nature-social-science

nature-social-science is a skill in Yuan1z0825/nature-skills, last changed 1 Oct 2026. It is instructions only: no scripts, no named hosts and no pre-approved tools. Our pattern check flagged nothing at commit c1637a8 on 26 Oct 2026.

Pattern check: nothing flagged · commit c1637a8 · 26 Oct 2026

Install
From the author
社会科学及相邻学科学术写作与选题论证工作台,覆盖选题构思、文献梳理、论证组织、学术表达四大要素。Use for 找论文题目/研究问题、把兴趣或宽泛主题变成可讨论的研究方向、文献综述与领域版图、区分"研究少"与真正未决的知识问题、设计证据路线与主张边界、新颖性审计与"审稿人2"式攻击、博士/论文可行性评估、导师沟通话术、或检查论文中的过度断言与概念混用。也适用于开题报告、研究计划书、学位论文的选题阶段与论证自检。
Licence
Apache 2.0
Repo stars
50.8k
Publisher
Yuan1z0825
Checked
c1637a8 (opens in a new tab) · 26 Oct 2026

Install

Each tab says whether it installs commit c1637a8, the one we checked, or the latest version.

No tab for your agent? Use Any agent for OpenCode, Goose, Windsurf (Devin Desktop), Zed, Roo Code, Factory Droid, Junie, Amp and Antigravity, and Claude Code for Cline. Kiro needs the folder copied by hand.

Pinned to commit c1637a8, the one we checked.

From your project's root folder:

tmp="$(mktemp -d)" &&
  git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/Yuan1z0825/nature-skills.git "$tmp" &&
  git -C "$tmp" fetch -q --depth 1 origin c1637a89c7097d486ba1c6e755e34d01cbb24998 &&
  git -C "$tmp" sparse-checkout set -- skills/nature-social-science &&
  git -C "$tmp" checkout -q c1637a89c7097d486ba1c6e755e34d01cbb24998 &&
  mkdir -p .claude/skills &&
  mkdir .claude/skills/nature-social-science &&
  cp -R "$tmp"/skills/nature-social-science/. .claude/skills/nature-social-science/ &&
  rm -rf "$tmp"

If Claude Code was already running and this created the skills folder, run /reload-skills.

Claude Code docs (opens in a new tab)

What it can touch

From the files and frontmatter at commit c1637a8. This is how much a skill can do, not whether it is risky.

What it can touch: Instructions only

It is instructions only: no scripts, no named hosts and no pre-approved tools.

Pattern check

Pattern check: nothing flagged · commit c1637a8 · 26 Oct 2026

We checked every text file in this skill, at commit c1637a8 on 26 Oct 2026, against 45 published patterns such as download-and-run commands, hidden text and credential access. We don't run the skill, we don't read the web pages it points to, and we can't judge everything its instructions might lead an agent to do. In published tests, pattern checks like this one missed most malicious skills. Read the skill before you install it — especially anything it asks you to download or run.

How the check worksReport an incorrect finding

Format check

Each agent reads SKILL.md a little differently. We check the file against each one's published rules; we don't run the skill in any agent.

  • Agent Skills specPasses

    The open format from agentskills.io, held to what the strictest agents enforce, so one folder loads everywhere.

    • Note

      There is no license field, so readers can't tell whether they may reuse the skill. O2

      Fix: Add license: with an SPDX name such as MIT or Apache-2.0, or the name of a bundled licence file.

    • Note

      Reference files that SKILL.md doesn't link: README_EN.md. Anthropic suggests linking every reference file directly from SKILL.md. B4

      Fix: Link each one from SKILL.md and say when to read it.

    • Note

      Reference files over 100 lines with no table of contents at the top: references/01-foundations.md (228 lines), references/02-workflow-steps1-3.md (883 lines), references/03-workflow-steps4-5.md (530 lines), references/04-workflow-steps6-8.md (830 lines), references/05-prompt-library.md (1063 lines) and 4 more. B5

      Fix: Add a short list of the sections at the top of each.

  • Claude CodePasses

    Claude Code reads its own extra fields, ignores unknown ones, and still loads a skill whose frontmatter is broken, without its fields.

