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Rafid Intelligence Network

by io.github.iabdullahm
OverviewDiscussionsAdmin

strategy_performance_analysis

Read-onlyIdempotent

Calculate historical trade-level strategy performance metrics from supplied records, including P&L, win/loss statistics and supported drawdown metrics; this is historical analysis, not a forecast. When: Use when an agent needs deterministic historical performance analysis for a supplied trading strategy or trade set. Selection: specialized; prefer for Use when an agent needs deterministic historical performance analysis for a supplied trading strategy or trade set.. Input is a strict JSON object; see the schema. Price: $0.35 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
periodNo
tradesYes
riskPerTradeNo
accountEquityNo
initialEquityNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedOutput schema / anyOf
      Previous value: -[
-  {
-    "additionalProperties": false,
-    "properties": {
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-        "items": {
-          "type": "string"
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-        "type": "array"
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-        "properties": {
-          "completeTradeCount": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
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-          "incompleteTradeCount": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          },
-          "warnings": {
-            "items": {
-              "type": "string"
-            },
-            "type": "array"
-          }
-        },
-        "required": [
-          "completeTradeCount",
-          "incompleteTradeCount",
-          "warnings"
-        ],
-        "type": "object"
-      },
-      "methodology": {
-        "items": {
-          "type": "string"
-        },
-        "type": "array"
-      },
-      "metrics": {
-        "additionalProperties": false,
-        "properties": {
-          "averageHoldingPeriodSeconds": {
-            "type": [
-              "number",
-              "null"
-            ]
-          },
-          "averageLosingTrade": {
-            "type": [
-              "number",
-              "null"
-            ]
-          },
-          "averageRMultiple": {
-            "type": [
-              "number",
-              "null"
-            ]
-          },
-          "averageWinningTrade": {
-            "type": [
-              "number",
-              "null"
-            ]
-          },
-          "bestTradingDay": {
-            "type": [
-              "string",
-              "null"
-            ]
-          },
-          "breakevenTrades": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          },
-          "cumulativeReturn": {
-            "type": [
-              "number",
-              "null"
-            ]
-          },
-          "currentDrawdown": {
-            "type": [
-              "number",
-              "null"
-            ]
-          },
-          "expectancyPerTrade": {
-            "type": [
-              "number",
-              "null"
-            ]
-          },
-          "grossLoss": {
-            "type": [
-              "number",
-              "null"
-            ]
-          },
-          "grossProfit": {
-            "type": [
-              "number",
-              "null"
-            ]
-          },
-          "largestLoser": {
-            "type": [
-              "number",
-              "null"
-            ]
-          },
-          "largestWinner": {
-            "type": [
-              "number",
-              "null"
-            ]
-          },
-          "losingTrades": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          },
-          "lossRate": {
-            "type": [
-              "number",
-              "null"
-            ]
-          },
-          "maxConsecutiveLosses": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          },
-          "maxConsecutiveWins": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          },
-          "maximumDrawdown": {
-            "type": [
-              "number",
-              "null"
-            ]
-          },
-          "maximumDrawdownR": {
-            "type": [
-              "number",
-              "null"
-            ]
-          },
-          "netPnl": {
-            "type": [
-              "number",
-              "null"
-            ]
-          },
-          "profitFactor": {
-            "type": [
-              "number",
-              "null"
-            ]
-          },
-          "recoveryFactor": {
-            "type": [
-              "number",
-              "null"
-            ]
-          },
-          "sharpeRatio": {
-            "type": [
-              "number",
-              "null"
-            ]
-          },
-          "sortinoRatio": {
-            "type": [
-              "number",
-              "null"
-            ]
-          },
-          "totalR": {
-            "type": [
-              "number",
-              "null"
-            ]
-          },
-          "totalTrades": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          },
-          "volatility": {
-            "type": [
-              "number",
-              "null"
-            ]
