From superpowers
Verifies reproducibility claims for experiments: requires exact commands, config, seed, commit hash, dataset version, and metric tables before accepting performance improvements.
How this skill is triggered — by the user, by Claude, or both
Slash command
/superpowers:reproducibility-checkThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
No performance claim without attached evidence.
No performance claim without attached evidence.
Before saying "this is better" or "the bug is fixed", verify:
Read references/evidence-checklist.md when you need the full checklist.
State:
npx claudepluginhub shunyangliu/superpowers_dl --plugin superpowersEnforces fresh verification of analysis results before making claims. Requires running the analysis from raw data and reading actual output before reporting any finding.
Captures provenance records (environment, code, data, seeds, commands) so that results, experiments, or analyses can be reproduced exactly by others or future sessions.
Strengthens reproducibility for ICLR papers: maps claims to seeds, splits, commands, and compute; writes reproducibility statements and addresses reviewer concerns about verifiability.