",
+  "title": "Session Id",
+  "type": "string"
+}

Added value: +{
+  "default": "success",
+  "description": "Final session status: 'success', 'failure', or 'timeout'",
+  "title": "Status",
+  "type": "string"
+}

Removed value: -{
-  "description": "Trace ID to end",
-  "title": "Trace Id",
-  "type": "string"
-}

Previous value: -[
-  "trace_id"
-]New value: +[
+  "session_id"
+]

Added value: +{
+  "description": "Organization name for the trust score badge (e.g., 'Acme Corp')",
+  "title": "Org Name",
+  "type": "string"
+}

Removed value: -{
-  "default": "default",
-  "description": "Workspace name or ID",
-  "title": "Workspace",
-  "type": "string"
-}

Added value: +[
+  "org_name"
+]

Previous value: -"Time range: 1h, 24h, 7d, 30d"New value: +"Time period: '1h', '24h', '7d', or '30d'"

Added value: +{
+  "default": "30d",
+  "description": "Report period: '7d' (7 days), '30d' (30 days), or '90d' (90 days)",
+  "title": "Period",
+  "type": "string"
+}

Removed value: -{
-  "default": "default",
-  "description": "Workspace name or ID",
-  "title": "Workspace",
-  "type": "string"
-}

Added value: +{
+  "description": "Session ID to retrieve the trace for",
+  "title": "Session Id",
+  "type": "string"
+}

Removed value: -{
-  "description": "The trace ID to retrieve",
-  "title": "Trace Id",
-  "type": "string"
-}

Previous value: -[
-  "trace_id"
-]New value: +[
+  "session_id"
+]

Added value: +{
+  "description": "The report token from a trust score evaluation (URL-safe string)",
+  "title": "Report Token",
+  "type": "string"
+}

Added value: +[
+  "report_token"
+]

Added value: +{
+  "default": 0,
+  "description": "Estimated cost in USD for this event (e.g., 0.003 for an API call)",
+  "title": "Cost",
+  "type": "number"
+}

Removed value: -"info"

Previous value: -"Event type (info, warning, error, metric)"New value: +"Event type: 'tool_call', 'model_call', 'decision', 'error', 'pii_access', or 'guardrail_triggered'"

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "Brief summary of the input (max 500 chars, truncated if longer)",
+  "title": "Input Summary"
+}

Added value: +{
+  "default": 0,
+  "description": "Latency in milliseconds for this event",
+  "title": "Latency Ms",
+  "type": "integer"
+}

Removed value: -{
-  "default": "",
-  "description": "Event message",
-  "title": "Message",
-  "type": "string"
-}

Added value: +{
+  "anyOf": [
+    {
+      "additionalProperties": true,
+      "type": "object"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "Optional dict with additional event context",
+  "title": "Metadata"
+}

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "Model used (for model_call events, e.g., 'gpt-4o', 'claude-sonnet-4-20250514')",
+  "title": "Model Name"
+}

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "Brief summary of the output (max 500 chars, truncated if longer)",
+  "title": "Output Summary"
+}

Added value: +{
+  "description": "Session ID from thinkneo_start_trace",
+  "title": "Session Id",
+  "type": "string"
+}

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "Name of the tool called (for tool_call events)",
+  "title": "Tool Name"
+}

Removed value: -{
-  "description": "Trace ID to attach this event to",
-  "title": "Trace Id",
-  "type": "string"
-}

Previous value: -[
-  "trace_id"
-]New value: +[
+  "session_id",
+  "event_type"
+]

Added value: +{
+  "description": "List of conditions. Each condition: {field, operator, value}. Fields: 'model', 'provider', 'cost', 'task_type', 'agent_name', 'data_classification', 'action'. Operators: '==', '!=', '>', '>=', '<', '<=', 'in', 'not_in', 'contains', 'matches'. Example: [{\"field\": \"cost\", \"operator\": \">\", \"value\": 10000}]",
+  "items": {},
+  "title": "Conditions",
+  "type": "array"
+}

Removed value: -{
-  "description": "Policy config as JSON string",
-  "title": "Config",
-  "type": "string"
-}

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "Human-readable description of what this policy does",
+  "title": "Description"
+}

Added value: +{
+  "description": "Effect when all conditions match: 'block', 'warn', 'require_approval', or 'log'",
+  "title": "Effect",
+  "type": "string"
+}

Previous value: -"Policy name"New value: +"Policy name (e.g., 'approval_over_10k', 'pii_blocked_models')"

