cyberneticlibrary

Package and audit contest submissions

mathodology-submission-packagersubagentsetup L23
sweetcornna/mathodology
What it does

Assemble final contest submission package with reproducibility verification

Best for

Final contest submission quality gate—verifies that no secrets/caches exist, all figures are reproducible from source, outside users can run the package, and submission complies with all rules.

Inputs
  • · paper files
  • · source code
  • · data
  • · figures/tables
  • · reproduction steps
Outputs
  • · contest-ready package tree
  • · requirement-to-file checklist
  • · REPRODUCIBILITY.md
  • · AI-use statement
  • · compliance audit
Requires
  • · PDF verification
  • · file integrity checks
Preconditions
  • · All artifacts generated (paper, code, figures, data)
  • · Contest rules defined
  • · Figure/table sources documented
Failure modes
  • · Secrets committed (API keys, credentials)
  • · Missing reproducibility steps
  • · Figure not reproducible from stated sources
  • · Page count/size violates rules
Trust signals
  • · Package tree inventory with source tracing
  • · Requirement-to-file checklist completeness
  • · Rendered PDF QA (page count, figure contact sheet)
  • · Reproducibility README clarity
  • · No-secret audit results