Galaxy-Dawn/claude-scholar: 45 Agent Skills
Semi-automated research assistant for academic research and software development. Supports Claude Code, Codex CLI, Kimi Code CLI, and OpenCode across ideation, coding, experiments, writing, and publication.
| Repository | Galaxy-Dawn/claude-scholar |
|---|---|
| GitHub stars | 5,878 |
| Skills | 45 · 16 with scripts |
| Category | Marketing, SEO and writing |
| License | MIT |
| Last updated | Oct 19, 2026 |
| Install counts | Galaxy-Dawn/claude-scholar on skills.sh, Vercel's skills directory, which shows installs and security audits per skill |
Install Galaxy-Dawn/claude-scholar
| All skills, any agent | npx skills add Galaxy-Dawn/claude-scholar |
|---|---|
| One skill | npx skills add Galaxy-Dawn/claude-scholar --skill agent-identifier |
| Only for Claude Code | npx skills add Galaxy-Dawn/claude-scholar -a claude-code, or copy a skill folder to ~/.claude/skills/ (all projects) or .claude/skills/ (one project) |
npx skills is the open-source skills CLI; it asks which agents to install for. Skills can include scripts that your agent will run: read a skill before installing it, as you would any code.
Skills in Galaxy-Dawn/claude-scholar
| Skill | What it does |
|---|---|
| agent-identifier | Use when creating or configuring Claude Code agents and their frontmatter. has scriptsnpx skills add Galaxy-Dawn/claude-scholar --skill agent-identifier |
| architecture-design | Use only when creating new registrable ML components that require Factory or Registry patterns. has scriptsnpx skills add Galaxy-Dawn/claude-scholar --skill architecture-design |
| bug-detective | This skill should be used when the user asks to "debug this", "fix this error", "investigate this bug", "troubleshoot this issue", "find the problem", "something is broken", "this isn't working", "why is this failing", or reports errors/exceptions/bugs. Provides systematic debugging workflow and… has scriptsnpx skills add Galaxy-Dawn/claude-scholar --skill bug-detective |
| citation-verification | This skill provides reference guidance for citation verification in academic writing. Use when the user asks about "citation verification best practices", "how to verify references", "preventing fake citations", or needs guidance on citation accuracy. This skill supports ml-paper-writing by… has scriptsnpx skills add Galaxy-Dawn/claude-scholar --skill citation-verification |
| code-review-excellence | This skill should be used when the user asks to review a diff or pull request, write review comments, audit code quality, establish review standards, or improve how a team performs code review. has scriptsnpx skills add Galaxy-Dawn/claude-scholar --skill code-review-excellence |
| command-development | This skill should be used when the user asks to "create a slash command", "add a command", "write a custom command", "define command arguments", "use command frontmatter", "organize commands", "create command with file references", "interactive command", "use AskUserQuestion in command", or needs…npx skills add Galaxy-Dawn/claude-scholar --skill command-development |
| daily-coding | Use for everyday coding tasks that involve writing or modifying source code.npx skills add Galaxy-Dawn/claude-scholar --skill daily-coding |
| daily-paper-generator | Use when the user asks to generate daily paper digests on a general topic. This skill supports both arXiv and bioRxiv (or either one), then produces structured Chinese/English summaries for selected papers. has scriptsnpx skills add Galaxy-Dawn/claude-scholar --skill daily-paper-generator |
| defuddle | Extract clean Markdown from web pages. In the KB workflow, use it as a utility under obsidian-source-ingestion.npx skills add Galaxy-Dawn/claude-scholar --skill defuddle |
| doc-coauthoring | This skill should be used when the user asks to co-author documentation, draft a proposal, write a technical spec, create a decision doc or RFC, or structure a substantial document through iterative collaboration and reader testing.npx skills add Galaxy-Dawn/claude-scholar --skill doc-coauthoring |
| expression-skill | This skill should be used when the user asks for efficient communication, task reports, file-operation summaries, research discussion, study-note synthesis, planning, writing feedback, or responses that need conclusion-first structure, concrete evidence, risk disclosure, and useful next steps.npx skills add Galaxy-Dawn/claude-scholar --skill expression-skill |
| frontend-design | Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when…npx skills add Galaxy-Dawn/claude-scholar --skill frontend-design |
| git-workflow | This skill should be used when the user asks to "create git commit", "manage branches", "follow git workflow", "use Conventional Commits", "handle merge conflicts", or asks about git branching strategies, version control best practices, pull request workflows. Provides comprehensive Git workflow… has scriptsnpx skills add Galaxy-Dawn/claude-scholar --skill git-workflow |
| hook-development | This skill should be used when the user asks to "create a hook", "add a PreToolUse/PostToolUse/Stop hook", "validate tool use", "implement prompt-based hooks", "use ${CLAUDE_PLUGIN_ROOT}", "set up event-driven automation", "block dangerous commands", or mentions hook events (PreToolUse,… has scriptsnpx skills add Galaxy-Dawn/claude-scholar --skill hook-development |