Removed value: -{
-  "description": "Type: cost_cap, rate_limit, model_restriction, data_region",
-  "title": "Policy Type",
-  "type": "string"
-}

Added value: +{
+  "anyOf": [
+    {
+      "additionalProperties": true,
+      "type": "object"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "Scope filter: {agents: ['agent-1', 'finance-*'], actions: ['approve_payment']}. Use ['*'] for all. Default: all agents and actions.",
+  "title": "Scope"
+}

Previous value: -[
-  "name",
-  "policy_type",
-  "config"
-]New value: +[
+  "name",
+  "conditions",
+  "effect"
+]

Added value: +{
+  "additionalProperties": true,
+  "description": "Request context to evaluate. Fields: 'model' (e.g., 'gpt-4o'), 'provider' (e.g., 'openai'), 'cost' (e.g., 15000), 'task_type' (e.g., 'legal_analysis'), 'agent_name' (e.g., 'finance-agent'), 'data_classification' (e.g., 'pii', 'public', 'confidential'), 'action' (e.g., 'approve_payment'). Example: {\"cost\": 15000, \"action\": \"approve_payment\", \"agent_name\": \"finance-bot\"}",
+  "title": "Context",
+  "type": "object"
+}

Removed value: -{
-  "description": "Policy ID to evaluate",
-  "title": "Policy Id",
-  "type": "string"
-}

Previous value: -[
-  "policy_id"
-]New value: +[
+  "context"
+]

Added value: +{
+  "default": false,
+  "description": "Include disabled/superseded policy versions",
+  "title": "Include Disabled",
+  "type": "boolean"
+}

Added value: +{
+  "default": 30,
+  "description": "Number of days to look back (default 30, max 365)",
+  "title": "Days",
+  "type": "integer"
+}

Added value: +{
+  "default": false,
+  "description": "Show only unresolved violations",
+  "title": "Unresolved Only",
+  "type": "boolean"
+}

Previous value: -"Filter by provider name"New value: +"Specific provider to check: openai, anthropic, google, mistral, xai, cohere, or together. Omit to get status for all providers."

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "Workspace context for provider routing configuration (optional)",
+  "title": "Workspace"
+}

Removed value: -{
-  "anyOf": [
-    {
-      "type": "number"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Max budget per 1M tokens in USD",
-  "title": "Budget Max Usd"
-}

Added value: +{
+  "anyOf": [
+    {
+      "type": "number"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "Maximum budget per request in USD. Omit for no limit.",
+  "title": "Budget Per Request"
+}

Added value: +{
+  "default": 1000,
+  "description": "Estimated total tokens for the request (input + output). Default 1000.",
+  "title": "Estimated Tokens",
+  "type": "integer"
+}

Added value: +{
+  "anyOf": [
+    {
+      "type": "integer"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "Maximum acceptable latency in milliseconds. Omit for no limit.",
+  "title": "Max Latency Ms"
+}

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "Comma-separated list of preferred providers (e.g., 'openai,anthropic'). These will be prioritized at similar cost.",
+  "title": "Preferred Providers"
+}

Previous value: -"Minimum quality score 0-100"New value: +"Minimum quality score required (0-100). Default 85 = enterprise-grade."

Previous value: -"Task type: chat, code, summarization, embedding, vision, reasoning"New value: +"The type of AI task: summarization, classification, code_generation, chat, analysis, translation, or embedding"

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "Optional sample text for better routing. Helps estimate token count and task complexity. Max 500 characters.",
+  "title": "Text Sample"
+}

Removed value: -{
-  "default": "openai",
-  "description": "Primary provider: openai, anthropic, google, azure",
-  "title": "Current Provider",
-  "type": "string"
-}

Added value: +{
+  "description": "Your current monthly AI API spend in USD (e.g., 5000.00)",
+  "title": "Monthly Ai Spend",
+  "type": "number"
+}

Removed value: -{
-  "description": "Current monthly AI spend in USD",
-  "title": "Monthly Ai Spend Usd",
-  "type": "number"
-}

Added value: +{
+  "default": "gpt-4o",
+  "description": "Your primary model: 'gpt-4o', 'claude-opus-4', 'claude-sonnet-4', 'gpt-4.1', or 'gemini-2.5-pro'",
+  "title": "Primary Model",
+  "type": "string"
+}

