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model-code-analyzer - Plan language-neutral model code before generation.

Translates validated modeling plans into language-neutral code logic, folder layouts, experiment outputs, and handoff notes.

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Updated: 2026-09-28

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Translate modeling plans
  • Define code layouts
  • Specify experiment outputs
  • Document run summaries
  • Prepare generator handoffs

Inputs

  • Candidate method pool
  • Data report
  • Cleaned data
  • Implementation target
  • Runtime notes
  • Expected result outputs
  • Expected figure outputs
  • Round number

Outputs

  • code/model-code-analyzer.md

Requirements

  • Python or MATLAB target
  • Required data availability
  • Round number availability

Source

  • Spec: SKILL.md

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code planning
mathematical modeling
experiment reproducibility
Python
MATLAB
method comparison
Translate modeling plans
Define code layouts
Specify experiment outputs
Document run summaries
Candidate method pool
Data report
Cleaned data
code/model-code-analyzer.md