| kaggle-learner | This skill should be used when the user asks to "learn from Kaggle", "study Kaggle solutions", "analyze Kaggle competitions", or mentions Kaggle competition URLs. Provides access to extracted knowledge from winning Kaggle solutions across NLP, CV, time series, tabular, and multimodal domains.npx skills add Galaxy-Dawn/claude-scholar --skill kaggle-learner |
| latex-conference-template-organizer | Organize messy conference LaTeX template .zip files into clean Overleaf-ready structure. Use when the user asks to "organize LaTeX template", "clean up .zip template", or "prepare Overleaf submission template".npx skills add Galaxy-Dawn/claude-scholar --skill latex-conference-template-organizer |
| mcp-integration | This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up Model Context Protocol", "connect external service", mentions "${CLAUDE_PLUGIN_ROOT} with MCP", or discusses MCP server types (SSE, stdio, HTTP, WebSocket).…npx skills add Galaxy-Dawn/claude-scholar --skill mcp-integration |
| ml-paper-writing | Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, conducting literature reviews, finding related work, verifying citations, or preparing camera-ready submissions. Includes LaTeX templates, citation verification workflows,…npx skills add Galaxy-Dawn/claude-scholar --skill ml-paper-writing |
| nature-data | Prepare, audit, or revise Nature-ready Data Availability statements, data repository plans, dataset citations, and FAIR metadata checklists for manuscripts. Use when the user asks about Nature data availability, research data sharing, repository selection, accession numbers, restricted or…npx skills add Galaxy-Dawn/claude-scholar --skill nature-data |
| nature-polishing | Polish, restructure, or translate academic prose into Nature-leaning English using writing-strategy principles, curated Nature/Nature Communications article patterns, and phrase-level support from Academic Phrasebank. Use whenever the user asks to polish a manuscript paragraph, abstract,…npx skills add Galaxy-Dawn/claude-scholar --skill nature-polishing |
| nature-response | Draft, audit, or revise point-by-point reviewer response letters for Nature-family manuscript revisions. Use when the user provides reviewer comments, editor decision letters, revision notes, response drafts, or asks how to respond to major/minor revision requests, rebuttal letters, response to…npx skills add Galaxy-Dawn/claude-scholar --skill nature-response |
| nature-writing | Draft, restructure, or plan Nature-style manuscript sections from author-provided claims, results, figures, notes, or Chinese drafts. Use when the user wants to write or rebuild an abstract, introduction, results narrative, discussion, conclusion, title, or full manuscript argument rather than…npx skills add Galaxy-Dawn/claude-scholar --skill nature-writing |
| obsidian-kb-artifacts | Use this skill for Obsidian-native formatting and derived artifacts such as Markdown formatting, wikilinks, registry tables, canvas files, optional Bases, CLI operations, and link repair. This skill does not decide knowledge routing.npx skills add Galaxy-Dawn/claude-scholar --skill obsidian-kb-artifacts |
| obsidian-literature-workflow | Use this skill for project-scoped literature review built on Sources/Papers, with synthesis landing in Knowledge, writing handoff in Writing, and the default literature canvas under Maps/literature.canvas. has scriptsnpx skills add Galaxy-Dawn/claude-scholar --skill obsidian-literature-workflow |
| obsidian-project-kb-core | Use this as the main Claude Scholar skill for a vault-first, project-scoped Obsidian research knowledge base rooted at Research/{project-slug}/. It owns bootstrap, routing, daily logging, hub/plan/index maintenance, registry updates, lifecycle actions, and lint orchestration. has scriptsnpx skills add Galaxy-Dawn/claude-scholar --skill obsidian-project-kb-core |
| obsidian-source-ingestion | Use this skill to ingest external materials into the current project-scoped Obsidian KB as source notes under Sources/Papers, Sources/Web, Sources/Docs, Sources/Data, Sources/Interviews, or Sources/Notes.npx skills add Galaxy-Dawn/claude-scholar --skill obsidian-source-ingestion |
| paper-self-review | This skill should be used when the user asks to "review paper quality", "check paper completeness", "validate paper structure", "self-review before submission", "audit claims", "check overclaiming", "verify whether results support claims", or mentions systematic paper quality checking. Provides…npx skills add Galaxy-Dawn/claude-scholar --skill paper-self-review |
| planning-with-files | Use this by default for non-trivial multi-step work that needs persistent planning, progress tracking, or durable notes on disk. Trigger when a task will likely span multiple tool calls, research steps, verification loops, or enough context that the plan should not live only in transient chat…npx skills add Galaxy-Dawn/claude-scholar --skill planning-with-files |
| plugin-structure | This skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", "set up plugin.json", "use ${CLAUDE_PLUGIN_ROOT}", "add commands/agents/skills/hooks", "configure auto-discovery", or needs guidance on plugin…npx skills add Galaxy-Dawn/claude-scholar --skill plugin-structure |
