What problem does it solve? Individual results may each pass provenance review while the full result set is not reproducible: a gitignored intermediate has no committed producer, or a seed was never recorded. This Skill performs the final end-to-end check that someone could rebuild every committed result from the repository alone before a paper relies on it or it is handed off. ## Core Features & Use Cases - Producer Verification: Confirms every result file, including gitignored CSV/PKL intermediates, has its producing script committed on the branch. - Seed and Parameter Audit: Checks that every stochastic step's seed and run parameters (B, L, k, null model) are recorded in both the script and the vault. - Lint Gate Consistency: Verifies the enforced ruff version matches the pinned pre-commit revision, flagging drift and format-dirty committed files. - Use Case: Before submitting a paper, run this review to produce a regenerability table mapping each result to its producer script, recorded seeds, and intermediate presence, listing every gap with the missing artifact. ## Quick Start Review this repository's result set and confirm every committed result can be regenerated end-to-end from committed scripts plus recorded seeds and parameters.
