From 6f48781b1da0ec9af4c821ca6f513ccd4be4388a Mon Sep 17 00:00:00 2001
From: PAE <pae@localhost>
Date: Thu, 30 Apr 2026 08:07:32 +0000
Subject: [PATCH] research: business plan task={task.id}

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+# ⚠️ MISSING CONTEXT: BUSINESS PLAN CANNOT BE GENERATED
+
+---
+
+## Issue
+
+You have requested a **full, investor-grade business plan** for an incubation opportunity, but the critical input is missing:
+
+**No opportunity details have been provided in the task message.**
+
+The prompt structure includes placeholder fields for:
+- `{biz_data_1}` – Business Model Examples
+- `{biz_data_2}` – Go-to-Market Channel Research  
+- `{biz_data_3}` – Risk and Failure Research
+
+All of these are **empty or undefined**.
+
+Additionally, the **"CURRENT MESSAGE"** section from the operator contains:
+```
+Operator: 
+Message: 
+```
+
+**Both are blank.**
+
+---
+
+## What I Need to Proceed
+
+To generate a complete, cited business plan in the format specified, please provide:
+
+1. **The Opportunity Description** – What business is being incubated? (e.g., "AI-powered indie author web storefronts," "manuscript formatting service," etc.)
+
+2. **Market Research Data** – Specific findings on:
+   - TAM, growth rates, and market drivers
+   - Competitor benchmarks (pricing, CAC, retention)
+   - Customer pain points and validation evidence
+
+3. **Business Model Examples** – Real or comparable business models showing:
+   - Revenue structures (subscription, one-time, affiliate, etc.)
+   - Pricing tiers and unit economics
+   - Margin profiles and scaling patterns
+
+4. **Go-to-Market Research** – Channel-specific data:
+   - Typical CAC by channel (content, paid, organic, affiliate)
+   - Conversion rates and velocity benchmarks
+   - Time-to-first-revenue by channel
+
+5. **Failure Case Studies** – Real ventures that failed in this space and why.
+
+---
+
+## Next Steps
+
+**Please resubmit with:**
+- A clear statement of the opportunity (1-2 sentences)
+- All research data filled into the placeholders above, or
+- A reference to where this data exists in Gitea or another accessible system
+
+Once provided, I will generate a **complete, cited, investor-ready business plan** following the format above.
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