Academic skills and knowledge packs for researchers, designed for both Claude Code and Codex.
一个同时适用于 Claude Code 与 Codex 的科研技能工具箱，面向硕士生、博士生与研究写作者。
- Dual-host ready:
.claude/skills/and.agents/skills/ - Bilingual skills and knowledge packs
- Checklists, manifests, and build scripts for academic work
Quick links:
dan-research-skillkit is a bilingual research workflow toolkit. It turns a long-term academic workflow library into reusable dan-* skills, knowledge packs, manifests, and build scripts.
这个仓库把长期积累的科研方法材料整理成可调用的技能、知识包、清单和构建脚本，方便在 Claude Code 与 Codex 中直接使用。
- Master's students who need a structured research workflow
- PhD students who need stage diagnosis, output planning, and paper production support
- Research assistants, academic writers, and independent scholars
- Anyone who wants skills for literature work, question formation, theory, design, writing, review papers, submission, defense, and long-term planning
dan-*topic skills for literature work, research framing, design, writing, review papers, submission, defense, and planning- topic-based knowledge packs with concepts, frameworks, and checklists
- dual-host layouts for Claude Code and Codex
- manifests, coverage catalogs, and validation scripts for ongoing maintenance
- local extraction and build tools for expanding the toolkit over time
- Clone the repository.
- Read
docs/quickstart.md. - Pick a skill from
docs/skills.md. - Use repo-local skills directly, or install them globally for Claude Code or Codex.
- Rebuild generated layouts with
python3 scripts/build_skills.py && python3 scripts/build_host_layouts.py.
For Claude Code, see docs/install-claude.md.
For Codex, see docs/install-codex.md.
| If you need... | Start with |
|---|---|
| a quick diagnosis of your current stage, bottleneck, and next output | dan-research |
| a reusable literature workflow, search plan, or note matrix | dan-literature |
| a full literature operations stack with Google Scholar, CNKI, Zotero, and review prep | dan-literature-stack |
| help turning a broad topic into a question, gap, and contribution | dan-question-gap |
| help matching theory, design, evidence, and methods | dan-theory + dan-design |
| support for paper structure, review writing, submission, or defense | docs/skills.md |
| Skill | Use it when | Typical output |
| --- | --- |
| dan-research | you need stage diagnosis, routing, or next-output planning | stage note, next-output list, routing decision |
| dan-literature | you need search terms, reading layers, or a literature matrix | keyword grid, screening logic, literature workflow |
| dan-literature-stack | you need Google Scholar/CNKI acquisition, Zotero project setup, and review-ready corpus prep | stack install report, collection schema, review-ready corpus checklist |
| dan-question-gap | you need a tighter research question or contribution claim | question statement, gap note, contribution ladder |
| dan-theory | you need a conceptual framework or theory contribution | concept map, mechanism statement, theory paragraph |
| dan-design | you need to align question, data, evidence, and analysis | design alignment table, method-fit note |
| dan-paper-writing | you need paper structure or section-level writing logic | outline, section interface note, writing checklist |
| dan-review-paper | you need a review-paper workflow, not just a literature review | review type decision, screening plan, synthesis frame |
| dan-submission | you need submission materials or reviewer-response logic | submission checklist, comment matrix, response skeleton |
| dan-defense | you need presentation, proposal, or defense preparation | talk outline, slide logic, defense checklist |
| dan-planning | you need pacing, milestones, or execution repair | milestone plan, weekly rhythm, recovery note |
| dan-method-atlas | you need cross-method comparison before committing | method comparison table, evidence map |
| dan-academic-tools | you need templates, toolchains, or AI-use boundaries | tool stack, template list, workflow support note |
| dan-upgrade | you maintain the toolkit and need rebuild/release discipline | update checklist, rebuild plan, release validation |
Use a skill when you need action. Read the linked pack when you need deeper frameworks, pitfalls, and coverage signals.
需要执行时调用 skill；需要更完整的框架、误区和语料覆盖线索时，再读对应的 pack。
- Start with
dan-researchwhen you are unsure which bottleneck matters most. - Move into one domain skill and stay there long enough to produce a visible output.
- Open the matching pack under
knowledge/packswhen you need more depth. - Hand off to the next
dan-*skill only after the current output is clear. - Use
docs/skills.mdas the full routing directory.
Use dan-literature-stack when you want one orchestrator for:
- Google Scholar discovery
- CNKI search and export
- Zotero MCP setup and project collections
- batch organization, tagging, and duplicate cleanup
- review-ready source preparation before
dan-review-paper
The setup reference lives at skills-src/dan-literature-stack/references/stack-setup.md, and the installer script is scripts/install_literature_stack.py.
Knowledge packs live under knowledge/packs. Each pack includes:
- bilingual summary
- core concepts
- frameworks
- checklists
- template names
- related skills and pack metadata
skills-src/: single source of truth for alldan-*skills.claude/skills/: generated Claude Code layout.agents/skills/: generated Codex-compatible layoutknowledge/: public packs and manifestscatalog/: coverage indexes, pack maps, and release backlogsscripts/: inventory, extraction, normalization, build, and validation toolsschemas/: JSON schemas for packs, skills, and source cards
See docs/architecture.md.
Typical usage patterns:
- route a research problem to the right
dan-*skill - read one pack deeply before drafting a chapter or proposal
- vendor repo-local skills into a project workspace
- rebuild both host layouts after adding or revising a skill
Troubleshooting docs:
Roadmap:
- expand OCR coverage for image-heavy PDFs in the private extraction layer
- deepen templates and pack examples
- improve similarity checks and source refresh automation
Licenses:
- Code and scripts:
LICENSE - Documentation and packs:
LICENSE-docs
Author / 作者：南洋理工DAN读博笔记（小红书）