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fulltext-skills
90 / 100 · Low risk
Fine to try. Some of what it can do is expected: a research skill usually looks things up on the internet.
By brycewang-stanford/Auto-Empirical-Research-Skills (GitHub) · research · 5,016 stars · scanned at commit 8684584
16 full-text access skills. Trigger: accessing paper PDFs, bulk downloading, open access, text mining. Design: legal full-text retrieval from open repositories, archives, and preprint servers.
Works with any agent that supports SKILL.md skills.
What this skill can do
Sends data to these websites: arxiv.org, export.arxiv.org, www.ncbi.nlm.nih.gov, api.core.ac.uk, dataverse.harvard.edu
The author does not mention this. Expected for a research skill.
Found in 84 places.
Show 17 more
- skills/43-wentorai-research-plugins/skills/literature/fulltext/arxiv-latex-source/SKILL.md, line 168
resp = requests.get(url, headers=headers) - skills/43-wentorai-research-plugins/skills/literature/fulltext/bioc-pmc-api/SKILL.md, line 31
curl "https://www.ncbi.nlm.nih.gov/research/bionlp/RESTful/pmcoa.cgi/BioC_json/PMC6267067/unicode" - skills/43-wentorai-research-plugins/skills/literature/fulltext/bioc-pmc-api/SKILL.md, line 34
curl "https://www.ncbi.nlm.nih.gov/research/bionlp/RESTful/pmcoa.cgi/BioC_xml/PMC6267067/unicode" - skills/43-wentorai-research-plugins/skills/literature/fulltext/bioc-pmc-api/SKILL.md, line 37
curl "https://www.ncbi.nlm.nih.gov/research/bionlp/RESTful/pmcoa.cgi/BioC_json/PMC6267067/ascii" - skills/43-wentorai-research-plugins/skills/literature/fulltext/bioc-pmc-api/SKILL.md, line 44
curl "https://www.ncbi.nlm.nih.gov/pmc/utils/idconv/v1.0/?ids=29346600&format=json" - skills/43-wentorai-research-plugins/skills/literature/fulltext/bioc-pmc-api/SKILL.md, line 103
resp = requests.get(url, timeout=30) - skills/43-wentorai-research-plugins/skills/literature/fulltext/core-api-guide/SKILL.md, line 36
curl -H "Authorization: Bearer $CORE_API_KEY" \ - skills/43-wentorai-research-plugins/skills/literature/fulltext/core-api-guide/SKILL.md, line 59
curl -s -H "Authorization: Bearer $CORE_API_KEY" \ - skills/43-wentorai-research-plugins/skills/literature/fulltext/core-api-guide/SKILL.md, line 76
resp = requests.get("https://api.core.ac.uk/v3/search/works", headers=headers, params=params) - skills/43-wentorai-research-plugins/skills/literature/fulltext/core-api-guide/SKILL.md, line 96
curl -s -H "Authorization: Bearer $CORE_API_KEY" \ - skills/43-wentorai-research-plugins/skills/literature/fulltext/core-api-guide/SKILL.md, line 106
curl -s -X POST -H "Authorization: Bearer $CORE_API_KEY" \ - skills/43-wentorai-research-plugins/skills/literature/fulltext/dataverse-api/SKILL.md, line 31
curl "https://dataverse.harvard.edu/api/search?q=climate+change&type=dataset&per_page=20" - skills/43-wentorai-research-plugins/skills/literature/fulltext/dataverse-api/SKILL.md, line 34
curl "https://dataverse.harvard.edu/api/search?q=temperature+data&type=file&per_page=20" - skills/43-wentorai-research-plugins/skills/literature/fulltext/dataverse-api/SKILL.md, line 37
curl "https://dataverse.harvard.edu/api/search?q=survey+data&type=dataset&\ - skills/43-wentorai-research-plugins/skills/literature/fulltext/dataverse-api/SKILL.md, line 41
curl "https://dataverse.harvard.edu/api/search?q=genomics&type=dataset&\ - skills/43-wentorai-research-plugins/skills/literature/fulltext/dataverse-api/SKILL.md, line 45
curl "https://dataverse.harvard.edu/api/search?q=machine+learning&type=dataset&\ - skills/43-wentorai-research-plugins/skills/literature/fulltext/dataverse-api/SKILL.md, line 53
curl "https://dataverse.harvard.edu/api/datasets/:persistentId/?persistentId=doi:10.7910/DVN/EXAMPLE"
and 64 more places
Runs commands on your computer
The author does not mention this.
Found in 36 places.
