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Orchestrate Strategy Generation with CrewAI

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Linked challenge: Enterprise LLM Strategy with Llama 3.3 and CrewAI MCP

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Linked challenge
Enterprise LLM Strategy with Llama 3.3 and CrewAI MCP

Prompt source

Original prompt text with formatting preserved for inspection.

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Implement the full CrewAI workflow to generate the 'Enterprise LLM Strategy Report'. Ensure agents communicate effectively, utilize their assigned models (Llama 3.3 70B for detailed analysis, OpenAI o3 for synthesis), and leverage the MCP tools and Semantic Kernel plugins you've created.

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Hold the task contract and output shape stable so generated implementations remain comparable.

Tune next

Update libraries, interfaces, and environment assumptions to match the stack you actually run.

Verify after

Test failure handling, edge cases, and any code paths that depend on hidden context or secrets.