| post-acceptance | This skill should be used when the user asks to "prepare conference presentation", "create presentation slides", "design poster", "make academic poster", "write promotion content", "create Twitter thread", or mentions post-acceptance conference preparation. Provides comprehensive workflow for…npx skills add Galaxy-Dawn/claude-scholar --skill post-acceptance |
| publication-chart-skill | This skill should be used when the user asks for a publication-quality scientific figure or table, wants help choosing the right chart for results, needs a paper-ready pubfig or pubtab workflow, wants a figure + companion table for a results section, wants an Excel sheet turned into… has scriptsnpx skills add Galaxy-Dawn/claude-scholar --skill publication-chart-skill |
| research-ideation | This skill should be used when the user asks to "brainstorm research ideas", "use 5W1H framework", "identify research gaps", "conduct gap analysis", "start research project", "conduct literature review", "define research question", "select research method", "plan research", or mentions research…npx skills add Galaxy-Dawn/claude-scholar --skill research-ideation |
| results-analysis | This skill should be used when the user asks to "analyze experimental results", "run strict statistical analysis", "compare model performance", "generate scientific figures", "check significance", "do ablation analysis", or mentions interpreting experiment data with rigorous statistics and…npx skills add Galaxy-Dawn/claude-scholar --skill results-analysis |
| results-report | This skill should be used when the user asks to "write an experiment report", "summarize experimental results", "do experiment retrospection", "write a results report", "写实验总结报告", "写实验复盘", or mentions turning completed experiment artifacts into a structured, decision-oriented research report. It…npx skills add Galaxy-Dawn/claude-scholar --skill results-report |
| review-response | Systematic review response workflow from comment analysis to professional rebuttal writing. Use when the user asks to "write rebuttal", "respond to reviewers", "draft review response", or "analyze review comments". Improves paper acceptance rates.npx skills add Galaxy-Dawn/claude-scholar --skill review-response |
| skill-development | This skill should be used when the user asks to create a new skill, repair an existing skill, improve trigger descriptions, reorganize skill structure, or make a Claude skill more reusable and internally consistent.npx skills add Galaxy-Dawn/claude-scholar --skill skill-development |
| skill-improver | This skill should be used when the user asks to "apply skill improvements", "update skill from plan", "execute improvement plan", "fix skill issues", "implement skill recommendations", or mentions applying improvements from quality review reports. Reads improvement-plan-{name}.md files generated… has scriptsnpx skills add Galaxy-Dawn/claude-scholar --skill skill-improver |
| skill-quality-reviewer | This skill should be used when the user asks to "analyze skill quality", "evaluate this skill", "review skill quality", "check my skill", or "generate quality report". Evaluates local skills across description quality, content organization, writing style, and structural integrity. has scriptsnpx skills add Galaxy-Dawn/claude-scholar --skill skill-quality-reviewer |
| ui-ux-pro-max | This skill should be used when the user asks to design or review a UI, create a landing page or dashboard, choose colors or typography, improve accessibility, or implement polished frontend interfaces with a clear design system. has scriptsnpx skills add Galaxy-Dawn/claude-scholar --skill ui-ux-pro-max |
| uv-package-manager | Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimizing Python development workflows with uv.npx skills add Galaxy-Dawn/claude-scholar --skill uv-package-manager |
| verification-loop | This skill should be used when the user asks to "verify code", "run verification", "check quality", "validate changes", or before creating a PR. Provides comprehensive verification including build, type check, lint, tests, security scan, and diff review.npx skills add Galaxy-Dawn/claude-scholar --skill verification-loop |
| web-design-reviewer | This skill enables visual inspection of websites running locally or remotely to identify and fix design issues. Triggers on requests like "review website design", "check the UI", "fix the layout", "find design problems". Detects issues with responsive design, accessibility, visual consistency, and…npx skills add Galaxy-Dawn/claude-scholar --skill web-design-reviewer |
| webapp-testing | Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs. has scriptsnpx skills add Galaxy-Dawn/claude-scholar --skill webapp-testing |
| writing-anti-ai | This skill should be used when the user asks to "remove AI writing patterns", "humanize this text", "make this sound more natural", "remove AI-generated traces", "fix robotic writing", or needs to eliminate AI writing patterns from prose. Supports both English and Chinese text. Based on…npx skills add Galaxy-Dawn/claude-scholar --skill writing-anti-ai |
| zotero-obsidian-bridge | Use this skill when Zotero is the literature source of truth and the project KB should receive source notes under Sources/Papers plus project-linked synthesis in Knowledge and Writing. has scriptsnpx skills add Galaxy-Dawn/claude-scholar --skill zotero-obsidian-bridge |
Names and descriptions come from each skill's SKILL.md and are written by the pack's authors.
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