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31 database search skills. Trigger: finding papers, search strategies, querying academic databases. Design: one skill per database/tool with API details, query syntax, and rate limits.
기본적으로 소스를 먼저 확인하는 Prompt가 선택됩니다. 직접 명령으로 전환하거나 로컬 사본을 다운로드할 수도 있습니다.
설치 여부를 결정하기 전에 SKILL.md와 SkillsMP에 표시된 보조 파일을 읽어 보세요.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
직접 명령은 검토 Prompt를 거치지 않습니다. 실행하기 전에 소스를 확인하세요.
npx skills add https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills --skill search-skills명령은 한 줄로 유지됩니다. 복사하기 전에 가로로 스크롤해 전체 내용을 확인하세요.
로컬 사본을 원하시나요? SkillsMP에서 현재 제공할 수 있는 파일을 다운로드하세요.
Route empirical-research requests through the Auto-Empirical Research Skills catalog when this whole repository is installed as one skill in Codex, CodeBuddy, Claude Code, or another IDE. Use to choose and load the right vendored AERS skill for causal inference, econometrics, replication, data acquisition, manuscript writing, peer review and referee responses, citation checking, de-AIGC editing, or full empirical-paper workflows without reading the entire repository at once.
中英双语学术降 AIGC / bilingual academic de-AIGC skill. Removes AI-generated writing signatures from empirical papers in economics, management, and the social sciences — in both English and Chinese. Covers Turnitin AI, GPTZero, Originality.ai on the English side and 知网 AMLC, 万方, 维普 on the Chinese side. Uses a six-step loop (intake → audit → claim-evidence check → differentiated rewrite → five-dimension self-score → cold-reader recheck) with two pattern libraries (22 English + 17 Chinese patterns), section-by-section strategies for empirical papers, and hard protections that keep every number, coefficient, and citation intact.
Use when a research task needs reproducible Kaggle discovery, metadata inspection, bounded public-data downloads, competition or kernel discovery, model discovery, or an explicitly approved Kaggle write/delete operation through the official CLI.
SKILL.md 표시 중
SOC 직업 분류 기준
| name | search-skills |
| description | 31 database search skills. Trigger: finding papers, search strategies, querying academic databases. Design: one skill per database/tool with API details, query syntax, and rate limits. |
Select the skill matching the user's need, then read its SKILL.md.
| Skill | Description |
|---|---|
| arxiv-api | Search and retrieve preprints from the arXiv open-access repository |
| arxiv-batch-reporting | Batch search and report generation from arXiv preprint repository |
| arxiv-cli-tools | Command-line tools for searching and batch-downloading arXiv papers |
| arxiv-paper-processor | Process and analyze arXiv papers systematically for research workflows |
| baidu-scholar-guide | Using Baidu Scholar for Chinese and English academic literature search |
| base-academic-search | Search 400M+ open access documents via the BASE search engine API |
| biorxiv-api | Preprint server API for biology and medicine papers |
| boolean-search-guide | Master Boolean operators and advanced search syntax for academic databases |
| chatpaper-guide | Use ChatPaper to summarize and search arXiv papers with LLM assistance |
| citation-chaining-guide | Forward and backward citation chaining techniques for literature search |
| citeseerx-api | Search computer science literature via the CiteSeerX digital library |
| database-comparison-guide | Compare major academic databases and when to use each for research |
| deep-literature-search | Multi-source exhaustive literature search across academic databases |
| eric-education-api | Search 2M+ education research records via the ERIC database API |
| europe-pmc-api | Search biomedical and life sciences literature via Europe PMC |
| findpapers-guide | Search multiple academic databases simultaneously with Findpapers |
| google-scholar-guide | Advanced Google Scholar search techniques for comprehensive literature discovery |
| ieee-xplore-api | Search IEEE's 6M+ engineering and CS publications via the Xplore API |
| lens-scholarly-api | Search 300M+ scholarly and patent records via the Lens.org API |
| mesh-terms-guide | Navigate MeSH vocabulary for precise PubMed and MEDLINE searches |
| open-library-api | Search and access book metadata via the Open Library API |
| open-semantic-search-guide | Self-hosted semantic search and text mining platform |
| openaire-api | Search EU-funded research outputs via the OpenAIRE Graph API |
| openalex-api | Query the OpenAlex catalog of scholarly works, authors, and institutions |
| plos-open-access-api | Search PLOS open access journals with full-text Solr-powered API |
| pubmed-api | Search biomedical literature and retrieve records via PubMed E-utilities |
| scielo-api | Access Latin American and developing world research via SciELO API |
| semantic-scholar-api | Search papers and analyze citation graphs via OpenAlex and CrossRef APIs |
| share-research-api | Discover open access research outputs via the SHARE notification API |
| systematic-search-strategy | Construct rigorous systematic search strategies for literature reviews |
| worldcat-search-api | Search the world's largest library catalog via OCLC WorldCat API |