claude-scholar
A research assistant plugin for Claude Code that supports literature review, paper writing, citation verification, Zotero and Obsidian integration, and code review and debugging for academic and software work.

A research assistant plugin for Claude Code that supports literature review, paper writing, citation verification, Zotero and Obsidian integration, and code review and debugging for academic and software work.
Use when creating or configuring Claude Code agents and their frontmatter.
Use only when creating new registrable ML components that require Factory or Registry patterns.
This skill should be used when the user asks to "debug this", "fix this error", "investigate this bug", "troubleshoot this…
This skill provides reference guidance for citation verification in academic writing. Use when the user asks about "citation…
This skill should be used when the user asks to review a diff or pull request, write review comments, audit code quality,…
This skill should be used when the user asks to "create a slash command", "add a command", "write a custom command", "define…
Use for everyday coding tasks that involve writing or modifying source code.
Use when the user asks to generate daily paper digests on a general topic. This skill supports both arXiv and bioRxiv (or either…
Extract clean Markdown from web pages. In the KB workflow, use it as a utility under obsidian-source-ingestion.
This skill should be used when the user asks to co-author documentation, draft a proposal, write a technical spec, create a…
This skill should be used when the user asks for efficient communication, task reports, file-operation summaries, research…
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web…
Expert code review specialist. Proactively reviews code for quality, security, and maintainability. Use immediately after writing…
Use this agent when the user provides a Kaggle competition URL or asks to learn from Kaggle winning solutions. Examples:
Use this agent when the user asks to "conduct literature review", "search for papers", "analyze research papers", "identify…
Use this agent when the user provides a research paper (PDF/DOCX/arXiv link) or asks to learn writing patterns from papers,…
Use this agent when the user asks to "write rebuttal", "respond to reviewers", "analyze review comments", or needs help with…
Test-driven development guide for writing tests first, implementing the smallest passing change, and keeping verification tight.…
name: sc:agent description: SC Agent — session controller that orchestrates investigation, implementation, and review category:…
Comprehensive code analysis across quality, security, performance, and architecture domains
Optional experiment line slug for report naming
Interactive requirements discovery through Socratic dialogue and systematic exploration
Build, compile, and package projects with intelligent error handling and optimization
Incrementally fix Python type and lint errors:
```yaml --- command: "/sc:business-panel" category: "Analysis & Strategic Planning" purpose: "Multi-expert business analysis with…
Create or verify a checkpoint in your workflow.
Systematically clean up code, remove dead code, and optimize project structure
Comprehensive security and quality review of uncommitted changes:
Commit changes following Conventional Commits format (local only, no push).
使用本地模板 ~/Code/template 而非 GitHub(覆盖 template_repo)
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