End-to-end paper reproduction from arxiv URL through smoke runs to replication experiments. Handles missing or partial official code, missing training scripts, missing hyperparameters, and private datasets via similar-public-dataset substitution. Use when the user asks to reproduce, implement, replicate, or re-run a paper from scratch, or pastes an arxiv URL with reproduction intent.
How to install reproduce?
fcakyon/phd-skills/reproduce
$npx -y skills add fcakyon/phd-skills --skill reproduceInstalls into the current project.
›Prefer a prompt? Paste this to your agent
Run `npx skills use "https://github.com/fcakyon/phd-skills" --skill "fcakyon/phd-skills/reproduce"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/fcakyon/phd-skills" that are relevant to the current task. Run `npx skills add "https://github.com/fcakyon/phd-skills"` and select the relevant skills, then follow their instructions.
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