fcakyon/phd-skills — PhD Research Skills for Claude Code: paper reproduction, experiment design, paper review, result com…

Description and use

The **phd‑skills** repository provides a collection of Claude‑compatible code snippets and workflows that help researchers automate core PhD tasks such as reproducing papers, designing experiments, conducting systematic reviews, and comparing results. By bundling reusable prompts, data‑handling utilities, and evaluation templates, it streamlines the research pipeline for AI/ML projects while supporting product‑design and documentation workflows.

Problem

fcakyon/phd-skills helps connect AI assistants to real tools and data through a standard protocol.

Outcome

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.

Workflow

• connect AI agents to tools
• ship Model Context Protocol servers
• standardize integrations

Evidence

PhD Research Skills for Claude Code: paper reproduction, experiment design, paper review, result comparison and more.

Source