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Build a step-by-step ML execution plan grounded in knowledge base documentation. Returns an overview, key specs, numbered steps, and validation criteria.

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When to Use

  • Starting implementation: Get the correct sequence of steps before writing code
  • Framework-specific plans: Plans informed by real documentation, not just general knowledge
  • Validation criteria: Know what to check to verify your implementation

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Parameters

ParameterRequiredTypeDescription
goalYesstringWhat you want to accomplish
constraintsNostringConstraints or requirements (e.g., hardware limits, time budget)

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Example

Tool: build_plan
Goal: "Implement QLoRA fine-tuning for Llama-3.1-8B on a single A100"
Constraints: "Must fit in 40GB VRAM, target loss < 0.5"
Returns: Overview, key specs, numbered steps, and validation criteria, all grounded in KB documentation.