Create example_02_self_reflection.py

example_02_self_reflection.py

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+# example_02_self_reflection.py
+
+from wfgy_core import WFGYRunner
+from default_config import prompt_humorous
+
+# Initialize WFGY
+runner = WFGYRunner()
+
+# Use a funny prompt to test
+prompt = prompt_humorous  # Example: "Why don't AIs like to take showers?"
+
+# Run through WFGY system
+result = runner.run(prompt)
+
+# Extract results
+output_text = result["output"]
+residue = result["BBMC_residue"]
+
+# Display output and reflection
+print("=== Prompt ===")
+print(prompt)
+print("\n=== Output ===")
+print(output_text)
+print("\n=== BBMC Residue ===")
+print(residue)
+print("\n=== Self-Reflection ===")
+
+# Ask model to self-reflect
+reflection_prompt = (
+    f"Your previous response to the prompt '{prompt}' was:\n\n"
+    f"\"{output_text}\"\n\n"
+    "Now, reflect on how this output differs from your initial expectation or phrasing. "
+    "Describe this change in one sentence."
+)
+
+# Let model try to describe what it did differently
+try:
+    import openai
+    openai.api_key = "sk-..."  # Optional: replace with real key if using OpenAI backend
+
+    reflection = runner.llm_generate(reflection_prompt)
+    print(reflection)
+except Exception:
+    print("🟡 Reflection model not connected. Skipping self-analysis.")