Test with Simulated Q4 Scenario

testingChallengeNovember 4, 2025

Prompt Content

Using the provided `E-commerce Financial Forecasting and Strategic Recommendation` task template, provide your AutoGen system with the sample historical data, market trends, and simulation constraints. Execute the system and carefully examine the `q4_revenue_forecast`, `q4_gmv_forecast`, `key_growth_drivers`, and especially the `strategic_recommendations` including their `reasoning_path`. Ensure that the recommendations are actionable, data-backed, and demonstrate the sophisticated collaboration of agents, use of MCP tools, and adaptive reasoning.

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