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "JSON string of task distribution, e.g., '{\"chat\": 0.3, \"summarization\": 0.2, \"code_generation\": 0.2, \"classification\": 0.15, \"analysis\": 0.1, \"translation\": 0.05}'. Values should sum to ~1.0. Omit for default enterprise distribution.",
+  "title": "Task Distribution"
+}

Previous value: -[
-  "monthly_ai_spend_usd"
-]New value: +[
+  "monthly_ai_spend"
+]

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "Filter by agent name",
+  "title": "Agent Name"
+}

Previous value: -"Days to look back"New value: +"Days to look back (default 30)"

Previous value: -"Agent name"New value: +"Agent name to set SLA for (e.g., 'support-bot', 'finance-agent')"

Previous value: -"Action on breach: alert, escalate, disable, switch_model"New value: +"Action on breach: 'alert' (notify), 'escalate' (notify + flag), 'disable' (stop agent), 'switch_model' (fallback model)"

Previous value: -"Metric: accuracy, response_quality, cost_efficiency, safety, latency"New value: +"Metric to monitor: 'accuracy' (outcome verification rate %), 'response_quality' (avg quality score), 'cost_efficiency' (cost per verified outcome), 'safety' (guardrail pass rate %), 'latency' (avg response ms)"

Previous value: -"Target threshold value"New value: +"Target threshold value (e.g., 95.0 for 95% accuracy)"

Added value: +{
+  "default": "min",
+  "description": "'min' = actual must be >= threshold (for accuracy, quality). 'max' = actual must be <= threshold (for cost, latency).",
+  "title": "Threshold Direction",
+  "type": "string"
+}

Previous value: -"Rolling window: 1h, 24h, 7d, 30d"New value: +"Rolling window: '1h', '24h', '7d', or '30d'"

Previous value: -"Filter by agent name"New value: +"Optional: specific agent name. Leave empty for all agents."

Added value: +{
+  "description": "Name of the agent being traced (e.g., 'marketing-agent', 'support-bot')",
+  "title": "Agent Name",
+  "type": "string"
+}

Added value: +{
+  "default": "generic",
+  "description": "Type of agent: 'assistant', 'autonomous', 'workflow', 'pipeline', or 'generic'",
+  "title": "Agent Type",
+  "type": "string"
+}

Added value: +{
+  "anyOf": [
+    {
+      "additionalProperties": true,
+      "type": "object"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "Optional dict with additional context (e.g., {\"task\": \"email-draft\", \"user_id\": \"u123\"})",
+  "title": "Metadata"
+}

Removed value: -{
-  "default": "ai_request",
-  "description": "Name of the operation being traced",
-  "title": "Operation",
-  "type": "string"
-}

Added value: +[
+  "agent_name"
+]

Previous value: -"json"New value: +"ndjson"

Previous value: -"Output format: json, csv"New value: +"Output format: ndjson or csv"

Removed value: -""

Previous value: -"Comma-separated model IDs"New value: +"Comma-separated model IDs to compare (e.g. gpt-4o,claude-sonnet-4-20250514,gemini-2.5-flash)"

Added value: +[
+  "models"
+]

Previous value: -"json"New value: +"ndjson"

Previous value: -"Output format: json, csv, cef"New value: +"Output format: ndjson or csv"

Previous value: -"Filter by provider name (openai, anthropic, google, nvidia, mistral, xai)"New value: +"Filter by provider name"

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Filter by action type",
-  "title": "Action"
-}

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Filter by source agent",
-  "title": "From Agent"
-}

Removed value: -{
-  "default": 24,
-  "description": "Lookback window in hours",
-  "title": "Hours",
-  "type": "integer"
-}

Removed value: -{
-  "default": 50,
-  "description": "Maximum number of records",
-  "title": "Limit",
-  "type": "integer"
-}

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Filter by outcome: 'success', 'error', 'timeout', 'rejected'",
-  "title": "Outcome"
-}

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Filter by target agent",
-  "title": "To Agent"
-}

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "Filter by trace ID",
+  "title": "Trace Id"
+}

Removed value: -{
-  "description": "Action performed: 'delegate_task', 'request_data', 'escalate', 'approve', 'notify'",
-  "title": "Action",
-  "type": "string"
-}

Removed value: -{
-  "default": 0,
-  "description": "Cost of this interaction in USD",
-  "title": "Cost Usd",
-  "type": "number"
-}

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Error message if outcome is 'error'",
-  "title": "Error Message"
-}

Removed value: -{
-  "description": "Name of the calling agent, e.g. 'orchestrator', 'support-bot'",
-  "title": "From Agent",
-  "type": "string"
-}