-          },
-          "winRate": {
-            "type": [
-              "number",
-              "null"
-            ]
-          },
-          "winningTrades": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          },
-          "worstTradingDay": {
-            "type": [
-              "string",
-              "null"
-            ]
-          }
-        },
-        "required": [
-          "totalTrades",
-          "winningTrades",
-          "losingTrades",
-          "breakevenTrades",
-          "winRate",
-          "lossRate",
-          "grossProfit",
-          "grossLoss",
-          "netPnl",
-          "averageWinningTrade",
-          "averageLosingTrade",
-          "largestWinner",
-          "largestLoser",
-          "profitFactor",
-          "expectancyPerTrade",
-          "averageRMultiple",
-          "cumulativeReturn",
-          "maximumDrawdown",
-          "currentDrawdown",
-          "recoveryFactor",
-          "sharpeRatio",
-          "sortinoRatio",
-          "volatility",
-          "averageHoldingPeriodSeconds",
-          "bestTradingDay",
-          "worstTradingDay",
-          "maxConsecutiveWins",
-          "maxConsecutiveLosses"
-        ],
-        "type": "object"
-      },
-      "performanceSummary": {
-        "type": "string"
-      },
-      "riskFlags": {
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-        },
-        "type": "array"
-      },
-      "sourceTraceability": {
-        "additionalProperties": false,
-        "properties": {
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-            },
-            "type": "array"
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-          "portfolioExposure": {
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-              "SIGNALFLOW",
-              "MERGED",
-              "NEW"
-            ],
-            "type": "string"
-          },
-          "strategyPerformance": {
-            "enum": [
-              "GROK",
-              "SIGNALFLOW",
-              "MERGED",
-              "NEW"
-            ],
-            "type": "string"
-          },
-          "tradeLog": {
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-            "type": "string"
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-          "tradeRisk": {
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-              "MERGED",
-              "NEW"
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-            "type": "string"
-          }
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-          "tradeRisk",
-          "portfolioExposure",
-          "tradeLog",
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-        ],
-        "type": "object"
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-      "strengths": {
-        "items": {
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-        },
-        "type": "array"
-      },
-      "weaknesses": {
-        "items": {
-          "type": "string"
-        },
-        "type": "array"
-      }
-    },
-    "required": [
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-    "type": "object"
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-  {
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-    "properties": {
-      "nextAction": {
-        "additionalProperties": false,
-        "properties": {
-          "instruction": {
-            "type": "string"
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-          "target": {
-            "const": "x402_endpoint",
-            "type": "string"
-          },
-          "type": {
-            "const": "pay_and_retry",
-            "type": "string"
-          }
-        },
-        "required": [
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-          "instruction"
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-        "type": "object"
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-      "payment": {
-        "additionalProperties": false,
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-            "type": "string"
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-          "method": {
-            "const": "POST",
-            "type": "string"
-          },
-          "retrySameBody": {
-            "const": true,
-            "type": "boolean"
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-        },
-        "required": [
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-          "retrySameBody"
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-        "type": "object"
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-      "preview": {
-        "additionalProperties": false,
-        "properties": {
-          "fullResultAvailable": {
-            "const": true,
-            "type": "boolean"
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-          "inputAccepted": {
-            "const": true,
-            "type": "boolean"
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-          "summary": {
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-        "required": [
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-        "type": "object"
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-      "price": {
-        "additionalProperties": false,
-        "properties": {
-          "amount": {
