docs: auto-update feature parity trackers [skip ci]

Author: MervinPraison

src/praisonai-rust/FEATURE_PARITY_TRACKER.json

@@ -1,14 +1,14 @@
 {
   "version": "1.5.87",
-  "lastUpdated": "2026-04-11",
+  "lastUpdated": "2026-04-13",
   "generatedBy": "praisonai._dev.parity.generator",
   "sourceOfTruth": "Python SDK (praisonaiagents)",
   "status": "PARITY_ACHIEVED",
   "summary": {
-    "pythonCoreFeatures": 321,
+    "pythonCoreFeatures": 328,
     "rustFeatures": 667,
-    "gapCount": 42,
-    "parityPercentage": 207.8
+    "gapCount": 49,
+    "parityPercentage": 203.4
   },
   "pythonCoreSDK": {
     "exports": [
@@ -20,6 +20,7 @@
       "AgentAppProtocol",
       "AgentFlow",
       "AgentManager",
+      "AgentMessageEvent",
       "AgentOSConfig",
       "AgentOSProtocol",
       "AgentPluginProtocol",
@@ -71,6 +72,7 @@
       "ContextTraceEmitter",
       "ContextTraceSink",
       "ContextTraceSinkProtocol",
+      "CustomToolUseEvent",
       "DeepResearchAgent",
       "DeepResearchResponse",
       "DefaultsConfig",
@@ -144,6 +146,7 @@
       "MULTI_AGENT_EXECUTION_PRESETS",
       "MULTI_AGENT_OUTPUT_PRESETS",
       "ManagedBackendProtocol",
+      "ManagedEvent",
       "ManagerConfig",
       "Memory",
       "MemoryBackend",
@@ -215,12 +218,15 @@
       "SecurityPolicy",
       "Session",
       "SessionConfig",
+      "SessionErrorEvent",
+      "SessionIdleEvent",
       "SkillLoader",
       "SkillManager",
       "SkillMetadata",
       "SkillProperties",
       "SkillsConfig",
       "StepResult",
+      "StopReason",
       "StructuredFormatter",
       "Task",
       "TaskOutput",
@@ -232,6 +238,7 @@
       "ToolPluginProtocol",
       "ToolRegistry",
       "ToolResult",
+      "ToolUseEvent",
       "ToolValidationError",
       "Tools",
       "TraceSink",
@@ -2853,6 +2860,15 @@
         "status": "DONE",
         "category": "agents"
       },
+      {
+        "feature": "AgentMessageEvent",
+        "python": true,
+        "rust": false,
+        "priority": "P3",
+        "effort": "high",
+        "status": "TODO",
+        "category": "other"
+      },
       {
         "feature": "AgentOSConfig",
         "python": true,
@@ -3177,6 +3193,15 @@
         "status": "DONE",
         "category": "trace"
       },
+      {
+        "feature": "CustomToolUseEvent",
+        "python": true,
+        "rust": false,
+        "priority": "P3",
+        "effort": "high",
+        "status": "TODO",
+        "category": "other"
+      },
       {
         "feature": "DefaultsConfig",
         "python": true,
@@ -3256,7 +3281,7 @@
         "priority": "P3",
         "effort": "high",
         "status": "DONE",
-        "category": "gateway"
+        "category": "other"
       },
       {
         "feature": "ExecutionConfig",
@@ -3618,6 +3643,15 @@
         "status": "TODO",
         "category": "other"
       },
+      {
+        "feature": "ManagedEvent",
+        "python": true,
+        "rust": false,
+        "priority": "P3",
+        "effort": "high",
+        "status": "TODO",
+        "category": "other"
+      },
       {
         "feature": "MemoryBackend",
         "python": true,
@@ -3969,6 +4003,24 @@
         "status": "DONE",
         "category": "gateway"
       },
+      {
+        "feature": "SessionErrorEvent",
+        "python": true,
+        "rust": false,
+        "priority": "P3",
+        "effort": "high",
+        "status": "TODO",
+        "category": "other"
+      },
+      {
+        "feature": "SessionIdleEvent",
+        "python": true,
+        "rust": false,
+        "priority": "P3",
+        "effort": "high",
+        "status": "TODO",
+        "category": "other"
+      },
       {
         "feature": "SkillsConfig",
         "python": true,
@@ -3978,6 +4030,15 @@
         "status": "DONE",
         "category": "config"
       },
+      {
+        "feature": "StopReason",
+        "python": true,
+        "rust": false,
+        "priority": "P3",
+        "effort": "high",
+        "status": "TODO",
+        "category": "other"
+      },
       {
         "feature": "StructuredFormatter",
         "python": true,
@@ -4032,6 +4093,15 @@
         "status": "DONE",
         "category": "plugins"
       },
+      {
+        "feature": "ToolUseEvent",
+        "python": true,
+        "rust": false,
+        "priority": "P3",
+        "effort": "high",
+        "status": "TODO",
+        "category": "other"
+      },
       {
         "feature": "TraceSink",
         "python": true,

src/praisonai-rust/PARITY.md

@@ -1,16 +1,16 @@
 # Rust Feature Parity Tracker
 
-> **Python Features:** 321 | **Rust Features:** 667 | **Parity:** 88.8%
+> **Python Features:** 328 | **Rust Features:** 667 | **Parity:** 86.9%
 
 ## Summary
 
 | Metric | Count |
 |--------|-------|
-| Python Core Features | 321 |
+| Python Core Features | 328 |
 | Rust Features | 667 |
-| **Actual Gap Count** | **36** |
+| **Actual Gap Count** | **43** |
 | Language Limitations (N/A) | 5 |
-| **Parity** | **88.8%** |
+| **Parity** | **86.9%** |
 
 ## Implemented Features
 
@@ -694,13 +694,15 @@ These Python features cannot be directly implemented in Rust due to reserved key
 
 ## Missing Features
 
+- ❌ `AgentMessageEvent`
 - ❌ `AsyncLearnProtocol`
 - ❌ `AutoApproveBackend`
 - ❌ `BaseTool`
 - ❌ `BotOSConfig`
 - ❌ `BotOSProtocol`
 - ❌ `BudgetExceededError`
 - ❌ `ConsoleBackend`
+- ❌ `CustomToolUseEvent`
 - ❌ `DoomLoopDetector`
 - ❌ `ErrorContextProtocol`
 - ❌ `EscalationPipeline`
@@ -716,12 +718,17 @@ These Python features cannot be directly implemented in Rust due to reserved key
 - ❌ `LearnProtocol`
 - ❌ `LearnScope`
 - ❌ `ManagedBackendProtocol`
+- ❌ `ManagedEvent`
 - ❌ `NetworkError`
 - ❌ `ObservabilityEventType`
 - ❌ `ObservabilityHooks`
 - ❌ `PraisonAIError`
+- ❌ `SessionErrorEvent`
+- ❌ `SessionIdleEvent`
+- ❌ `StopReason`
 - ❌ `StructuredFormatter`
 - ❌ `ToolExecutionError`
+- ❌ `ToolUseEvent`
 - ❌ `ToolValidationError`
 - ❌ `configure_structured_logging`
 - ❌ `get_logger`