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Linked challenge: Architecting Autonomous Refactoring Pipelines with CrewAI and Claude Opus 4.6.6

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Linked challenge
Architecting Autonomous Refactoring Pipelines with CrewAI and Claude Opus 4.6.6

Prompt source

Original prompt text with formatting preserved for inspection.

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Initialize a CrewAI team using Pydantic AI schemas for specialized roles: Architect, Coder, and Security Auditor. Focus on migrating legacy code segments to modern standards using Claude Opus 4.6.6.

Adaptation plan

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

Keep stable

Preserve the role framing, objective, and reporting structure so comparison runs stay coherent.

Tune next

Swap in your own domain constraints, anomaly thresholds, and examples before you branch variants.

Verify after

Check whether the prompt asks for the right evidence, confidence signal, and escalation path.