    • Note

      Reference files that SKILL.md doesn't link: README_EN.md. Anthropic suggests linking every reference file directly from SKILL.md. B4

      Fix: Link each one from SKILL.md and say when to read it.

    • Note

      Reference files over 100 lines with no table of contents at the top: references/01-foundations.md (228 lines), references/02-workflow-steps1-3.md (883 lines), references/03-workflow-steps4-5.md (530 lines), references/04-workflow-steps6-8.md (830 lines), references/05-prompt-library.md (1063 lines) and 4 more. B5

      Fix: Add a short list of the sections at the top of each.

  • Claude apps & API uploadPasses

    Uploading to claude.ai or the Claude API, or packaging with Anthropic's script, accepts only the six spec fields and stops on anything else.

    • Note

      The description is 207 characters. The claude.ai Help Center says 200 at most, though Anthropic's API docs and validator allow 1,024. D4

      Fix: If the claude.ai upload refuses it, trim the description to 200 characters.

    • Note

      Reference files that SKILL.md doesn't link: README_EN.md. Anthropic suggests linking every reference file directly from SKILL.md. B4

      Fix: Link each one from SKILL.md and say when to read it.

    • Note

      Reference files over 100 lines with no table of contents at the top: references/01-foundations.md (228 lines), references/02-workflow-steps1-3.md (883 lines), references/03-workflow-steps4-5.md (530 lines), references/04-workflow-steps6-8.md (830 lines), references/05-prompt-library.md (1063 lines) and 4 more. B5

      Fix: Add a short list of the sections at the top of each.

  • OpenAI (Codex & API)Passes
  • VS Code & CopilotPasses

SKILL.md

Files

More from Yuan1z0825/nature-skills

  • nature-academic-search

    Yuan1z0825/nature-skills

    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.

    Pattern check: Nothing flaggedWhat it can touch: Touches credentials · Runs shell commands +3

    Apache 2.0 · 50.8k repo stars · Updated 24 Oct 2026

  • nature-citation

    Yuan1z0825/nature-skills

    Find and verify Nature/CNS-family literature supporting manuscript claims, with claim-to-source mapping and reference-manager export. Use for Nature系列引用、CNS支撑文献、分段补引用 when this journal scope is requested; use broader literature search for unrestricted sources.

    Pattern check: Nothing flaggedWhat it can touch: Runs shell commands · Reaches the network +2

    Apache 2.0 · 50.8k repo stars · Updated 16 Oct 2026

  • nature-data

    Yuan1z0825/nature-skills

    Draft or audit manuscript Data/Code Availability statements, dataset access routes, repository plans, and FAIR metadata. Use for 数据可用性声明、数据共享、数据仓库选择 and dataset citations; not general data cleaning or statistical analysis.

    Pattern check: Nothing flaggedWhat it can touch: Names web addresses

    Apache 2.0 · 50.8k repo stars · Updated 13 Sept 2026

  • nature-downloader

    Yuan1z0825/nature-skills

    Use when a user needs lawful academic full text, CNKI institutional access, English OA retrieval, publisher API access, institutional browser fallback, or supporting information downloads.

    Pattern check: Nothing flaggedWhat it can touch: Touches credentials · Runs shell commands +3

    MIT · 50.8k repo stars · Updated 19 Oct 2026

  • nature-experiment-log

    Yuan1z0825/nature-skills

    标准化实验日志记录——直接上传或读取本地图片、语音和文字,产出带 YAML frontmatter 的 Markdown;可选集成飞书 CLI 与 Obsidian。

    Pattern check: Nothing flaggedWhat it can touch: Names web addresses

    MIT · 50.8k repo stars · Updated 2 Aug 2026

  • nature-figure

    Yuan1z0825/nature-skills

    Create, revise, audit, and export manuscript scientific figures in Python or R. Use for 论文配图、科研绘图、多面板图 and submission-ready plots, or explicitly requested AI-generated graphical abstracts and mechanism schematics. Not for interactive dashboards, data cleaning, or statistics-only analysis.

    Pattern check: Items to reviewWhat it can touch: Runs shell commands · Reaches the network +3

    Apache 2.0 · 50.8k repo stars · Updated 20 Oct 2026

All skills in Yuan1z0825/nature-skills