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Implement Collaborative Tasks and Crew Definition

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Linked challenge: R&D Team for Specialized AI Model Definition

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Linked challenge
R&D Team for Specialized AI Model Definition

Prompt source

Original prompt text with formatting preserved for inspection.

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Design a series of sequential and collaborative tasks for your CrewAI agents to achieve the project goal of defining the AI model. Tasks should include 'Research Existing Solutions', 'Draft Architectural Concepts', 'Estimate Data Requirements', and 'Compile R&D Report'. Define your Crew, specifying how agents will communicate and execute tasks. Ensure tasks leverage the defined tools. Provide Python code for task and crew setup.

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.