Removed value: -{
-  "anyOf": [
-    {
-      "type": "integer"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Latency in milliseconds",
-  "title": "Latency Ms"
-}

Added value: +{
+  "default": 50,
+  "description": "Max events to return",
+  "title": "Limit",
+  "type": "integer"
+}

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "JSON string with additional context",
-  "title": "Metadata"
-}

Removed value: -{
-  "default": "success",
-  "description": "Result: 'success', 'error', 'timeout', 'rejected', 'pending'",
-  "title": "Outcome",
-  "type": "string"
-}

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "What was delegated or requested",
-  "title": "Task Description"
-}

Removed value: -{
-  "description": "Name of the target agent, e.g. 'billing-agent', 'knowledge-retriever'",
-  "title": "To Agent",
-  "type": "string"
-}

Removed value: -[
-  "from_agent",
-  "to_agent",
-  "action"
-]

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "End date ISO format",
+  "title": "End Date"
+}

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Comma-separated event types to filter (e.g., 'tool_call,task_sent')",
-  "title": "Event Types"
-}

Previous value: -"Output format: cef, csv, json, leef, syslog"New value: +"Output format: json, csv"

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "HMAC key for signing (required if sign_hmac=true)",
-  "title": "Hmac Key"
-}

Removed value: -{
-  "default": 1000,
-  "description": "Max events to export (1-10000)",
-  "title": "Limit",
-  "type": "integer"
-}

Removed value: -{
-  "default": "7d",
-  "description": "Export period: 1d, 7d, 30d, 90d",
-  "title": "Period",
-  "type": "string"
-}

Removed value: -{
-  "default": false,
-  "description": "Sign export with HMAC SHA-256 for integrity",
-  "title": "Sign Hmac",
-  "type": "boolean"
-}

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "Start date ISO format",
+  "title": "Start Date"
+}

Removed value: -[
-  {
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]

Previous value: -nullNew value: +"default"

Previous value: -"Filter by workspace"New value: +"Workspace identifier"

Added value: +"string"

Added value: +{
+  "default": "",
+  "description": "Comma-separated model names to compare",
+  "title": "Models",
+  "type": "string"
+}

Removed value: -{
-  "anyOf": [
-    {
-      "items": {},
-      "type": "array"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Optional list of providers to compare (e.g., ['anthropic', 'openai']). Leave empty for all.",
-  "title": "Providers"
-}

Removed value: -{
-  "description": "Task type to compare: 'summarization', 'code_generation', 'classification', 'translation', 'analysis', 'chat'",
-  "title": "Task Type",
-  "type": "string"
-}

Removed value: -[
-  "task_type"
-]

Added value: +{
+  "default": "30d",
+  "description": "Period: 7d, 30d, 90d",
+  "title": "Period",
+  "type": "string"
+}

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Filter by task type: 'summarization', 'code_generation', 'classification', 'translation', etc. Leave empty for all.",
-  "title": "Task Type"
-}

Removed value: -{
-  "description": "JSON string of the A2A task object. Must include at minimum a 'message' field with 'parts'. Example: '{\"id\": \"task-1\", \"message\": {\"role\": \"user\", \"parts\": [{\"type\": \"text\", \"text\": \"Check provider status\"}]}}'",
-  "title": "A2A Task",
-  "type": "string"
-}

Added value: +{
+  "default": "",
+  "description": "A2A agent name to map",
+  "title": "Agent Name",
+  "type": "string"
+}

Removed value: -{
-  "default": "https://mcp.thinkneo.ai/mcp",
-  "description": "URL of the target MCP server endpoint (e.g. 'https://mcp.thinkneo.ai/mcp'). Defaults to ThinkNEO's own MCP server.",
-  "title": "Target Mcp Server Url",
-  "type": "string"
-}

Removed value: -[
-  "a2a_task"
-]

Added value: +{
+  "description": "Agent ID from registry",
+  "title": "Agent Id",
+  "type": "string"
+}

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "URL of the MCP server to generate an agent card for. Defaults to ThinkNEO's own server (https://mcp.thinkneo.ai/mcp). The server must support the tools/list method.",
-  "title": "Mcp Server Url"
-}

Added value: +[
+  "agent_id"
+]

Removed value: -{
-  "default": "{}",
-  "description": "JSON string of arguments to pass to the MCP tool (e.g. '{\"workspace\": \"prod\", \"period\": \"this-month\"}')",
-  "title": "Arguments",
-  "type": "string"
-}

