autonomy build, phase 1

cortex/reasoning/reasoning.py

@@ -45,7 +45,9 @@ async def reason_check(
     identity_block: dict | None,
     rag_block: dict | None,
     reflection_notes: list[str],
-    context: dict | None = None
+    context: dict | None = None,
+    monologue: dict | None = None,  # NEW: Inner monologue guidance
+    executive_plan: dict | None = None  # NEW: Executive plan for complex tasks
 ) -> str:
     """
     Build the *draft answer* for Lyra Cortex.
@@ -57,6 +59,8 @@ async def reason_check(
         rag_block: Relevant long-term memories from NeoMem
         reflection_notes: Meta-awareness notes from reflection stage
         context: Unified context state from context.py (session state, intake, rag, etc.)
+        monologue: Inner monologue analysis (intent, tone, depth, consult_executive)
+        executive_plan: Executive plan for complex queries (steps, tools, strategy)
     """
 
     # --------------------------------------------------------
@@ -79,6 +83,52 @@ async def reason_check(
         except Exception:
             identity_txt = f"Identity Rules:\n{str(identity_block)}\n\n"
 
+    # --------------------------------------------------------
+    # Inner Monologue guidance (NEW)
+    # --------------------------------------------------------
+    monologue_section = ""
+    if monologue:
+        intent = monologue.get("intent", "unknown")
+        tone_desired = monologue.get("tone", "neutral")
+        depth_desired = monologue.get("depth", "medium")
+
+        monologue_section = f"""
+=== INNER MONOLOGUE GUIDANCE ===
+User Intent Detected: {intent}
+Desired Tone: {tone_desired}
+Desired Response Depth: {depth_desired}
+
+Adjust your response accordingly:
+- Focus on addressing the {intent} intent
+- Aim for {depth_desired} depth (short/medium/deep)
+- The persona layer will handle {tone_desired} tone, focus on content
+
+"""
+
+    # --------------------------------------------------------
+    # Executive Plan (NEW)
+    # --------------------------------------------------------
+    plan_section = ""
+    if executive_plan:
+        plan_section = f"""
+=== EXECUTIVE PLAN ===
+Task Complexity: {executive_plan.get('estimated_complexity', 'unknown')}
+Plan Summary: {executive_plan.get('summary', 'No summary')}
+
+Detailed Plan:
+{executive_plan.get('plan_text', 'No detailed plan available')}
+
+Required Steps:
+"""
+        for idx, step in enumerate(executive_plan.get('steps', []), 1):
+            plan_section += f"{idx}. {step}\n"
+
+        tools_needed = executive_plan.get('tools_needed', [])
+        if tools_needed:
+            plan_section += f"\nTools to leverage: {', '.join(tools_needed)}\n"
+
+        plan_section += "\nFollow this plan while generating your response.\n\n"
+
     # --------------------------------------------------------
     # RAG block (optional factual grounding)
     # --------------------------------------------------------
@@ -164,6 +214,8 @@ async def reason_check(
     prompt = (
         f"{notes_section}"
         f"{identity_txt}"
+        f"{monologue_section}"  # NEW: Intent/tone/depth guidance
+        f"{plan_section}"  # NEW: Executive plan if generated
         f"{context_txt}"  # Context BEFORE RAG for better coherence
         f"{rag_txt}"
         f"User message:\n{user_prompt}\n\n"