-            "minimum": 0,
-            "type": "number"
-          },
-          "currency": {
-            "type": "string"
-          },
-          "protocol": {
-            "const": "x402",
-            "type": "string"
-          }
-        },
-        "required": [
-          "amount",
-          "currency",
-          "protocol"
-        ],
-        "type": "object"
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-      "requestId": {
-        "type": "string"
-      },
-      "status": {
-        "const": "payment_required",
-        "type": "string"
-      },
-      "tool": {
-        "type": "string"
-      }
-    },
-    "required": [
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-      "requestId",
-      "price",
-      "preview",
-      "payment",
-      "nextAction"
-    ],
-    "type": "object"
-  }
-]New value: +[
+  {
+    "additionalProperties": false,
+    "properties": {
+      "calculationAssumptions": {
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      },
+      "dataQuality": {
+        "additionalProperties": false,
+        "properties": {
+          "completeTradeCount": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "incompleteTradeCount": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "warnings": {
+            "items": {
+              "type": "string"
+            },
+            "type": "array"
+          }
+        },
+        "required": [
+          "completeTradeCount",
+          "incompleteTradeCount",
+          "warnings"
+        ],
+        "type": "object"
+      },
+      "methodology": {
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      },
+      "metrics": {
+        "additionalProperties": false,
+        "properties": {
+          "averageHoldingPeriodSeconds": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "averageLosingTrade": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "averageRMultiple": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "averageWinningTrade": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "bestTradingDay": {
+            "type": [
+              "string",
+              "null"
+            ]
+          },
+          "breakevenTrades": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "cumulativeReturn": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "currentDrawdown": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "expectancyPerTrade": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "grossLoss": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "grossProfit": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "largestLoser": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "largestWinner": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "losingTrades": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "lossRate": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "maxConsecutiveLosses": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "maxConsecutiveWins": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "maximumDrawdown": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "maximumDrawdownR": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "netPnl": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "profitFactor": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "recoveryFactor": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "sharpeRatio": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "sortinoRatio": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "totalR": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "totalTrades": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "volatility": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "winRate": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "winningTrades": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "worstTradingDay": {
+            "type": [
+              "string",
+              "null"
+            ]
+          }
+        },
+        "required": [
+          "totalTrades",
+          "winningTrades",
+          "losingTrades",
+          "breakevenTrades",
+          "winRate",
+          "lossRate",
+          "grossProfit",
+          "grossLoss",
+          "netPnl",
+          "averageWinningTrade",
+          "averageLosingTrade",
+          "largestWinner",
+          "largestLoser",
+          "profitFactor",
+          "expectancyPerTrade",
+          "averageRMultiple",
+          "cumulativeReturn",
+          "maximumDrawdown",
+          "currentDrawdown",
+          "recoveryFactor",
+          "sharpeRatio",
+          "sortinoRatio",
+          "volatility",
+          "averageHoldingPeriodSeconds",
+          "bestTradingDay",
+          "worstTradingDay",
+          "maxConsecutiveWins",
+          "maxConsecutiveLosses"
+        ],
+        "type": "object"
+      },
+      "performanceSummary": {
+        "type": "string"
+      },
+      "riskFlags": {
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      },
+      "sourceTraceability": {
+        "additionalProperties": false,
+        "properties": {
+          "notes": {
+            "items": {
+              "type": "string"
+            },
+            "type": "array"
+          },
+          "portfolioExposure": {
+            "enum": [
+              "GROK",
+              "SIGNALFLOW",
