{"repo":"fcakyon/phd-skills","free":true,"listed":false,"github":"https://github.com/fcakyon/phd-skills","clone":"git clone https://github.com/fcakyon/phd-skills.git","description":"PhD Research Skills for Claude Code: paper reproduction, experiment design, paper review, result comparison and more.","language":"Shell","stars":368,"topics":["academic","claude-code","phd","research","agents","ai","claude","hooks","mcp","plugin"],"license":"MIT","category":"mcp-servers","readme_excerpt":"phd-skills Catch AI mistakes before they cost weeks of compute. Reproduce papers from arxiv. Debug runs evidence-first. Compare experiments at the right epoch. Launch with discipline. Built by Fatih Cagatay Akyon (1500+ citations, 7 patents) after 300+ Claude Code sessions, tens of critical AI mistakes caught the hard way, and thousands of hours of PhD research. Every guardrail in this plugin traces to a real mistake. --- Why This Plugin Exists Claude Code is powerful, but it makes research-specific mistakes that cost weeks of compute: - It typed \"done?\" as \"dont?\" and launched an unwanted upload of thousands of files - It analyzed my full dataset when I asked for a specific 4k/2k/2k split - It claimed a test covered a bug it had never actually verified - It never once looked at a figure it generated, just trusted the numbers - It restarted a 50-hour training job without diffing the config against the reference run, lost three days - It claimed an experiment was diverging based on a non-converged proxy metric, killed it before downstream eval would have shown the truth - It ran rm -rf on a path it had hallucinated from memory, lost local checkpoints Other plugins give you more commands. This plugin gives you guardrails. --- Install The plugin works correctly the moment it is installed. Optional: run /phd-skills:setup for a 30-second tour of what was auto-detected and to opt into extras (notifications, allowlist, LaTeX). --- Usage Open Claude Code in your project directory, th","default_branch":null,"files":null,"tree":[],"storefront":"/r/fcakyon","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/fcakyon/phd-skills/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}