feat: implement Phase 6 - Skill Synthesizer

agent/evolution/skill_synthesizer.py

@@ -0,0 +1,46 @@
+"""Phase 6: Automated Skill Synthesis.
+
+Analyzes research notes to automatically generate and test new Python skills.
+"""
+
+import logging
+import json
+from typing import List, Dict, Any
+from agent.gemini_adapter import GeminiAdapter
+from tools.gitea_client import GiteaClient
+
+logger = logging.getLogger(__name__)
+
+class SkillSynthesizer:
+    def __init__(self):
+        self.adapter = GeminiAdapter()
+        self.gitea = GiteaClient()
+
+    def synthesize_skill(self, research_notes: str) -> Dict[str, Any]:
+        """Analyzes research notes and generates a new skill."""
+        prompt = f"""
+Research Notes:
+{research_notes}
+
+Based on these notes, identify a potential new Python skill for the Hermes Agent.
+Generate the Python code for the skill, including the skill metadata (title, description, conditions).
+
+Format the output as JSON:
+{{
+  "skill_name": "...",
+  "title": "...",
+  "description": "...",
+  "code": "...",
+  "test_cases": "..."
+}}
+"""
+        result = self.adapter.generate(
+            model="gemini-3.1-pro-preview",
+            prompt=prompt,
+            system_instruction="You are Timmy's Skill Synthesizer. Your goal is to turn research into functional code.",
+            response_mime_type="application/json",
+            thinking=True
+        )
+        
+        skill_data = json.loads(result["text"])
+        return skill_data