Scholar 搜索
- 作者仓库星标 12
- 作者仓库 agent-skills
Academic Scholar Search
Find papers with s2cli (Semantic Scholar), openalexcli (OpenAlex), and arxivy (arXiv), get high-quality BibTeX with dblpcli (DBLP). All tools run via uvx — no installation needed.
Finding Papers
Three tools for paper discovery, each with different strengths.
s2cli (Semantic Scholar)
Best for: paper recommendations, citation/reference networks, arXiv/DOI lookups, citation count filtering.
# Search by keyword
uvx s2cli search "attention mechanism" --limit 10 --json
uvx s2cli search "transformers" --year 2020-2024 --min-citations 100 --json
# Filter options: --year, --venue, --field, --min-citations, --open-access
# Get paper details by ID (supports S2 ID, DOI, arXiv, CorpusId)
uvx s2cli paper ARXIV:1706.03762 --json
uvx s2cli paper DOI:10.18653/v1/N18-3011 --json
# Citation network
uvx s2cli citations ARXIV:1706.03762 --limit 20 --json # papers citing this
uvx s2cli references ARXIV:1706.03762 --limit 20 --json # papers cited by this
# Recommendations based on a seed paper
uvx s2cli recommend ARXIV:1706.03762 --limit 10 --json
uvx s2cli recommend ARXIV:1706.03762 --pool all-cs --json # pool: 'recent' or 'all-cs'
# Author search and papers
uvx s2cli author search "Yoshua Bengio" --json
uvx s2cli author papers <author_id> --json
openalexcli (OpenAlex)
Best for: broadest coverage (260M+ works), institution/journal queries, group-by aggregation, ORCID lookups, date range filtering.
# Search by keyword
uvx openalexcli search "attention mechanism" --limit 10 --json
uvx openalexcli search "transformers" --from-date 2020-01-01 --min-citations 100 --json
# Filter options: --filter, --from-date, --to-date, --min-citations, --open-access, --type, --sort, --group-by
# Get work by OpenAlex ID
uvx openalexcli work W2741809807 --json
# Citation network
uvx openalexcli citations W2741809807 --limit 20 --json
uvx openalexcli references W2741809807 --limit 20 --json
# Author search and works
uvx openalexcli author search "Yoshua Bengio" --json
uvx openalexcli author works <author_id> --json
# Institution queries
uvx openalexcli institution search "MIT" --json
uvx openalexcli institution works <institution_id> --json
# Journal/source queries
uvx openalexcli source search "Nature" --json
uvx openalexcli source works <source_id> --json
# Aggregation (unique to OpenAlex)
uvx openalexcli search "deep learning" --group-by publication_year --json
arxivy (arXiv)
Best for: searching arXiv directly, getting paper details by arXiv ID, browsing recent submissions in a category. No API key needed.
# Search by keyword
uvx arxivy search "attention mechanism" --limit 10
uvx arxivy search "transformers" -c cs.CL -n 20
uvx arxivy search "diffusion models" --sort submittedDate
# Include abstracts in results
uvx arxivy search "RLHF" -c cs.AI --abstract
# Get paper details by arXiv ID (accepts bare IDs, versioned IDs, or full URLs)
uvx arxivy paper 1706.03762
uvx arxivy paper 1706.03762 2010.11929 1810.04805 # compare multiple
uvx arxivy paper 1706.03762 --json
# Browse recent submissions in a category
uvx arxivy new cs.AI
uvx arxivy new cs.CL -n 20 --abstract
# BibTeX export (fallback — prefer dblpcli for curated entries)
uvx arxivy bibtex 1706.03762
uvx arxivy bibtex 1706.03762 2010.11929 > refs.bib
Note on output: arxivy auto-detects whether stdout is a terminal. In a terminal it shows Rich tables; when piped it outputs JSON. Use --json to force JSON in a terminal.