+              "MERGED",
+              "NEW"
+            ],
+            "type": "string"
+          },
+          "strategyPerformance": {
+            "enum": [
+              "GROK",
+              "SIGNALFLOW",
+              "MERGED",
+              "NEW"
+            ],
+            "type": "string"
+          },
+          "tradeLog": {
+            "enum": [
+              "GROK",
+              "SIGNALFLOW",
+              "MERGED",
+              "NEW"
+            ],
+            "type": "string"
+          },
+          "tradeRisk": {
+            "enum": [
+              "GROK",
+              "SIGNALFLOW",
+              "MERGED",
+              "NEW"
+            ],
+            "type": "string"
+          }
+        },
+        "required": [
+          "strategyPerformance",
+          "tradeRisk",
+          "portfolioExposure",
+          "tradeLog",
+          "notes"
+        ],
+        "type": "object"
+      },
+      "strengths": {
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      },
+      "weaknesses": {
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      }
+    },
+    "required": [
+      "metrics",
+      "performanceSummary",
+      "strengths",
+      "weaknesses",
+      "riskFlags",
+      "dataQuality",
+      "calculationAssumptions"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "nextAction": {
+        "additionalProperties": false,
+        "properties": {
+          "instruction": {
+            "type": "string"
+          },
+          "target": {
+            "enum": [
+              "x402_endpoint",
+              "mcp_credits_endpoint",
+              "payment_endpoint",
+              "unavailable"
+            ],
+            "type": "string"
+          },
+          "type": {
+            "enum": [
+              "pay_and_retry",
+              "authorize_and_use_mcp_credits",
+              "payment_unavailable"
+            ],
+            "type": "string"
+          }
+        },
+        "required": [
+          "type",
+          "target",
+          "instruction"
+        ],
+        "type": "object"
+      },
+      "payment": {
+        "additionalProperties": false,
+        "properties": {
+          "endpoint": {
+            "type": [
+              "string",
+              "null"
+            ]
+          },
+          "method": {
+            "const": "POST",
+            "type": "string"
+          },
+          "retrySameBody": {
+            "const": true,
+            "type": "boolean"
+          }
+        },
+        "required": [
+          "endpoint",
+          "method",
+          "retrySameBody"
+        ],
+        "type": "object"
+      },
+      "paymentGuidance": {},
+      "preview": {
+        "additionalProperties": false,
+        "properties": {
+          "fullResultAvailable": {
+            "const": true,
+            "type": "boolean"
+          },
+          "inputAccepted": {
+            "const": true,
+            "type": "boolean"
+          },
+          "summary": {
+            "type": "string"
+          },
+          "useCases": {
+            "items": {
+              "type": "string"
+            },
+            "type": "array"
+          }
+        },
+        "required": [
+          "inputAccepted",
+          "fullResultAvailable",
+          "summary",
+          "useCases"
+        ],
+        "type": "object"
+      },
+      "price": {
+        "additionalProperties": false,
+        "properties": {
+          "amount": {
+            "minimum": 0,
+            "type": "number"
+          },
+          "currency": {
+            "type": "string"
+          },
+          "protocol": {
+            "enum": [
+              "x402",
+              "api_credits",
+              "subscription",
+              "l402",
+              "mpp",
+              "unavailable"
+            ],
+            "type": "string"
+          }
+        },
+        "required": [
+          "amount",
+          "currency",
+          "protocol"
+        ],
+        "type": "object"
+      },
+      "requestId": {
+        "type": "string"
+      },
+      "status": {
+        "const": "payment_required",
+        "type": "string"
+      },
+      "tool": {
+        "type": "string"
+      }
+    },
+    "required": [
+      "status",
+      "tool",
+      "requestId",
+      "price",
+      "preview",
+      "payment",
+      "nextAction"
+    ],
+    "type": "object"
+  }
+]
  2. Changed4 schema fields changed
    • removedOutput schema / additionalProperties
      Removed value: -false
    • addedOutput schema / anyOf
      Added value: +[
+  {
+    "additionalProperties": false,
+    "properties": {
+      "calculationAssumptions": {
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      },
+      "dataQuality": {
+        "additionalProperties": false,
+        "properties": {
+          "completeTradeCount": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "incompleteTradeCount": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "warnings": {
+            "items": {
+              "type": "string"
+            },
+            "type": "array"
+          }
+        },
+        "required": [
+          "completeTradeCount",
+          "incompleteTradeCount",
+          "warnings"
+        ],
+        "type": "object"
