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Repro Pack

Build reproducibility packages for research projects: code, data, environment, configs, exact commands, seeds, logs, result tables, figures, checksums, model cards, artifact appendices, and known issues. Use when the user asks for Repro Pack, reproducibility package, artifact appendix, open-source release prep, or experiment handoff.

jasperpwang a4cd92e 956 B Updated
AI & ML

File contents

Repro Pack

Create a runnable, reviewable package, not just a README.

Recommended structure:

repro-pack/
  README.md
  environment.yml / requirements.txt / Dockerfile
  data/README.md
  data/checksums.txt
  configs/
  scripts/train.sh
  scripts/eval.sh
  scripts/reproduce_tables.sh
  logs/
  results/tables/
  results/figures/
  model_cards/
  commit.txt
  known_issues.md

Always capture exact commands, commit hash, dataset version, seeds, hardware, runtime, and expected outputs. Validate by running the smallest representative reproduce command when feasible.

jasperpwang/lab-codex-skills/tree/main/repro-pack commit a4cd92ed4a

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Frequently asked questions

npx skillmds@latest add jasperpwang/repro-pack