Show 17 more
- skills/43-wentorai-research-plugins/skills/literature/fulltext/bioc-pmc-api/SKILL.md, line 44
curl "https://www.ncbi.nlm.nih.gov/pmc/utils/idconv/v1.0/?ids=29346600&format=json" - skills/43-wentorai-research-plugins/skills/literature/fulltext/core-api-guide/SKILL.md, line 30
export CORE_API_KEY=$CORE_API_KEY - skills/43-wentorai-research-plugins/skills/literature/fulltext/core-api-guide/SKILL.md, line 36
curl -H "Authorization: Bearer $CORE_API_KEY" \ - skills/43-wentorai-research-plugins/skills/literature/fulltext/core-api-guide/SKILL.md, line 59
curl -s -H "Authorization: Bearer $CORE_API_KEY" \ - skills/43-wentorai-research-plugins/skills/literature/fulltext/core-api-guide/SKILL.md, line 96
curl -s -H "Authorization: Bearer $CORE_API_KEY" \ - skills/43-wentorai-research-plugins/skills/literature/fulltext/core-api-guide/SKILL.md, line 106
curl -s -X POST -H "Authorization: Bearer $CORE_API_KEY" \ - skills/43-wentorai-research-plugins/skills/literature/fulltext/dataverse-api/SKILL.md, line 31
curl "https://dataverse.harvard.edu/api/search?q=climate+change&type=dataset&per_page=20" - skills/43-wentorai-research-plugins/skills/literature/fulltext/dataverse-api/SKILL.md, line 53
curl "https://dataverse.harvard.edu/api/datasets/:persistentId/?persistentId=doi:10.7910/DVN/EXAMPLE" - skills/43-wentorai-research-plugins/skills/literature/fulltext/dataverse-api/SKILL.md, line 66
curl -O "https://dataverse.harvard.edu/api/access/datafile/67890" - skills/43-wentorai-research-plugins/skills/literature/fulltext/doaj-api/SKILL.md, line 41
curl "https://doaj.org/api/search/articles/climate+change?page=1&pageSize=10" - skills/43-wentorai-research-plugins/skills/literature/fulltext/doaj-api/SKILL.md, line 56
curl "https://doaj.org/api/search/journals/bioinformatics?page=1&pageSize=5" - skills/43-wentorai-research-plugins/skills/literature/fulltext/doaj-api/SKILL.md, line 69
curl "https://doaj.org/api/search/articles/doi:10.1371/journal.pone.0213676" - skills/43-wentorai-research-plugins/skills/literature/fulltext/doaj-api/SKILL.md, line 82
curl "https://doaj.org/api/search/journals/issn:1932-6203" - skills/43-wentorai-research-plugins/skills/literature/fulltext/doaj-api/SKILL.md, line 97
curl -s "https://doaj.org/api/search/journals/issn:2045-2322" | jq '{total: .total, title: .results[0].bibjson.title, publisher: .results[0].bibjson.publisher.n - skills/43-wentorai-research-plugins/skills/literature/fulltext/doaj-api/SKILL.md, line 105
curl -s "https://doaj.org/api/search/articles/bibjson.subject.term:neuroscience?pageSize=20" | jq '.results[] | {title: .bibjson.title, journal: .bibjson.journa - skills/43-wentorai-research-plugins/skills/literature/fulltext/doaj-api/SKILL.md, line 113
curl -s "https://doaj.org/api/search/journals/issn:2041-1723" | jq '.results[0].bibjson | {title: .title, has_apc: .apc.has_apc, apc_amount: .apc.max[0].price, - skills/43-wentorai-research-plugins/skills/literature/fulltext/hal-archive-api/SKILL.md, line 25
curl "https://api.archives-ouvertes.fr/search/?q=machine+learning&rows=20&wt=json"
and 16 more places
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'fulltext-skills' ] || [ -L ~/.agents/skills/'fulltext-skills' ]; then echo 'A skill folder named fulltext-skills already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills' "$d" && git -C "$d" checkout --quiet '8684584e7d1127940f018157d2c579974fae8f79' -- 'skills/43-wentorai-research-plugins/skills/literature/fulltext' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/43-wentorai-research-plugins/skills/literature/fulltext' ~/.agents/skills/'fulltext-skills' && rm -rf "$d"; fi
Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'fulltext-skills' ~/.claude/skills/'fulltext-skills' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.
Badge for your README
The badge for brycewang-stanford/Auto-Empirical-Research-Skills shows the score of its lowest-scoring skill.

[](https://zalavijaysinh.github.io/skilltrust/repos/brycewang-stanford/Auto-Empirical-Research-Skills/)
Score history
| Date | Version | Score |
|---|
| 2026-11-10 | 8684584 | 90 |
| 2026-11-08 | bfa0a6e | 90 |
| 2026-11-07 | bfa0a6e | 70 |