PhD student at Zhejiang University working on neural decoding, scientific tooling, and reliable AI systems for research.
Gaorui Zhang is a PhD student at Zhejiang University whose skills help AI agents with research workflows, including research ideation and literature review, publication-quality figures and tables, and removing AI writing patterns from prose. Their skills also cover engineering tasks such as MCP server integration, browser-based web app testing with Playwright, and quality review of other agent skills. Their work draws on Kaggle competition knowledge across NLP, computer vision, time series and tabular data.
Claude Scholar
43 skills · 6,006 stars · MIT
Agent Identifier Use when creating or configuring Claude Code agents and their frontmatter.
Architecture Design Use only when creating new registrable ML components that require Factory or Registry patterns.
Bug Detective This skill should be used when the user asks to "debug this", "fix this error", "investigate this…
Citation Verification This skill provides reference guidance for citation verification in academic writing.
Code Review Excellence This skill should be used when the user asks to review a diff or pull request, write review comme…
Command Development This skill should be used when the user asks to "create a slash command", "add a command", "write…
Daily Coding Use for everyday coding tasks that involve writing or modifying source code.
Daily Paper Generator Use when the user asks to generate daily paper digests on a general topic.
Defuddle Extract clean Markdown from web pages.
Doc Coauthoring This skill should be used when the user asks to co-author documentation, draft a proposal, write…
Expression Skill This skill should be used when the user asks for efficient communication, task reports, file-oper…
Frontend Design Create distinctive, production-grade frontend interfaces with high design quality.
Git Workflow This skill should be used when the user asks to "create git commit", "manage branches", "follow g…
Kaggle Learner This skill should be used when the user asks to "learn from Kaggle", "study Kaggle solutions", "a…
Latex Conference Template Organizer Organize messy conference LaTeX template .zip files into clean Overleaf-ready structure.
Mcp Integration This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP…
Ml Paper Writing Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM.
Nature Data Prepare, audit, or revise Nature-ready Data Availability statements, data repository plans, datas…
Nature Polishing Polish, restructure, or translate academic prose into Nature-leaning English using writing-strate…
Nature Response Draft, audit, or revise point-by-point reviewer response letters for Nature-family manuscript rev…
Nature Writing Draft, restructure, or plan Nature-style manuscript sections from author-provided claims, results…
Obsidian Kb Artifacts Use this skill for Obsidian-native formatting and derived artifacts such as Markdown formatting,…
Obsidian Literature Workflow Use this skill for project-scoped literature review built on Sources/Papers, with synthesis landi…
Obsidian Project Kb Core Use this as the main Claude Scholar skill for a vault-first, project-scoped Obsidian research kno…
Obsidian Source Ingestion Use this skill to ingest external materials into the current project-scoped Obsidian KB as source…
Paper Self Review This skill should be used when the user asks to "review paper quality", "check paper completeness…
Planning With Files Use this by default for non-trivial multi-step work that needs persistent planning, progress trac…
Post Acceptance This skill should be used when the user asks to "prepare conference presentation", "create presen…
Publication Chart Skill This skill should be used when the user asks for a publication-quality scientific figure or table…
Research Ideation This skill should be used when the user asks to "brainstorm research ideas", "use 5W1H framework"…
Results Analysis This skill should be used when the user asks to "analyze experimental results", "run strict stati…
Results Report This skill should be used when the user asks to "write an experiment report", "summarize experime…
Review Response Systematic review response workflow from comment analysis to professional rebuttal writing.
Skill Development This skill should be used when the user asks to create a new skill, repair an existing skill, imp…
Skill Improver This skill should be used when the user asks to "apply skill improvements", "update skill from pl…
Skill Quality Reviewer This skill should be used when the user asks to "analyze skill quality", "evaluate this skill", "…
Ui Ux Pro Max This skill should be used when the user asks to design or review a UI, create a landing page or d…
Uv Package Manager Master the uv package manager for fast Python dependency management, virtual environments, and mo…
Verification Loop This skill should be used when the user asks to "verify code", "run verification", "check quality…
Web Design Reviewer This skill enables visual inspection of websites running locally or remotely to identify and fix…
Webapp Testing Toolkit for interacting with and testing local web applications using Playwright.
Writing Anti Ai This skill should be used when the user asks to "remove AI writing patterns", "humanize this text…
Zotero Obsidian Bridge Use this skill when Zotero is the literature source of truth and the project KB should receive so…