feat(l2): 🌍 introduce Semitic NLP expert for native Arabic dialectic reasoning

Author: Arena AI Agent

epistemic_forge/experts/semitic_expert.py

@@ -0,0 +1,27 @@
+"""L2 Epistemic Synthesis Engine: Semitic NLP & Arabic Logic Expert."""
+from epistemic_forge.models import ProjectSpec, HegelianDialecticOutput
+from epistemic_forge.llm import generate_structured
+from typing import Dict, Any
+
+def run_semitic_dialectic(spec: ProjectSpec, claims_bundle: Dict[str, Any]) -> Dict[str, Any]:
+    """Execute dialectic reasoning specifically optimized for Arabic/Semitic morphological logic."""
+    thesis = spec.question
+    
+    messages = [
+        {"role": "system", "content": "You are a master of Semitic NLP, Arabic logic, and the Scattering Law. Your goal is to analyze the premise in its native Arabic/Semitic context, find morphological or logical blind spots, and synthesize a culturally and logically grounded truth."},
+        {"role": "user", "content": f"الفرضية الأساسية (Thesis): {thesis}\n\nقم بنسف هذه الفرضية بالمنطق السامي/العربي، ثم استخرج الحقيقة المركبة."}
+    ]
+    
+    # Using Claude 3.5 Sonnet or GPT-4o which are great at Arabic logic
+    result: HegelianDialecticOutput = generate_structured(
+        messages=messages,
+        response_model=HegelianDialecticOutput,
+        model="gpt-4o" 
+    )
+    
+    return {
+        "thesis": thesis,
+        "antithesis_arabic": result.steelmanned_antithesis,
+        "synthesis_arabic": result.synthesis_resolution,
+        "open_questions": result.remaining_uncertainties,
+    }

epistemic_forge/pipeline/l2_conductor.py

@@ -7,6 +7,7 @@
 
 from epistemic_forge.experts import (
     claim_expert,
+    semitic_expert,
     dialectic_expert,
     freelance_expert,
     kaggle_expert,