Cross-check every numeric claim in a manuscript against the actual R / Python outputs that produced it, and report PASS / FAIL per claim against numeric tolerances. Use when the user says "audit reproducibility", "check my numbers", "verify the tables match the code", "reproducibility audit", "do the paper numbers match", or before submitting / resubmitting a paper or releasing a replication packa
/plugin marketplace add ericluo04/claude-academic-workflow
The exact command may vary by repository. Check the README on GitHub.
For the skill author
Shows your skill is listed on Skillteca, generates a backlink and trackable traffic.
[](https://www.skillteca.com.br/skills/audit-reproducibility?utm_source=badge&utm_medium=readme&utm_campaign=badge)
Launch the interactive web dashboard to visualize a codebase's knowledge graph.
Use when you need to ask questions about a codebase or understand code using a knowledge graph.
Extract business domain knowledge from a codebase and generate an interactive domain flow graph. Works standalone (lightweight scan) or derives from an existing /understand knowledge graph.
Automates browser interactions with persistent page state. Use for navigating websites, filling forms, taking screenshots, extracting web data, testing web apps, or automating browser workflows.
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Source. This skill is jointly adapted from
pedrohcgs/claude-code-my-workflowand Scott Cunningham'sMixtapeTools. The 5-phase tolerance-based numeric-claim audit (extract → match → compare → report PASS/FAIL → summarize) draws on both: Pedro's R / Python / Stata multi-language phase structure and Scott's claim-extraction-to-tolerance-comparison flow. This for
[Description truncada. Veja o README completo no GitHub.]
