Update app.py

app.py

@@ -1,59 +1,72 @@
 import gradio as gr
 import textwrap
 
-# -------------------------------
+# ----------------------------
 # Core PFI reasoning stub
 # (preview-only, non-executive)
-# -------------------------------
+# ----------------------------
+
+MIN_CHARS = 20
 
 def pfi_reasoning(question: str) -> str:
-    if not question or len(question.strip()) < 20:
-        return (
-            "Input rejected.\n\n"
-            "PFI requires a precise, high-density financial question.\n"
-            "Ambiguous or underspecified inputs reduce analytical value."
-        )
+    if not question or len(question.strip()) < MIN_CHARS:
+        return textwrap.dedent(
+            """
+            [Input rejected]
+
+            PFI requires a precise, high-density financial question.
+            Ambiguous or underspecified inputs reduce analytical value.
+
+            Tip:
+            - Include horizon (e.g., 3–7 years)
+            - Include constraints (liquidity, taxes, drawdown limits)
+            - Include context (income stability, concentration risk, jurisdiction)
+            """
+        ).strip()
 
     response = f"""
-PFI ANALYSIS (PREVIEW)
-
-Question Structure:
-- Topic domain identified
-- Scope appears conceptual, not executable
-- Time horizon and constraints are partially defined
-
-Cognitive Decomposition:
-- Primary variables detected
-- Secondary dependencies inferred
-- Risk vectors identified at a structural level
-
-Reasoning Notes:
-- This output is exploratory and non-executive
-- No prediction, advice, or action is implied
-- Further precision would increase analytical depth
-
-Next Step (Optional):
-- Narrow the scope
-- Specify constraints
-- Clarify the decision context
-"""
+    PFI ANALYSIS (PREVIEW)
+
+    Question (received):
+    - {question.strip()}
+
+    Question Structure:
+    - Topic domain identified
+    - Scope appears conceptual, not executable
+    - Time horizon and constraints are partially defined
+
+    Cognitive Decomposition:
+    - Primary variables detected
+    - Secondary dependencies inferred
+    - Risk vectors identified at structural level
+
+    Reasoning Notes:
+    - This output is exploratory and non-executive
+    - No prediction, advice, or action is implied
+    - Further precision would increase analytical depth
+
+    Next Step (Optional):
+    - Narrow the scope
+    - Specify constraints
+    - Clarify the decision context
+    """
 
     return textwrap.dedent(response).strip()
 
 
-# -------------------------------
+# ----------------------------
 # Gradio UI
-# -------------------------------
+# ----------------------------
 
 with gr.Blocks(theme=gr.themes.Soft()) as demo:
     gr.Markdown(
         """
-        # 🧠 Personal Financial Intelligence (PFI)
-        **High-density financial reasoning · Research Preview**
+# 🧠 Personal Financial Intelligence (PFI)
+**High-density financial reasoning · Research Preview**
 
-        ⚠️ *PFI is a research preview system.  
-        It does NOT provide financial advice or execute decisions.*
-        """
+⚠️ *PFI is a research preview system.  
+It does NOT provide financial advice or execute decisions.*
+"""
     )
 
     with gr.Row():
@@ -63,37 +76,46 @@ with gr.Blocks(theme=gr.themes.Soft()) as demo:
                 "Formulate one precise, high-impact financial question.\n"
                 "Ambiguity reduces output quality."
             ),
-            lines=4
+            lines=4,
         )
 
-    analyze_button = gr.Button("Request Analysis (Limited)")
+    analyze_button = gr.Button("Request Structural Analysis (Preview)")
 
     output_box = gr.Textbox(
         label="PFI Output (Exploratory · Non-Executable)",
-        lines=12
+        lines=10,   # (C) premium feel: tighter box
     )
 
     analyze_button.click(
         fn=pfi_reasoning,
         inputs=question_input,
-        outputs=output_box
+        outputs=output_box,
     )
 
+    # (B) Locked section
     gr.Markdown(
         """
-        ---
-        **Disclaimer**
+---
+🔒 **Deeper Structural Reasoning — Locked**
 
-        PFI outputs are exploratory and informational only.  
-        No financial advice, trading signals, or decision execution is provided.
+Personalized constraints, scenario trade-offs, and capital structure reasoning  
+are available only under **PFI Licensed Access**.
 
-        © 2026 BPM RED Academy · All rights reserved.
-        """
+👉 *Request access:* **pfi@bpmred.academy**
+"""
     )
 
-# -------------------------------
-# Launch
-# -------------------------------
+    # Footer disclaimer
+    gr.Markdown(
+        """
+---
+### Disclaimer
+PFI outputs are exploratory and informational only.  
+No financial advice, trading signals, or decision execution is provided.
+
+© 2026 BPM RED Academy · All rights reserved.
+"""
+    )
 
 if __name__ == "__main__":
     demo.launch()