Removed value: -{
-  "description": "Name of the MCP tool to bridge (e.g. 'thinkneo_check_spend')",
-  "title": "Mcp Tool Name",
-  "type": "string"
-}

Removed value: -{
-  "default": "https://agent.thinkneo.ai/a2a",
-  "description": "URL of the target A2A agent endpoint (e.g. 'https://agent.thinkneo.ai/a2a'). Defaults to ThinkNEO's own A2A agent.",
-  "title": "Target A2A Agent Url",
-  "type": "string"
-}

Added value: +{
+  "default": "",
+  "description": "MCP tool name to bridge",
+  "title": "Tool Name",
+  "type": "string"
+}

Removed value: -[
-  "mcp_tool_name"
-]

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Specific action to check (e.g., create-completion, use-tool, fine-tune)",
-  "title": "Action"
-}

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "AI model name to check (e.g., gpt-4o, claude-sonnet-4-6, gemini-2.0-flash)",
-  "title": "Model"
-}

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "AI provider to check (e.g., openai, anthropic, google, mistral)",
-  "title": "Provider"
-}

Added value: +"default"

Previous value: -"Workspace name or ID whose governance policies to check against"New value: +"Workspace name or ID"

Removed value: -[
-  "workspace"
-]

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "End date for a custom period in ISO format (YYYY-MM-DD). Only used when period='custom'",
-  "title": "End Date"
-}

Previous value: -"Dimension to group costs by: provider, model, team, or project"New value: +"Group costs by: provider, model, team, or project"

Previous value: -"Time period for the report: today, this-week, this-month, last-month, or custom"New value: +"Time period: today, this-week, this-month, last-month"

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Start date for a custom period in ISO format (YYYY-MM-DD). Only used when period='custom'",
-  "title": "Start Date"
-}

Added value: +"default"

Previous value: -"Workspace name or ID (e.g., 'prod-engineering', 'finance-team')"New value: +"Workspace name or ID"

Removed value: -[
-  "workspace"
-]

Removed value: -{
-  "anyOf": [
-    {
-      "type": "integer"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "For cost estimation: number of input tokens",
-  "title": "Estimate Input Tokens"
-}

Removed value: -{
-  "anyOf": [
-    {
-      "type": "integer"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "For cost estimation: number of output tokens",
-  "title": "Estimate Output Tokens"
-}

Removed value: -{
-  "anyOf": [
-    {
-      "type": "number"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Maximum input price in USD per 1M tokens",
-  "title": "Max Input Price Per M"
-}

Removed value: -{
-  "anyOf": [
-    {
-      "type": "integer"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Minimum context window in tokens",
-  "title": "Min Context"
-}

Removed value: -{
-  "anyOf": [
-    {
-      "items": {
-        "type": "string"
-      },
-      "type": "array"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Required modalities (e.g. ['text','vision'])",
-  "title": "Modalities"
-}

Added value: +{
+  "default": "",
+  "description": "Comma-separated model IDs",
+  "title": "Models",
+  "type": "string"
+}

Removed value: -{
-  "anyOf": [
-    {
-      "items": {
-        "type": "string"
-      },
-      "type": "array"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Filter by providers (list of provider names)",
-  "title": "Providers"
-}

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Filter by use case: coding, reasoning, writing, vision, long context, cheap, agentic, multilingual, EU compliant, real-time, open source",
-  "title": "Use Case"
-}

Removed value: -{
-  "default": 30,
-  "description": "Number of days to include in the report (default 30, max 365)",
-  "title": "Days",
-  "type": "integer"
-}

Added value: +{
+  "default": "json",
+  "description": "Output format: json, csv, cef",
+  "title": "Format",
+  "type": "string"
+}

Added value: +"eu-ai-act"

Previous value: -"Regulatory framework: 'lgpd', 'iso_42001', or 'eu_ai_act'"New value: +"Framework: eu-ai-act, iso-42001, soc2, nist"

Added value: +{
+  "default": "default",
+  "description": "Workspace identifier",
+  "title": "Workspace",
+  "type": "string"
+}

Removed value: -[
-  "framework"
-]

Removed value: -{
-  "default": false,
-  "description": "Strict mode: flag hypothetical/fictional framings as high risk",
-  "title": "Strict",
-  "type": "boolean"
-}

Previous value: -"Text to scan for prompt injection (max 50,000 chars)"New value: +"Text to analyze for injection attempts"