+      },
+      "methodology": {
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      },
+      "metrics": {
+        "additionalProperties": false,
+        "properties": {
+          "averageHoldingPeriodSeconds": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "averageLosingTrade": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "averageRMultiple": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "averageWinningTrade": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "bestTradingDay": {
+            "type": [
+              "string",
+              "null"
+            ]
+          },
+          "breakevenTrades": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "cumulativeReturn": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "currentDrawdown": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "expectancyPerTrade": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "grossLoss": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "grossProfit": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "largestLoser": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "largestWinner": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "losingTrades": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "lossRate": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "maxConsecutiveLosses": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "maxConsecutiveWins": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "maximumDrawdown": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "maximumDrawdownR": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "netPnl": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "profitFactor": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "recoveryFactor": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "sharpeRatio": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "sortinoRatio": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "totalR": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "totalTrades": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "volatility": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "winRate": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "winningTrades": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "worstTradingDay": {
+            "type": [
+              "string",
+              "null"
+            ]
+          }
+        },
+        "required": [
+          "totalTrades",
+          "winningTrades",
+          "losingTrades",
+          "breakevenTrades",
+          "winRate",
+          "lossRate",
+          "grossProfit",
+          "grossLoss",
+          "netPnl",
+          "averageWinningTrade",
+          "averageLosingTrade",
+          "largestWinner",
+          "largestLoser",
+          "profitFactor",
+          "expectancyPerTrade",
+          "averageRMultiple",
+          "cumulativeReturn",
+          "maximumDrawdown",
+          "currentDrawdown",
+          "recoveryFactor",
+          "sharpeRatio",
+          "sortinoRatio",
+          "volatility",
+          "averageHoldingPeriodSeconds",
+          "bestTradingDay",
+          "worstTradingDay",
+          "maxConsecutiveWins",
+          "maxConsecutiveLosses"
+        ],
+        "type": "object"
+      },
+      "performanceSummary": {
+        "type": "string"
+      },
+      "riskFlags": {
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      },
+      "sourceTraceability": {
+        "additionalProperties": false,
+        "properties": {
+          "notes": {
+            "items": {
+              "type": "string"
+            },
+            "type": "array"
+          },
+          "portfolioExposure": {
+            "enum": [
+              "GROK",
+              "SIGNALFLOW",
+              "MERGED",
+              "NEW"
+            ],
+            "type": "string"
+          },
+          "strategyPerformance": {
+            "enum": [
+              "GROK",
+              "SIGNALFLOW",
+              "MERGED",
+              "NEW"
+            ],
+            "type": "string"
+          },
+          "tradeLog": {
+            "enum": [
+              "GROK",
+              "SIGNALFLOW",
+              "MERGED",
+              "NEW"
+            ],
+            "type": "string"
+          },
+          "tradeRisk": {
+            "enum": [
+              "GROK",
+              "SIGNALFLOW",
+              "MERGED",
+              "NEW"
+            ],
+            "type": "string"
+          }
+        },
+        "required": [
+          "strategyPerformance",
+          "tradeRisk",
+          "portfolioExposure",
+          "tradeLog",
+          "notes"
+        ],
+        "type": "object"
+      },
+      "strengths": {
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      },
+      "weaknesses": {
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      }
+    },
+    "required": [
+      "metrics",
+      "performanceSummary",
+      "strengths",
+      "weaknesses",
+      "riskFlags",
+      "dataQuality",
+      "calculationAssumptions"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "nextAction": {
+        "additionalProperties": false,
+        "properties": {
+          "instruction": {
+            "type": "string"
+          },
+          "target": {