Which tool to pick
| Need | Use |
|---|---|
| Recommendations for a paper | s2cli recommend |
| Citation/reference graph traversal | s2cli citations / s2cli references |
| arXiv ID or DOI lookup | s2cli paper or arxivy paper |
| Search arXiv directly (by category, recency) | arxivy search |
| Browse new arXiv submissions | arxivy new |
| Broadest search coverage | openalexcli search |
| Filter by institution or journal | openalexcli institution / openalexcli source |
| Aggregate stats (group-by) | openalexcli search --group-by |
| ORCID-based author lookup | openalexcli author get |
Getting BibTeX
Use dblpcli for high-quality BibTeX sourced directly from DBLP (curated, consistent formatting). If a paper isn't in DBLP (e.g. a very recent arXiv preprint), fall back to uvx arxivy bibtex <arxiv_id>.
Workflow
Find the paper's DBLP key by searching:
uvx dblpcli search "attention is all you need" --format jsonThe
keyfield in results (e.g.,conf/nips/VaswaniSPUJGKP17) is what you need.Export BibTeX:
uvx dblpcli bibtex conf/nips/VaswaniSPUJGKP17Batch export (multiple keys):
uvx dblpcli bibtex conf/nips/VaswaniSPUJGKP17 journals/jmlr/KingmaB14Custom citation key:
uvx dblpcli bibtex conf/nips/VaswaniSPUJGKP17 --key vaswani2017attentionSave to file:
uvx dblpcli bibtex conf/nips/VaswaniSPUJGKP17 --output refs.bib
Full dblpcli command reference
# Search publications (supports AND/OR operators, author: prefix)
uvx dblpcli search "transformer attention" --format json
uvx dblpcli search "deep learning" --year 2020-2024 --format json
uvx dblpcli search "author:Vaswani" --limit 10 --format json
# Get publication details
uvx dblpcli pub conf/nips/VaswaniSPUJGKP17 --format json
# Author workflow
uvx dblpcli author search "Geoffrey Hinton" --format json # find PID
uvx dblpcli author get <pid> --format json # author details
uvx dblpcli author pubs <pid> --format json # list publications
uvx dblpcli author bibtex <pid> # BibTeX for ALL papers
# Venue queries
uvx dblpcli venue search "NeurIPS" --format json
uvx dblpcli venue pubs conf/nips --year 2023 --format json
Common Workflows
Literature survey
- Search broadly:
uvx s2cli search "topic" --jsonoruvx openalexcli search "topic" --json - Find key papers, explore their citations:
uvx s2cli citations <id> --json - Get recommendations:
uvx s2cli recommend <id> --json - For each paper, find the DBLP key:
uvx dblpcli search "paper title" --format json - Export BibTeX:
uvx dblpcli bibtex <key1> <key2> <key3> --output refs.bib
Build a bibliography from a list of papers
- For each paper title, search DBLP:
uvx dblpcli search "title" --format json - Collect DBLP keys from results
- Batch export:
uvx dblpcli bibtex <key1> <key2> ... --output refs.bib
Citation network exploration
- Start with a seed paper:
uvx s2cli paper ARXIV:1706.03762 --json - Get citing papers:
uvx s2cli citations ARXIV:1706.03762 --limit 20 --json - Get referenced papers:
uvx s2cli references ARXIV:1706.03762 --limit 20 --json - Find related work:
uvx s2cli recommend ARXIV:1706.03762 --json
Get all papers by an author
- From DBLP:
uvx dblpcli author search "Name" --format json→uvx dblpcli author bibtex <pid> - From Semantic Scholar:
uvx s2cli author search "Name" --json→uvx s2cli author papers <id> --json - From OpenAlex:
uvx openalexcli author search "Name" --json→uvx openalexcli author works <id> --json
Configuration
| Variable | Purpose | Required |
|---|---|---|
S2_API_KEY |
Semantic Scholar API key (higher rate limits) | No |
OPENALEX_EMAIL |
OpenAlex polite pool (faster responses) | No |
Both tools work without these but may hit rate limits on heavy use.