Removed value: -{
-  "description": "Session ID from thinkneo_start_trace",
-  "title": "Session Id",
-  "type": "string"
-}

Removed value: -{
-  "default": "success",
-  "description": "Final session status: 'success', 'failure', or 'timeout'",
-  "title": "Status",
-  "type": "string"
-}

Added value: +{
+  "description": "Trace ID to end",
+  "title": "Trace Id",
+  "type": "string"
+}

Previous value: -[
-  "session_id"
-]New value: +[
+  "trace_id"
+]

Removed value: -{
-  "description": "Organization name for the trust score badge (e.g., 'Acme Corp')",
-  "title": "Org Name",
-  "type": "string"
-}

Added value: +{
+  "default": "default",
+  "description": "Workspace name or ID",
+  "title": "Workspace",
+  "type": "string"
+}

Removed value: -[
-  "org_name"
-]

Added value: +"default"

Previous value: -"Workspace name or ID to retrieve current budget status for"New value: +"Workspace name or ID"

Removed value: -[
-  "workspace"
-]

Previous value: -"general"New value: +"all"

Previous value: -"Compliance framework to assess: soc2 (SOC 2 Type II), gdpr (GDPR), hipaa (HIPAA), or general (ThinkNEO AI governance)"New value: +"Filter by framework: eu-ai-act, iso-42001, nist-ai-rmf, soc2, all"

Added value: +"default"

Previous value: -"Workspace name or ID to evaluate compliance readiness for"New value: +"Workspace name or ID"

Removed value: -[
-  "workspace"
-]

Previous value: -"Time period: '1h', '24h', '7d', or '30d'"New value: +"Time range: 1h, 24h, 7d, 30d"

Removed value: -{
-  "default": "30d",
-  "description": "Report period: '7d' (7 days), '30d' (30 days), or '90d' (90 days)",
-  "title": "Period",
-  "type": "string"
-}

Added value: +{
+  "default": "default",
+  "description": "Workspace name or ID",
+  "title": "Workspace",
+  "type": "string"
+}

Removed value: -{
-  "description": "Session ID to retrieve the trace for",
-  "title": "Session Id",
-  "type": "string"
-}

Added value: +{
+  "description": "The trace ID to retrieve",
+  "title": "Trace Id",
+  "type": "string"
+}

Previous value: -[
-  "session_id"
-]New value: +[
+  "trace_id"
+]

Removed value: -{
-  "description": "The report token from a trust score evaluation (URL-safe string)",
-  "title": "Report Token",
-  "type": "string"
-}

Removed value: -[
-  "report_token"
-]

Removed value: -{
-  "default": 20,
-  "description": "Maximum number of alerts to return (1–100)",
-  "maximum": 100,
-  "minimum": 1,
-  "title": "Limit",
-  "type": "integer"
-}

Previous value: -"Filter alerts by severity level: critical, warning, info, or all"New value: +"Filter by severity: critical, high, medium, low, all"

Added value: +"default"

Previous value: -"Workspace name or ID to list active alerts for"New value: +"Workspace name or ID"

Removed value: -[
-  "workspace"
-]

Removed value: -{
-  "default": 0,
-  "description": "Estimated cost in USD for this event (e.g., 0.003 for an API call)",
-  "title": "Cost",
-  "type": "number"
-}

Added value: +"info"

Previous value: -"Event type: 'tool_call', 'model_call', 'decision', 'error', 'pii_access', or 'guardrail_triggered'"New value: +"Event type (info, warning, error, metric)"

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Brief summary of the input (max 500 chars, truncated if longer)",
-  "title": "Input Summary"
-}

Removed value: -{
-  "default": 0,
-  "description": "Latency in milliseconds for this event",
-  "title": "Latency Ms",
-  "type": "integer"
-}

Added value: +{
+  "default": "",
+  "description": "Event message",
+  "title": "Message",
+  "type": "string"
+}

Removed value: -{
-  "anyOf": [
-    {
-      "additionalProperties": true,
-      "type": "object"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Optional dict with additional event context",
-  "title": "Metadata"
-}

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Model used (for model_call events, e.g., 'gpt-4o', 'claude-sonnet-4-20250514')",
-  "title": "Model Name"
-}

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Brief summary of the output (max 500 chars, truncated if longer)",
-  "title": "Output Summary"
-}

Removed value: -{
-  "description": "Session ID from thinkneo_start_trace",
-  "title": "Session Id",
-  "type": "string"
-}

