菜单
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.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
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 memory.
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.
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, and paper discovery/evaluation criteria.
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.
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 providing detailed verification principles and common error patterns.
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.
| name | daily-paper-generator |
| description | 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. |
| version | 0.5.1 |
Discover, screen, and summarize recent papers for any research topic.
Supported sources:
--source both)Core workflow:
daily paper/Use this skill when:
Each summary should contain:
| Task | Method |
|---|---|
| Search papers | Use scripts/arxiv_search.py with `--source arxiv |
| Topic selection | Use general-topic queries from references/keywords.md |
| Evaluate quality | Use references/quality-criteria.md |
| Write Chinese review | Use references/writing-style.md |
| Write English review | Follow scientific writing best practices |
Choose a concrete topic query. Examples:
test-time adaptation for medical imagingmultimodal foundation model for healthcareprotein language model interpretabilityUse helper script:
python skills/daily-paper-generator/scripts/arxiv_search.py \
--query "test-time adaptation for medical imaging" \
--source both \
--months 1 \
--max-results 80 \
--output /tmp/papers.json
Notes:
--source arxiv: arXiv only--source biorxiv: bioRxiv only--source both: merge both sources and sort by dateFor each candidate paper:
Minimum rule:
For the Top 10 pool:
references/quality-criteria.mdFor the Top 3 shortlist:
Required output trace:
For each selected paper, generate:
Recommended directory and naming:
daily paper/
YYYY-MM-DD-HHMM-paper-1.md
YYYY-MM-DD-HHMM-paper-2.md
YYYY-MM-DD-HHMM-paper-3.md
references/keywords.md: general-topic query templatesreferences/quality-criteria.md: scoring rubricreferences/writing-style.md: review writing styleexample/daily paper example.md: output examplescripts/arxiv_search.py: arXiv + bioRxiv search helper--months N).arxiv vs biorxiv).