Update app.py

app.py

@@ -199,21 +199,31 @@ def make_tasks(inputs: Dict[str, Any]) -> List[Task]:
     )
 
     t6 = Task(
-        description=textwrap.dedent(f"""
-        Synthesize final portfolio and Markdown report.
-        Inputs: all previous JSONs
-        Ensure all numeric values are pre-computed (JSON-safe)
-        Show human-readable calculations in Markdown
-        Return STRICT JSON with keys:
-        {{
-            "final_portfolio": [...],
-            "trade_summary": [...],
-            "report_markdown": "..."
-        }}
-        """).strip(),
-        agent=manager_agent,
-        expected_output="JSON only."
-    )
+    description=textwrap.dedent("""
+    Synthesize final portfolio and Markdown report with tables and insights.
+    Inputs: all previous JSON outputs (market_signals, sentiments, trades, risk_approval, costs)
+    Requirements:
+    1. Portfolio Summary (Markdown table: Asset | Action | Quantity | Price ($) | Approved)
+    2. Trades Executed (Markdown table: Trade ID | Action | Approved | Fee ($) | Tax ($) | Net Effect ($))
+    3. Risk Approvals (Markdown table: Trade ID | Approved | Reason)
+    4. Fees & Taxes (shown in Trades Executed table)
+    5. Insights & Recommendations:
+       - Provide 1-2 beginner-friendly bullet points per asset, explaining:
+         * Why the trade was executed or held
+         * Any risk considerations
+         * Any fee/tax impact
+    - All numeric values must be pre-computed (JSON-safe)
+    - Return STRICT JSON:
+    {
+      "final_portfolio": [...],
+      "trade_summary": [...],
+      "report_markdown": "..."
+    }
+    """).strip(),
+    agent=manager_agent,
+    expected_output="JSON only."
+)
+
 
     return [t1, t2, t3, t4, t5, t6]