From 1126a28c9fc864f88214d4f1fd18da37ecd904d2 Mon Sep 17 00:00:00 2001
From: PAE <pae@localhost>
Date: Thu, 30 Apr 2026 06:59:24 +0000
Subject: [PATCH] research: business plan task={task.id}

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+# ⚠️ CONTEXT FAILURE
+
+I cannot produce the requested business plan because **the operator message contains no task, no opportunity description, and no market data**.
+
+## What I Received
+
+```
+*** CURRENT MESSAGE ***
+Operator: 
+Message: 
+```
+
+The `Message:` field is empty. There is no:
+- **Opportunity name** or description
+- **Problem statement**
+- **Target market or customer profile**
+- **Data files** ({biz_data_1}, {biz_data_2}, {biz_data_3} are undefined)
+
+## What I Need to Proceed
+
+To produce an investor-grade business plan as **Orion, Director of Research**, I require:
+
+1. **Opportunity Statement** – What specific business or niche are we incubating?
+   - Example: *"An agentic content agency for indie SaaS founders needing conversion-optimized landing page copy"*
+
+2. **Market Research Data** – The three research packages referenced:
+   - `{biz_data_1}` – Business model examples and revenue benchmarks
+   - `{biz_data_2}` – Go-to-market channel research and customer acquisition strategies
+   - `{biz_data_3}` – Risk and failure analysis in this vertical
+
+3. **Initial Intelligence** – Any context from the RAG databases or prior analysis:
+   - TAM estimates
+   - Competitive landscape
+   - Customer pain points
+
+---
+
+## Next Step
+
+**Please resubmit with:**
+- The opportunity name and description
+- The three data packages (as text or structured data)
+- Any additional context on why this aligns with Crimson Leaf's Genesis mandate
+
+Once provided, I will produce a complete, cited, investor-grade business plan ready for capital allocation review.
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