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Name of the tool called (for tool_call events)",
-  "title": "Tool Name"
-}

Added value: +{
+  "description": "Trace ID to attach this event to",
+  "title": "Trace Id",
+  "type": "string"
+}

Previous value: -[
-  "session_id",
-  "event_type"
-]New value: +[
+  "trace_id"
+]

Previous value: -"The prompt text to optimize (max 20,000 chars)"New value: +"Prompt text to analyze"

Removed value: -{
-  "description": "List of conditions. Each condition: {field, operator, value}. Fields: 'model', 'provider', 'cost', 'task_type', 'agent_name', 'data_classification', 'action'. Operators: '==', '!=', '>', '>=', '<', '<=', 'in', 'not_in', 'contains', 'matches'. Example: [{\"field\": \"cost\", \"operator\": \">\", \"value\": 10000}]",
-  "items": {},
-  "title": "Conditions",
-  "type": "array"
-}

Added value: +{
+  "description": "Policy config as JSON string",
+  "title": "Config",
+  "type": "string"
+}

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Human-readable description of what this policy does",
-  "title": "Description"
-}

Removed value: -{
-  "description": "Effect when all conditions match: 'block', 'warn', 'require_approval', or 'log'",
-  "title": "Effect",
-  "type": "string"
-}

Previous value: -"Policy name (e.g., 'approval_over_10k', 'pii_blocked_models')"New value: +"Policy name"

Added value: +{
+  "description": "Type: cost_cap, rate_limit, model_restriction, data_region",
+  "title": "Policy Type",
+  "type": "string"
+}

Removed value: -{
-  "anyOf": [
-    {
-      "additionalProperties": true,
-      "type": "object"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Scope filter: {agents: ['agent-1', 'finance-*'], actions: ['approve_payment']}. Use ['*'] for all. Default: all agents and actions.",
-  "title": "Scope"
-}

Previous value: -[
-  "name",
-  "conditions",
-  "effect"
-]New value: +[
+  "name",
+  "policy_type",
+  "config"
+]

Removed value: -{
-  "additionalProperties": true,
-  "description": "Request context to evaluate. Fields: 'model' (e.g., 'gpt-4o'), 'provider' (e.g., 'openai'), 'cost' (e.g., 15000), 'task_type' (e.g., 'legal_analysis'), 'agent_name' (e.g., 'finance-agent'), 'data_classification' (e.g., 'pii', 'public', 'confidential'), 'action' (e.g., 'approve_payment'). Example: {\"cost\": 15000, \"action\": \"approve_payment\", \"agent_name\": \"finance-bot\"}",
-  "title": "Context",
-  "type": "object"
-}

Added value: +{
+  "description": "Policy ID to evaluate",
+  "title": "Policy Id",
+  "type": "string"
+}

Previous value: -[
-  "context"
-]New value: +[
+  "policy_id"
+]

Removed value: -{
-  "default": false,
-  "description": "Include disabled/superseded policy versions",
-  "title": "Include Disabled",
-  "type": "boolean"
-}

Removed value: -{
-  "default": 30,
-  "description": "Number of days to look back (default 30, max 365)",
-  "title": "Days",
-  "type": "integer"
-}

Removed value: -{
-  "default": false,
-  "description": "Show only unresolved violations",
-  "title": "Unresolved Only",
-  "type": "boolean"
-}

Previous value: -"Specific provider to check: openai, anthropic, google, mistral, xai, cohere, or together. Omit to get status for all providers."New value: +"Filter by provider name (openai, anthropic, google, nvidia, mistral, xai)"

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Workspace context for provider routing configuration (optional)",
-  "title": "Workspace"
-}

Removed value: -{
-  "description": "Must be true to confirm rotation intent",
-  "title": "Confirm",
-  "type": "boolean"
-}

Added value: +{
+  "description": "First 8 chars of the key to rotate",
+  "title": "Key Prefix",
+  "type": "string"
+}

Previous value: -[
-  "confirm"
-]New value: +[
+  "key_prefix"
+]

Added value: +{
+  "anyOf": [
+    {
+      "type": "number"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "Max budget per 1M tokens in USD",
+  "title": "Budget Max Usd"
+}

Removed value: -{
-  "anyOf": [
-    {
-      "type": "number"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Maximum budget per request in USD. Omit for no limit.",
-  "title": "Budget Per Request"
-}

