docs: generate RAG knowledge base for XML bots mapping

Author: alanvito1

orstac-agent/knowledge/bot_analysis_summary.json

@@ -0,0 +1,63 @@
+{
+  "total_bots": 3360,
+  "parsed_successfully": 3357,
+  "failed_parses": 3,
+  "markets": {
+    "Volatility 100 Index": 1985,
+    "Volatility 10 Index": 314,
+    "Volatility 50 Index": 296,
+    "Volatility 75 Index": 191,
+    "Volatility 25 Index": 161,
+    "Unknown": 95,
+    "Volatility 10 (1s) Index": 85,
+    "Volatility 100 (1s) Index": 41,
+    "EUR/USD": 38,
+    "Bear Market Index": 30,
+    "Bull Market Index": 29,
+    "frxAUDJPY": 18,
+    "USD/JPY": 10,
+    "WLDAUD": 9,
+    "Volatility 75 (1s) Index": 7
+  },
+  "trade_types": {
+    "Rise / Fall (Call/Put)": 1139,
+    "Over / Under": 710,
+    "Matches / Differs": 457,
+    "Higher / Lower": 372,
+    "Even / Odd": 316,
+    "Unknown": 158,
+    "Touch / No Touch": 65,
+    "staysinout": 44,
+    "risefallequals": 21,
+    "asians": 18,
+    "endsinout": 17,
+    "runs": 14,
+    "Asian Up / Down": 13,
+    "Reset Call / Put": 9,
+    "highlowticks": 4
+  },
+  "trade_categories": {
+    "callput": 1472,
+    "digits": 1370,
+    "Unknown": 334,
+    "touchnotouch": 61,
+    "staysinout": 44,
+    "endsinout": 17,
+    "asian": 17,
+    "runs": 14,
+    "callputequal": 13,
+    "reset": 9
+  },
+  "indicators": {
+    "RSI": 459,
+    "SMA": 417,
+    "MACD": 227,
+    "Bollinger Bands": 179,
+    "EMA": 143
+  },
+  "money_management": {
+    "martingale_or_recovery": 1030,
+    "soros_or_compounding": 110,
+    "other_or_flat": 2217
+  }
+}