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。
直接命令不会经过审查 Prompt;运行前请先检查来源。
npx skills add https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills --skill unpaywall-api命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地?可下载 SkillsMP 当前能够提供的文件。
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.
基于 SOC 职业分类
正在显示 SKILL.md
| name | unpaywall-api |
| description | Find free legal full-text versions of scholarly articles via Unpaywall |
| metadata | {"openclaw":{"emoji":"🔍","category":"literature","subcategory":"fulltext","keywords":["full-text retrieval","open access","journal copyright policy","self-archiving"],"source":"https://unpaywall.org/products/api","requires":{"env":["UNPAYWALL_EMAIL"]}}} |
Unpaywall is a free, open database of over 40 million free scholarly articles. Built by the nonprofit OurResearch, Unpaywall indexes legal open access (OA) copies of papers from thousands of institutional repositories, preprint servers, publisher websites, and government archives. It is the most comprehensive source for finding freely available versions of paywalled academic literature.
Researchers, librarians, and tool developers use Unpaywall to locate open access copies of papers they need, assess the OA status of publications, and integrate OA discovery into their workflows. The database is updated daily, scanning repositories and publisher sites for new open access content. Unpaywall categorizes OA into types: gold (published OA), green (repository copy), hybrid (OA in subscription journal), and bronze (free to read on publisher site).
The API requires only an email address for authentication and is free for non-commercial use with a generous rate limit of 100,000 requests per day.
Authentication is via email address passed as a query parameter. No API key or registration is needed -- just provide a valid email:
?email=your@email.com
This email is used for contact purposes only and to identify your application. The API will reject requests without a valid email address. For commercial use or higher rate limits, contact OurResearch for an API key.
GET https://api.unpaywall.org/v2/{doi}| Param | Type | Required | Description |
|---|---|---|---|
| doi | string | Yes | The DOI of the paper (URL-encoded in path) |
| string | Yes | Your email address |
curl "https://api.unpaywall.org/v2/10.1038/nature12373?email=user@example.com"
is_oa: boolean indicating if any OA version existsbest_oa_location: the best available OA copy with url, url_for_pdf, evidence, host_type, license, and versionoa_locations: array of all known OA copiesoa_status: gold, green, hybrid, bronze, or closedtitle, doi, year, genre, journal_name, publisherGET https://api.unpaywall.org/v2/{doi} (repeated per DOI)| Param | Type | Required | Description |
|---|---|---|---|
| doi | string | Yes | One DOI per request (batch via multiple requests) |
| string | Yes | Your email address |
# Process multiple DOIs sequentially
for doi in "10.1038/nature12373" "10.1126/science.aaa8685" "10.1016/j.cell.2015.05.002"; do
curl -s "https://api.unpaywall.org/v2/$doi?email=user@example.com" | jq '{doi: .doi, is_oa: .is_oa, oa_status: .oa_status, best_url: .best_oa_location.url}'
sleep 0.01
done
For large-scale analyses, Unpaywall provides a complete database snapshot and a weekly data feed, rather than requiring millions of individual API calls. Access is available at https://unpaywall.org/products/data-feed for registered users.
The API allows 100,000 requests per day (approximately 1.15 requests per second sustained). There is no strict per-second rate limit, so burst traffic is acceptable as long as the daily cap is respected. Exceeding the limit returns HTTP 429. For analyses requiring more than 100K lookups, use the Unpaywall Data Feed (database snapshot) instead.
Determine which papers in your reading list have freely available versions:
curl -s "https://api.unpaywall.org/v2/10.1038/s41586-021-03819-2?email=user@example.com" | jq '{title: .title, is_oa: .is_oa, oa_status: .oa_status, pdf: .best_oa_location.url_for_pdf}'
Get a direct link to the best open access PDF for a paper:
curl -s "https://api.unpaywall.org/v2/10.1145/3292500.3330672?email=user@example.com" | jq '.best_oa_location | {url: .url, pdf: .url_for_pdf, version: .version, license: .license}'
Check whether publications from a funded project comply with OA mandates:
# For each publication DOI from the grant
curl -s "https://api.unpaywall.org/v2/10.1038/nature12373?email=user@example.com" | jq '{doi: .doi, title: .title, is_oa: .is_oa, oa_status: .oa_status, locations: [.oa_locations[] | {host: .host_type, license: .license, version: .version}]}'