Paper Search Pro
Find academic papers across up to 8 sources (OpenAlex / Semantic Scholar / CrossRef / PubMed / arXiv for English, OpenReview for AI venues, plus native-Chinese retrieval via NSSD 国家哲社文献中心 + yiigle 中华医学期刊) with adjustable depth — Quick scan (5 min) to Audit prep (3 hr). Use when the user wants to find papers, run a literature search, gather references, scope a research topic, search Chinese-language / 中文原生 literature (中文文献/中文核心/CSSCI/C刊/国内研究/国内文献/中华××期刊/心理学报/经济研究), or filter results by journal tier (中科院分区/一区/几区, Q1, JCR/SJR quartile, 影响因子/impact factor, 期刊分区, 顶刊/top journal, '按分区筛'), or export
Install
npx skills add O0000-code/paper-search-pro --skill paper-search-progit clone --depth 1 https://github.com/O0000-code/paper-search-pro.git /tmp/paper-search-pro
mkdir -p ~/.claude/skills
cp -r /tmp/paper-search-pro/. ~/.claude/skills/paper-search-proPersonal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.
From the SKILL.md
# paper-search-pro
Multi-source literature search with adjustable depth. Four tiers, five data sources orchestrated by you (the main agent). Python helpers handle deterministic work; LLM classification is delegated to parallel Inline SubAgents — no external API key required.
## When to use this skill
- User wants to find academic papers / 找文献 / 论文搜索
- User is preparing a literature review, systematic review (SR), scoping review, or meta-analysis
- User wants to scope research on a topic for a thesis / proposal / coursework / news story
- User asks "what research exists on X" / "find me papers about Y"
- User uploads a query that suggests literature gathering (PICO, SPIDER, MeSH, RCT, etc.)
## When NOT to use
- User wants to **read** a specific paper (use PDF reader / download tool)
- User wants to **summarize** a single known paper (use a summarizer)
- User wants to **download** PDFs given DOIs (use `paper-downloader-portable`)
- User already has a literature set and wants to write a review (use `literature-set-review` / `factor-outcome-review`)
- User wants concept explanation, not papers ("what is prospect theory" → just answer)
---
## 🤖 Called by another agent / headless mode
**If you are an agent driving this Skill for your own reasoning (not for a human
who wants an HTML report)**, do NOT hand-run the 14-STEP recipe below. There is a
single structured-data channel built for you:Details
- Skill name
paper-search-pro- Repository
- O0000-code/paper-search-pro
- License
- Apache-2.0
- Repo updated
- 30 September 2026
FAQ
What does the Paper Search Pro skill do?
Find academic papers across up to 8 sources (OpenAlex / Semantic Scholar / CrossRef / PubMed / arXiv for English, OpenReview for AI venues, plus native-Chinese retrieval via NSSD 国家哲社文献中心 + yiigle 中华医学期刊) with adjustable depth — Quick scan (5 min) to Audit prep (3 hr). Use when the user wants to find papers, run a literature search, gather references, scope a research topic, search Chinese-language / 中文原生 literature (中文文献/中文核心/CSSCI/C刊/国内研究/国内文献/中华××期刊/心理学报/经济研究), or filter results by journal tier (中科院分区/一区/几区, Q1, JCR/SJR quartile, 影响因子/impact factor, 期刊分区, 顶刊/top journal, '按分区筛'), or export
How do I install the Paper Search Pro skill?
skills CLI (Claude Code, Cursor, Codex and more): npx skills add O0000-code/paper-search-pro --skill paper-search-pro. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.
Is Paper Search Pro popular?
It lives in O0000-code/paper-search-pro, which has 223 GitHub stars and 16 forks.
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