Gaorui Zhang

Create and configure Claude Code agents using Markdown files with YAML configuration headers. Define when each agent should run, write its responsibilities and workflow, choose models and tools, and check configuration and triggering behavior.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Create a Claude Code subagent
• Define triggering conditions with concrete examples
• Configure an agent's model, color, and tools

Polish academic English or translate Chinese drafts using Nature and Nature Communications writing patterns. Review section logic before refining sentences, preserve the author's evidence and claims, and provide revised prose with brief notes explaining the main changes.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Polishing an abstract or introduction in academic English
• Translating a Chinese academic draft into English
• Clarifying the roles of Results and Discussion

Guides you through connecting external services to Claude Code plugins using MCP, a protocol for exposing services as tools. Covers connection types, configuration files, authentication, tool permissions, and testing.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Connecting a database to a Claude Code plugin
• Configuring OAuth or token authentication
• Building workflows across multiple MCP servers

Draft or restructure scientific manuscripts using Nature-style argument patterns, starting from supplied results, figures, notes, or Chinese drafts. It organizes sections, connects claims to evidence, and identifies missing inputs while keeping conclusions within the research's demonstrated limits.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Drafting an abstract from research results and figures
• Rebuilding an introduction around the research gap
• Turning Chinese research notes into English manuscript prose

Draft, audit, or revise responses to reviewers for Nature-family journals. Links each reviewer concern to manuscript evidence or a documented change, and identifies unanswered comments, missing author input, and issues that need resolution before submission.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Drafting responses for major or minor manuscript revisions
• Checking a response draft for unanswered reviewer comments
• Linking responses to manuscript changes

Extract clean Markdown from a web page URL using Defuddle. The skill provides a command example for an Obsidian source-ingestion workflow and identifies Sources/Web/ as the typical destination for web source material.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Extracting a web page as Markdown
• Preparing web material for Obsidian ingestion
• Using Sources/Web/ as a destination for web sources

Organize task reports, research discussions, and study notes around a clear conclusion, supporting evidence, risks, and next actions. This skill helps agents reduce repetition, clarify uncertainty, and turn explanations into practical decisions or reusable notes.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Summarizing completed work and remaining tasks
• Separating facts from inferences in research discussions
• Turning study notes into reusable knowledge

Build Claude Code plugin hooks: automated checks triggered by tool use or session events. Get guidance on prompt and command hooks for validating actions, checking task completion, loading context, and testing configurations.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking dangerous commands before execution
• Verifying completion before the agent stops
• Loading project context when a session starts

Learn from top Kaggle solutions across text, images, time series, tabular data, and multimodal tasks that combine data types. Explore technical analyses, model settings, reusable code templates, and practical lessons to inform machine learning projects.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Study top solutions for a Kaggle competition
• Find proven methods for a machine learning task
• Explore reusable machine learning code templates

Prepare conference LaTeX template archives for writing in Overleaf. The skill identifies the main file and dependencies, proposes cleanup for approval, and organizes sections, resources, and a README with submission and compilation guidance.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Prepare a conference template for Overleaf
• Remove sample text and reorganize template files
• Separate paper sections into individual files

Organizes project literature reviews in Obsidian, turning paper notes into linked summaries, method categories, research gaps, and a visual map. Writing drafts and comparison tables follow only when claims meet the required evidence checks.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Organizing paper notes for a research project
• Comparing methods across papers
• Identifying research gaps supported by evidence

Keeps multi-step work organized with Markdown files for the plan, research notes, and final deliverable. Tracks completed phases, decisions, and errors so the agent can revisit goals and resume work with durable records.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Tracking progress through a multi-step task
• Keeping research findings and sources on disk
• Resuming work after a pause

Edit English and Chinese prose to reduce formulaic AI writing patterns, including filler, inflated claims, and vague attribution. Preserves the original meaning and intended tone while improving sentence variety, directness, and the writer’s voice.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Rewriting formulaic AI-generated prose
• Checking English or Chinese text before publication
• Polishing academic and professional writing

Organize papers from Zotero into an Obsidian project knowledge base. The skill separates source notes, research synthesis, and writing outputs, requiring evidence records and source links before findings become claims used in later work.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Organizing Zotero papers into project source notes
• Connecting literature findings to their supporting evidence
• Preparing evidence-linked research writing

Apply a short quality checklist to everyday code changes. Read existing code first, keep edits focused, check types and common security risks, verify execution, remove debugging leftovers, and summarize what changed and its impact.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking quality during routine feature work
• Reviewing type safety in Python and TypeScript
• Checking input handling and common security risks

Test local web applications with Playwright, a browser automation tool. Write Python scripts to check interface behavior, inspect rendered pages, capture screenshots, and collect browser logs, with a helper that manages one or more application servers.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking buttons, links, and form behavior
• Investigating interface issues with screenshots and logs
• Automating checks for local static HTML

Apply improvement plans from skill-quality-reviewer to Claude Skills. Groups edits by file, handles conflicting recommendations by priority, backs up originals, and verifies the updates before producing a report of changes and verification results.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Applying recommended fixes from a skill quality review
• Updating SKILL.md and reference files from a plan
• Resolving conflicting improvement recommendations

Check academic references for existence, accurate publication details, and support for the claims being cited. This guide explains how to verify sources, obtain bibliography entries, and flag references that cannot be confirmed.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking references suggested by AI
• Verifying authors, titles, and publication years
• Checking whether a paper supports a cited claim

Create and organize Claude Code plugins with guidance on configuration files, commands, agents, skills, hooks, and MCP servers. Learn where components belong, how automatic loading works, and how to reference files across different installation locations.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Create the directory structure for a new plugin
• Organize commands, agents, skills, and hooks
• Make file references work across installation locations

Turn research results into figures and tables for papers using pubfig and pubtab. Choose an appropriate presentation, convert Excel tables to LaTeX, export assets, and check readability, labels, and consistency before submission.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Choosing a chart that communicates research findings
• Converting an Excel table to LaTeX for a paper
• Preparing a summary figure with a companion table

Develop a vague research interest into a specific question and plan. Use 5W1H prompts, literature reviews, and analysis of unanswered questions to define hypotheses, required evidence, suitable methods, and a concrete next step.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Exploring research ideas with 5W1H prompts
• Reviewing literature to find unanswered questions
• Defining hypotheses and evidence requirements

Analyze ML and AI experiment results with statistical checks, confidence intervals, and effect sizes, which describe the size of differences. Produce scientific figures and analysis reports while identifying missing evidence and limits on model comparison claims.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Comparing model performance across repeated runs
• Checking significance and the size of performance differences
• Examining how removing model components affects results

Turn paper reviews into structured, professional responses. Classify comments, choose whether to revise, defend, clarify, or propose experiments, and draft a rebuttal that addresses every point with evidence and a respectful tone.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Classifying reviewer comments by issue type
• Choosing a response strategy for each comment
• Drafting responses linked to paper sections or results

Review local skills for description quality, organization, writing style, and file structure. Get weighted scores, letter grades, and concrete improvement plans, or compare multiple skills to decide which issues to fix first.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing a skill before sharing it
• Prioritizing fixes for an existing skill
• Checking required fields and referenced files