+            "const": "x402_endpoint",
+            "type": "string"
+          },
+          "type": {
+            "const": "pay_and_retry",
+            "type": "string"
+          }
+        },
+        "required": [
+          "type",
+          "target",
+          "instruction"
+        ],
+        "type": "object"
+      },
+      "payment": {
+        "additionalProperties": false,
+        "properties": {
+          "endpoint": {
+            "type": "string"
+          },
+          "method": {
+            "const": "POST",
+            "type": "string"
+          },
+          "retrySameBody": {
+            "const": true,
+            "type": "boolean"
+          }
+        },
+        "required": [
+          "endpoint",
+          "method",
+          "retrySameBody"
+        ],
+        "type": "object"
+      },
+      "preview": {
+        "additionalProperties": false,
+        "properties": {
+          "fullResultAvailable": {
+            "const": true,
+            "type": "boolean"
+          },
+          "inputAccepted": {
+            "const": true,
+            "type": "boolean"
+          },
+          "summary": {
+            "type": "string"
+          },
+          "useCases": {
+            "items": {
+              "type": "string"
+            },
+            "type": "array"
+          }
+        },
+        "required": [
+          "inputAccepted",
+          "fullResultAvailable",
+          "summary",
+          "useCases"
+        ],
+        "type": "object"
+      },
+      "price": {
+        "additionalProperties": false,
+        "properties": {
+          "amount": {
+            "minimum": 0,
+            "type": "number"
+          },
+          "currency": {
+            "type": "string"
+          },
+          "protocol": {
+            "const": "x402",
+            "type": "string"
+          }
+        },
+        "required": [
+          "amount",
+          "currency",
+          "protocol"
+        ],
+        "type": "object"
+      },
+      "requestId": {
+        "type": "string"
+      },
+      "status": {
+        "const": "payment_required",
+        "type": "string"
+      },
+      "tool": {
+        "type": "string"
+      }
+    },
+    "required": [
+      "status",
+      "tool",
+      "requestId",
+      "price",
+      "preview",
+      "payment",
+      "nextAction"
+    ],
+    "type": "object"
+  }
+]
    • removedOutput schema / properties
      Removed value: -{
-  "calculationAssumptions": {
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  "dataQuality": {
-    "additionalProperties": false,
-    "properties": {
-      "completeTradeCount": {
-        "maximum": 9007199254740991,
-        "minimum": 0,
-        "type": "integer"
-      },
-      "incompleteTradeCount": {
-        "maximum": 9007199254740991,
-        "minimum": 0,
-        "type": "integer"
-      },
-      "warnings": {
-        "items": {
-          "type": "string"
-        },
-        "type": "array"
-      }
-    },
-    "required": [
-      "completeTradeCount",
-      "incompleteTradeCount",
-      "warnings"
-    ],
-    "type": "object"
-  },
-  "methodology": {
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  "metrics": {
-    "additionalProperties": false,
-    "properties": {
-      "averageHoldingPeriodSeconds": {
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "averageLosingTrade": {
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "averageRMultiple": {
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "averageWinningTrade": {
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "bestTradingDay": {
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "breakevenTrades": {
-        "maximum": 9007199254740991,
-        "minimum": 0,
-        "type": "integer"
-      },
-      "cumulativeReturn": {
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "currentDrawdown": {
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "expectancyPerTrade": {
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "grossLoss": {
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "grossProfit": {
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "largestLoser": {
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "largestWinner": {
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "losingTrades": {
-        "maximum": 9007199254740991,
-        "minimum": 0,
-        "type": "integer"
-      },
-      "lossRate": {
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "maxConsecutiveLosses": {
-        "maximum": 9007199254740991,
-        "minimum": 0,
-        "type": "integer"
-      },
-      "maxConsecutiveWins": {
-        "maximum": 9007199254740991,
-        "minimum": 0,
-        "type": "integer"
-      },
-      "maximumDrawdown": {
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "maximumDrawdownR": {
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "netPnl": {
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "profitFactor": {
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "recoveryFactor": {
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "sharpeRatio": {
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "sortinoRatio": {
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "totalR": {
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "totalTrades": {
