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nature-academic-search
82 / 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 Yuan1z0825/nature-skills (GitHub) · research · 53,173 stars · scanned at commit a1a8220
Search literature across sources, verify or manage citations, and build MeSH strategies or citation-impact audits. Use for 文献检索、引文核对、参考文献管理、严格他引 and evidence-backed citer profiles; not for translating a paper or drafting manuscript prose.
Works with any agent that supports SKILL.md skills.
What this skill can do
Downloads and installs other software
The author does not mention this.
Found in 4 places.
Show 1 more
Connects to the internet
This is disclosed by the author in the skill's SKILL.md or README. Expected for a research skill.
Found in 31 places.
Show 17 more
- skills/nature-academic-search/mcp-server/sources/pubmed.py, line 55
resp = requests.get(url, params=merged, timeout=timeout) - skills/nature-academic-search/mcp-server/tests/test_citation_errors.py, line 21
@patch("sources.crossref.requests.get") - skills/nature-academic-search/mcp-server/tests/test_format_converter_hardening.py, line 40
with patch.object(format_converter, "urlopen", side_effect=AssertionError("must not fetch")) as opened: - skills/nature-academic-search/mcp-server/tests/test_format_converter_hardening.py, line 47
with patch.object(format_converter, "urlopen", side_effect=AssertionError("must not fetch")) as opened: - skills/nature-academic-search/mcp-server/tests/test_format_converter_hardening.py, line 55
with patch.object(format_converter, "urlopen", side_effect=AssertionError("must not fetch")) as opened: - skills/nature-academic-search/mcp-server/tests/test_format_converter_hardening.py, line 85
with patch.object(format_converter, "urlopen", side_effect=[_response(b"{}"), _response(b'<feed xmlns="http://www.w3.org/2005/Atom"/>')]): - skills/nature-academic-search/mcp-server/tests/test_script_converters.py, line 31
with patch.object(format_converter, "urlopen", return_value=response) as opened: - skills/nature-academic-search/mcp-server/tests/test_script_converters.py, line 62
with patch.object(format_converter, "urlopen", return_value=response), patch.object(format_converter, "DELAY", 0): - skills/nature-academic-search/mcp-server/tests/test_script_converters.py, line 69
with patch.object(format_converter, "urlopen", side_effect=OSError("boom")), patch.object(format_converter, "DELAY", 0): - skills/nature-academic-search/mcp-server/tests/test_sources.py, line 53
@patch("sources.crossref.requests.get") - skills/nature-academic-search/mcp-server/tests/test_sources.py, line 100
@patch("sources.crossref.requests.get") - skills/nature-academic-search/mcp-server/tests/test_sources.py, line 121
@patch("sources.crossref.requests.get") - skills/nature-academic-search/mcp-server/tests/test_sources.py, line 142
@patch("sources.crossref.requests.get") - skills/nature-academic-search/mcp-server/tests/test_sources.py, line 181
@patch("sources.crossref.requests.get") - skills/nature-academic-search/mcp-server/tests/test_sources.py, line 202
@patch("sources.crossref.requests.get") - skills/nature-academic-search/scripts/academic_search.py, line 52
import urllib.request - skills/nature-academic-search/scripts/academic_search.py, line 126
req = urllib.request.Request(url, headers=headers)
and 11 more places
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'nature-academic-search' ] || [ -L ~/.agents/skills/'nature-academic-search' ]; then echo 'A skill folder named nature-academic-search already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/Yuan1z0825/nature-skills' "$d" && git -C "$d" checkout --quiet 'a1a8220366e82ecd8584ea3d7f46cb3969f4b018' -- 'skills/nature-academic-search' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/nature-academic-search' ~/.agents/skills/'nature-academic-search' && 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/'nature-academic-search' ~/.claude/skills/'nature-academic-search' (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 Yuan1z0825/nature-skills shows the score of its lowest-scoring skill.

[](https://zalavijaysinh.github.io/skilltrust/repos/Yuan1z0825/nature-skills/)
Score history
| Date | Version | Score |
|---|
| 2026-11-11 | a1a8220 | 82 |
| 2026-11-08 | b6ae2ca | 82 |
| 2026-11-07 | b6ae2ca | 62 |