Removed value: -{
-  "default": 1000,
-  "description": "Estimated total tokens for the request (input + output). Default 1000.",
-  "title": "Estimated Tokens",
-  "type": "integer"
-}

Removed value: -{
-  "anyOf": [
-    {
-      "type": "integer"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Maximum acceptable latency in milliseconds. Omit for no limit.",
-  "title": "Max Latency Ms"
-}

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Comma-separated list of preferred providers (e.g., 'openai,anthropic'). These will be prioritized at similar cost.",
-  "title": "Preferred Providers"
-}

Previous value: -"Minimum quality score required (0-100). Default 85 = enterprise-grade."New value: +"Minimum quality score 0-100"

Previous value: -"The type of AI task: summarization, classification, code_generation, chat, analysis, translation, or embedding"New value: +"Task type: chat, code, summarization, embedding, vision, reasoning"

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Optional sample text for better routing. Helps estimate token count and task complexity. Max 500 characters.",
-  "title": "Text Sample"
-}

Added value: +{
+  "default": "openai",
+  "description": "Primary provider: openai, anthropic, google, azure",
+  "title": "Current Provider",
+  "type": "string"
+}

Removed value: -{
-  "description": "Your current monthly AI API spend in USD (e.g., 5000.00)",
-  "title": "Monthly Ai Spend",
-  "type": "number"
-}

Added value: +{
+  "description": "Current monthly AI spend in USD",
+  "title": "Monthly Ai Spend Usd",
+  "type": "number"
+}

Removed value: -{
-  "default": "gpt-4o",
-  "description": "Your primary model: 'gpt-4o', 'claude-opus-4', 'claude-sonnet-4', 'gpt-4.1', or 'gemini-2.5-pro'",
-  "title": "Primary Model",
-  "type": "string"
-}

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "JSON string of task distribution, e.g., '{\"chat\": 0.3, \"summarization\": 0.2, \"code_generation\": 0.2, \"classification\": 0.15, \"analysis\": 0.1, \"translation\": 0.05}'. Values should sum to ~1.0. Omit for default enterprise distribution.",
-  "title": "Task Distribution"
-}

Previous value: -[
-  "monthly_ai_spend"
-]New value: +[
+  "monthly_ai_spend_usd"
+]

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Filter by agent name",
-  "title": "Agent Name"
-}

Previous value: -"Days to look back (default 30)"New value: +"Days to look back"

Previous value: -"Agent name to set SLA for (e.g., 'support-bot', 'finance-agent')"New value: +"Agent name"

Previous value: -"Action on breach: 'alert' (notify), 'escalate' (notify + flag), 'disable' (stop agent), 'switch_model' (fallback model)"New value: +"Action on breach: alert, escalate, disable, switch_model"

Previous value: -"Metric to monitor: 'accuracy' (outcome verification rate %), 'response_quality' (avg quality score), 'cost_efficiency' (cost per verified outcome), 'safety' (guardrail pass rate %), 'latency' (avg response ms)"New value: +"Metric: accuracy, response_quality, cost_efficiency, safety, latency"

Previous value: -"Target threshold value (e.g., 95.0 for 95% accuracy)"New value: +"Target threshold value"

Removed value: -{
-  "default": "min",
-  "description": "'min' = actual must be >= threshold (for accuracy, quality). 'max' = actual must be <= threshold (for cost, latency).",
-  "title": "Threshold Direction",
-  "type": "string"
-}

Previous value: -"Rolling window: '1h', '24h', '7d', or '30d'"New value: +"Rolling window: 1h, 24h, 7d, 30d"

Previous value: -"Optional: specific agent name. Leave empty for all agents."New value: +"Filter by agent name"

Removed value: -{
-  "description": "Name of the agent being traced (e.g., 'marketing-agent', 'support-bot')",
-  "title": "Agent Name",
-  "type": "string"
-}

Removed value: -{
-  "default": "generic",
-  "description": "Type of agent: 'assistant', 'autonomous', 'workflow', 'pipeline', or 'generic'",
-  "title": "Agent Type",
-  "type": "string"
-}

Removed value: -{
-  "anyOf": [
-    {
-      "additionalProperties": true,
-      "type": "object"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Optional dict with additional context (e.g., {\"task\": \"email-draft\", \"user_id\": \"u123\"})",
-  "title": "Metadata"
-}

Added value: +{
+  "default": "ai_request",
+  "description": "Name of the operation being traced",
+  "title": "Operation",
+  "type": "string"
+}

Removed value: -[
-  "agent_name"
-]