-        "maximum": 9007199254740991,
-        "minimum": 0,
-        "type": "integer"
-      },
-      "volatility": {
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "winRate": {
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "winningTrades": {
-        "maximum": 9007199254740991,
-        "minimum": 0,
-        "type": "integer"
-      },
-      "worstTradingDay": {
-        "type": [
-          "string",
-          "null"
-        ]
-      }
-    },
-    "required": [
-      "totalTrades",
-      "winningTrades",
-      "losingTrades",
-      "breakevenTrades",
-      "winRate",
-      "lossRate",
-      "grossProfit",
-      "grossLoss",
-      "netPnl",
-      "averageWinningTrade",
-      "averageLosingTrade",
-      "largestWinner",
-      "largestLoser",
-      "profitFactor",
-      "expectancyPerTrade",
-      "averageRMultiple",
-      "cumulativeReturn",
-      "maximumDrawdown",
-      "currentDrawdown",
-      "recoveryFactor",
-      "sharpeRatio",
-      "sortinoRatio",
-      "volatility",
-      "averageHoldingPeriodSeconds",
-      "bestTradingDay",
-      "worstTradingDay",
-      "maxConsecutiveWins",
-      "maxConsecutiveLosses"
-    ],
-    "type": "object"
-  },
-  "performanceSummary": {
-    "type": "string"
-  },
-  "riskFlags": {
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  "sourceTraceability": {
-    "additionalProperties": false,
-    "properties": {
-      "notes": {
-        "items": {
-          "type": "string"
-        },
-        "type": "array"
-      },
-      "portfolioExposure": {
-        "enum": [
-          "GROK",
-          "SIGNALFLOW",
-          "MERGED",
-          "NEW"
-        ],
-        "type": "string"
-      },
-      "strategyPerformance": {
-        "enum": [
-          "GROK",
-          "SIGNALFLOW",
-          "MERGED",
-          "NEW"
-        ],
-        "type": "string"
-      },
-      "tradeLog": {
-        "enum": [
-          "GROK",
-          "SIGNALFLOW",
-          "MERGED",
-          "NEW"
-        ],
-        "type": "string"
-      },
-      "tradeRisk": {
-        "enum": [
-          "GROK",
-          "SIGNALFLOW",
-          "MERGED",
-          "NEW"
-        ],
-        "type": "string"
-      }
-    },
-    "required": [
-      "strategyPerformance",
-      "tradeRisk",
-      "portfolioExposure",
-      "tradeLog",
-      "notes"
-    ],
-    "type": "object"
-  },
-  "strengths": {
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  "weaknesses": {
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  }
-}
    • removedOutput schema / required
      Removed value: -[
-  "metrics",
-  "performanceSummary",
-  "strengths",
-  "weaknesses",
-  "riskFlags",
-  "dataQuality",
-  "calculationAssumptions"
-]
  3. Changed10 schema fields changed
    • addedInput schema / properties / trades / items / properties / confidence
      Added value: +{
+  "maximum": 100,
+  "minimum": 0,
+  "type": "number"
+}
    • addedInput schema / properties / trades / items / properties / exitReason
      Added value: +{
+  "maxLength": 80,
+  "minLength": 1,
+  "type": "string"
+}
    • addedInput schema / properties / trades / items / properties / marketRegime
      Added value: +{
+  "maxLength": 40,
+  "minLength": 1,
+  "type": "string"
+}
    • addedInput schema / properties / trades / items / properties / source
      Added value: +{
+  "maxLength": 80,
+  "minLength": 1,
+  "type": "string"
+}
    • addedInput schema / properties / trades / items / properties / takeProfits
      Added value: +{
+  "items": {
+    "exclusiveMinimum": 0,
+    "type": "number"
+  },
+  "maxItems": 20,
+  "type": "array"
+}
    • addedInput schema / properties / trades / items / properties / timeframe
      Added value: +{
+  "maxLength": 30,
+  "minLength": 1,
+  "type": "string"
+}
    • addedOutput schema / properties / methodology
      Added value: +{
+  "items": {
+    "type": "string"
+  },
+  "type": "array"
+}
    • addedOutput schema / properties / metrics / properties / maximumDrawdownR
      Added value: +{
+  "type": [
+    "number",
+    "null"
+  ]
+}
    • addedOutput schema / properties / metrics / properties / totalR
      Added value: +{
+  "type": [
+    "number",
+    "null"
+  ]
+}
    • addedOutput schema / properties / sourceTraceability
      Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "notes": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    },
+    "portfolioExposure": {
+      "enum": [
+        "GROK",
+        "SIGNALFLOW",
+        "MERGED",
+        "NEW"
+      ],
+      "type": "string"
+    },
+    "strategyPerformance": {
+      "enum": [
+        "GROK",
+        "SIGNALFLOW",
+        "MERGED",
+        "NEW"
+      ],
+      "type": "string"
+    },
+    "tradeLog": {
+      "enum": [
+        "GROK",
+        "SIGNALFLOW",
+        "MERGED",
+        "NEW"
+      ],
+      "type": "string"
+    },
+    "tradeRisk": {
+      "enum": [
+        "GROK",
+        "SIGNALFLOW",
+        "MERGED",
+        "NEW"
+      ],
+      "type": "string"
+    }
+  },
+  "required": [
+    "strategyPerformance",
+    "tradeRisk",
+    "portfolioExposure",
+    "tradeLog",
+    "notes"
+  ],
+  "type": "object"
+}
  4. Added

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