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review-purejump - Audit a PureJuMP problem definition

Audits a src/PureJuMP problem file with static checks and Julia-based dynamic checks, reporting Errors, Warnings, and Info.

Tags

Updated: 2026-10-06

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Read the target problem file
  • Check sibling file existence
  • Detect problem characteristics
  • Scan structural rules
  • Validate variable start values
  • Check n-adjustment conventions
  • Run Julia-based checks
  • Report findings by severity

Inputs

  • Problem name
  • src/PureJuMP/<name>.jl
  • src/ADNLPProblems/<name>.jl
  • src/Meta/<name>.jl
  • Julia project environment

Outputs

  • Error findings
  • Warning findings
  • Info findings
  • Dynamic check results

Requirements

  • Read, Glob, Grep, and Bash access
  • Julia runtime
  • OptimizationProblems project
  • NLPModels package
  • NLPModelsJuMP package
  • ADNLPModels package

Source

  • Spec: SKILL.md

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code review
Julia
JuMP
NLP
static analysis
dynamic analysis
Read the target problem file
Check sibling file existence
Detect problem characteristics
Scan structural rules
Problem name
src/PureJuMP/<name>.jl
src/ADNLPProblems/<name>.jl
Error findings
Warning findings
Info findings