When to Use
Use this skill when the user asks about:
- Finding academic papers or research on a topic
- Citations, references, or bibliography
- BibTeX entries or .bib files
- Paper recommendations or related work
- Author publication lists
- Literature reviews or surveys
- DOI, arXiv, or paper lookups
- Browsing recent arXiv submissions in a category
- 流狐分类
- 通用
- 作者声明 Agent
- 未找到明确声明;不据此推断已兼容或已测试
- 静态检查
- 88 / 100 · 启发式扫描,不代表运行安全
- 作者 / 版本 / 许可
- @mrshu · 未声明 license
- 流狐 Token 估算
- 低消耗
- 流狐接入估算
- 需简单配置
- 是否需要外部 API Key
- 需要 · Vendor-specific
- 检测到的系统要求
- 未声明
- 底层运行要求
- 未声明
- 检测到的文件与系统行为
-
- 只读
- 检测到的网络行为
- 允许外网请求
- 安装命令数
- 无(仅作为资料)
档案由构建时根据 SKILL.md 与安装命令自动衍生,可能与作者实际意图存在差异。
需要注意: 未限定 allowed-tools,默认拥有全部工具权限。
作者没有在当前 SKILL.md 中定义固定输出样例。 Find the paper's DBLP key by searching: The key field in results (e.g., conf/nips/VaswaniSPUJGKP17) is what you need. Export BibTeX:
Common Workflows
# Academic Scholar Search
Find papers with **s2cli** (Semantic Scholar), **openalexcli** (OpenAlex), and **arxivy** (arXiv), get high-quality BibTeX with **dblpcli** (DBLP). All tools run via `uvx` — no installation needed.
## Finding Papers
Three tools for paper discovery, each with different strengths.
### s2cli (Semantic Scholar)
Best for: paper recommendations, citation/reference networks, arXiv/DOI lookups, citation count filtering.
```bash
# Search by keyword
uvx s2cli search "attention mechanism" --limit 10 --json
uvx s2cli search "transformers" --year 2020-2024 --min-citations 100 --json
# Filter options: --year, --venue, --field, --min-citations, --open-access
# Get paper details by ID (supports S2 ID, DOI, arXiv, CorpusId)
uvx s2cli paper ARXIV:1706.03762 --json
uvx s2cli paper DOI:10.18653/v1/N18-3011 --json
# Citation network
uvx s2cli citations ARXIV:1706.03762 --limit 20 --json # papers citing this
uvx s2cli references ARXIV:1706.03762 --limit 20 --json # papers cited by this
# Recommendations based on a seed paper
uvx s2cli recommend ARXIV:1706.03762 --limit 10 --json
uvx s2cli recommend ARXIV:1706.03762 --pool all-cs --json # pool: 'recent' or 'all-cs'
# Author search and papers
uvx s2cli author search "Yoshua Bengio" --json
uvx s2cli author papers <author_id> --json
```
### openalexcli (OpenAlex)
Best for: broadest coverage (260M+ works), institution/journal queries, group-by aggregation, ORCID lookups, date range filtering.
```bash
# Search by keyword
uvx openalexcli search "attention mechanism" --limit 10 --json
uvx openalexcli search "transformers" --from-date 2020-01-01 --min-citations 100 --json
# Filter options: --filter, --from-date, --to-date, --min-citations, --open-access, --type, --sort, --group-by
… 作者原文负责流程事实;流狐只索引当前章节、要点、文件与命令。
章节 -> Finding Papers → s2cli (Semantic Scholar) → openalexcli (OpenAlex) → arxivy (arXiv) → Which tool to pick → Getting BibTeX
要点 -> s2cli · openalexcli · arxivy · dblpcli · Note on output
文件/命令 -> uvx · --json · s2cli recommend · s2cli citations · s2cli references · s2cli paper · arxivy paper · arxivy search
内容 SHA-256 -> aa375a6ac9ad
方法与流程
适用与边界
原文中的明确线索
uvx、--json、s2cli recommend、s2cli citations、s2cli references、s2cli paper、arxivy paper、arxivy search