Agent skills by Galaxy-Dawn

Reference guidance for checking every citation in academic writing against canonical sources such as DOI, arXiv, CrossRef and Semantic Scholar, to catch fake or wrong references.

Galaxy-Dawn/claude-scholar

Reads an improvement-plan file from a companion quality-review skill and applies its suggested fixes to a Claude Skill, backing up first.

Galaxy-Dawn/claude-scholar

Scores a skill across description, content organization, writing style and structure, then produces letter grades and a prioritized improvement plan.

Galaxy-Dawn/claude-scholar

Turns a vague UI request into a concrete design system with style, palette, typography and layout guidance from a search script, plus stack-specific implementation advice.

Galaxy-Dawn/claude-scholar

Finds recent arXiv and bioRxiv papers on a topic, narrows them in stages to one pick per field, and writes bilingual Chinese and English summaries.

Galaxy-Dawn/claude-scholar

Prepare, audit, or revise Nature-ready Data Availability statements, data repository plans, dataset citations, and FAIR metadata checklists for manuscripts.

Galaxy-Dawn/claude-scholar

Maintains a project-scoped Obsidian research knowledge base: bootstrapping its folders, routing notes, updating hub, plan and index notes, and linting.

Galaxy-Dawn/claude-scholar

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…

Galaxy-Dawn/claude-scholar

Runs a project literature review in an Obsidian vault: paper notes in Sources/Papers feed Knowledge synthesis, a Writing handoff and a default literature canvas.

Galaxy-Dawn/claude-scholar

This skill should be used when the user asks to "learn from Kaggle", "study Kaggle solutions", "analyze Kaggle competitions", or mentions Kaggle competition URLs.

Galaxy-Dawn/claude-scholar

Moves papers from Zotero into an Obsidian project knowledge base as source notes, literature synthesis and writing outputs, with evidence records behind every promoted claim.

Galaxy-Dawn/claude-scholar

Draft, audit, or revise point-by-point reviewer response letters for Nature-family manuscript revisions.

Galaxy-Dawn/claude-scholar

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"…

Galaxy-Dawn/claude-scholar

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…

Galaxy-Dawn/claude-scholar

Systematic review response workflow from comment analysis to professional rebuttal writing.

Galaxy-Dawn/claude-scholar

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…

Galaxy-Dawn/claude-scholar

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…

Galaxy-Dawn/claude-scholar

Explains how to create Claude Code agents: file structure, YAML frontmatter fields, trigger descriptions with examples, model and color options, and system prompt design.

Galaxy-Dawn/claude-scholar

Applies a systematic debugging workflow to errors, exceptions and failures, with error-type tables, localization techniques and reference notes for Python, JavaScript and shell.

Galaxy-Dawn/claude-scholar

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…

Galaxy-Dawn/claude-scholar

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…

Galaxy-Dawn/claude-scholar

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…

Galaxy-Dawn/claude-scholar

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…

Galaxy-Dawn/claude-scholar

This skill should be used when the user asks to "verify code", "run verification", "check quality", "validate changes", or before creating a PR.

Galaxy-Dawn/claude-scholar

Cleans up a messy conference LaTeX template .zip into a tidy, Overleaf-ready project, after showing you the problems and a cleanup plan to approve.

Galaxy-Dawn/claude-scholar

Use only when creating new registrable ML components that require Factory or Registry patterns.

Galaxy-Dawn/claude-scholar

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…

Galaxy-Dawn/claude-scholar

Draft, restructure, or plan Nature-style manuscript sections from author-provided claims, results, figures, notes, or Chinese drafts.

Galaxy-Dawn/claude-scholar

A skill your agent uses for everyday coding tasks that involve writing or modifying source code.

Galaxy-Dawn/claude-scholar

Shapes agent replies, task reports and summaries to lead with the conclusion, then evidence, risk and one concrete next step, asking questions only when answers change the outcome.

Galaxy-Dawn/claude-scholar

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"…

Galaxy-Dawn/claude-scholar

Keeps a long task on track by writing a plan, running notes and the final deliverable to markdown files on disk instead of relying on chat memory.

Galaxy-Dawn/claude-scholar

A skill your agent uses for Obsidian-native formatting and derived artifacts such as Markdown formatting, wikilinks, registry tables, canvas files, optional Bases, CLI operations, and link repair.

Galaxy-Dawn/claude-scholar

A skill your agent uses 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…

Galaxy-Dawn/claude-scholar