nature-reader

nature-reader is a skill in Yuan1z0825/nature-skills, last changed 13 Sept 2026. It can run shell commands and bundle scripts. 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

Create source-grounded Chinese-English paper readers with aligned text, figures, tables, and equations. Use for 全文翻译、中英文对照、论文精读 or source-linked questions about a paper; respect a requested excerpt or question without generating a full reader.

Licence: Apache 2.0
Repo stars: 50.8k
Folder last changed: 13 Sept 2026 (opens in a new tab)
Publisher: Yuan1z0825
Files: 20 files
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-reader &&
  git -C "$tmp" checkout -q c1637a89c7097d486ba1c6e755e34d01cbb24998 &&
  mkdir -p .claude/skills &&
  mkdir .claude/skills/nature-reader &&
  cp -R "$tmp"/skills/nature-reader/. .claude/skills/nature-reader/ &&
  rm -rf "$tmp"

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

Claude Code docs

Pinned to commit c1637a8, the one we checked.

Skills in the Claude apps belong to your account rather than to a project.

Make nature-reader.zip, with the skill folder at the top level:

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-reader &&
  git -C "$tmp" checkout -q c1637a89c7097d486ba1c6e755e34d01cbb24998 &&
  out="$(mktemp -d)" &&
  cp -R "$tmp"/skills/nature-reader "$out"/nature-reader &&
  (cd "$out" && zip -qr - nature-reader) > nature-reader.zip &&
  rm -rf "$tmp" "$out"

In Claude, open Customize > Skills, select +, then + Create skill > Upload a skill, and choose nature-reader.zip.

On Free, Pro and Max plans, turn on Code execution and file creation (Create and edit files in newer settings) under Settings > Capabilities.

Claude apps docs

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-reader &&
  git -C "$tmp" checkout -q c1637a89c7097d486ba1c6e755e34d01cbb24998 &&
  mkdir -p .agents/skills &&
  mkdir .agents/skills/nature-reader &&
  cp -R "$tmp"/skills/nature-reader/. .agents/skills/nature-reader/ &&
  rm -rf "$tmp"

Codex picks up new skills on its own; restart it if this one does not appear.

Codex docs

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-reader &&
  git -C "$tmp" checkout -q c1637a89c7097d486ba1c6e755e34d01cbb24998 &&
  mkdir -p .cursor/skills &&
  mkdir .cursor/skills/nature-reader &&
  cp -R "$tmp"/skills/nature-reader/. .cursor/skills/nature-reader/ &&
  rm -rf "$tmp"

Cursor docs

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-reader &&
  git -C "$tmp" checkout -q c1637a89c7097d486ba1c6e755e34d01cbb24998 &&
  mkdir -p .github/skills &&
  mkdir .github/skills/nature-reader &&
  cp -R "$tmp"/skills/nature-reader/. .github/skills/nature-reader/ &&
  rm -rf "$tmp"

In a running Copilot CLI session, run /skills reload.

Or install it with gh skill, which also installs the commit we checked. Needs GitHub CLI 2.90 or later.

gh skill install Yuan1z0825/nature-skills skills/nature-reader/SKILL.md@c1637a89c7097d486ba1c6e755e34d01cbb24998 --agent github-copilot --scope project

Copilot & VS Code docs

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-reader &&
  git -C "$tmp" checkout -q c1637a89c7097d486ba1c6e755e34d01cbb24998 &&
  mkdir -p .gemini/skills &&
  mkdir .gemini/skills/nature-reader &&
  cp -R "$tmp"/skills/nature-reader/. .gemini/skills/nature-reader/ &&
  rm -rf "$tmp"

In a running session, run /skills reload.

Or use Gemini CLI’s own installer. Installs the latest version, not the one we checked.

gemini skills install https://github.com/Yuan1z0825/nature-skills.git --path skills/nature-reader --scope workspace

Gemini CLI docs

Pinned to commit c1637a8, the one we checked.

Codex, Cursor, Copilot, VS Code, Gemini CLI, OpenCode, Goose, Amp and Zed all read .agents/skills; Claude Code and Kiro list only their own folders.

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-reader &&
  git -C "$tmp" checkout -q c1637a89c7097d486ba1c6e755e34d01cbb24998 &&
  mkdir -p .agents/skills &&
  mkdir .agents/skills/nature-reader &&
  cp -R "$tmp"/skills/nature-reader/. .agents/skills/nature-reader/ &&
  rm -rf "$tmp"

Or use the skills CLI from skills.sh. Installs the latest version, not the one we checked. The skills CLI reports installs to skills.sh unless you set DISABLE_TELEMETRY=1.

npx skills@1.7.4 add Yuan1z0825/nature-skills --skill nature-reader

Agent Skills docs

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: Scripts or outside hosts

Runs shell commands
Its instructions or files give the agent commands to run on your computer.
Bundles scripts
The folder holds code files the agent may run.
scripts/validate_reader_math.py

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 works Report 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
  Anthropic's packaging script leaves these out: evals/. F8
  Fix: Delete them, or list them in .gitignore.
- 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, references/article-anatomy.md, static/fragments/source/doi-arxiv.md, static/fragments/source/html.md, static/fragments/source/pasted-text.md and 2 more. Anthropic suggests linking every reference file directly from SKILL.md. B4
  Fix: Link each one from SKILL.md and say when to read it.
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
  Anthropic's packaging script leaves these out: evals/. F8
  Fix: Delete them, or list them in .gitignore.
- Note
  Reference files that SKILL.md doesn't link: README_EN.md, references/article-anatomy.md, static/fragments/source/doi-arxiv.md, static/fragments/source/html.md, static/fragments/source/pasted-text.md and 2 more. Anthropic suggests linking every reference file directly from SKILL.md. B4
  Fix: Link each one from SKILL.md and say when to read it.
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
  Anthropic's packaging script leaves these out: evals/. F8
  Fix: Delete them, or list them in .gitignore.
- Note
  The description is 243 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, references/article-anatomy.md, static/fragments/source/doi-arxiv.md, static/fragments/source/html.md, static/fragments/source/pasted-text.md and 2 more. Anthropic suggests linking every reference file directly from SKILL.md. B4
  Fix: Link each one from SKILL.md and say when to read it.
OpenAI (Codex & API)Passes
Codex finds SKILL.md by its exact name and needs a description; OpenAI's Skills API checks the frontmatter against the spec and caps uploads.
- Note
  Anthropic's packaging script leaves these out: evals/. F8
  Fix: Delete them, or list them in .gitignore.
VS Code & CopilotPasses
VS Code reads skills one folder below .github/skills, .claude/skills or .agents/skills and falls back to the folder name when the name is missing or differs; GitHub's Copilot docs require the exact name SKILL.md.
- Note
  Anthropic's packaging script leaves these out: evals/. F8
  Fix: Delete them, or list them in .gitignore.

SKILL.md

Files

20 files

Path	Size
README.md (opens in a new tab)	2.1 KB
README_EN.md (opens in a new tab)	2.3 KB
SKILL.md (opens in a new tab)	3.8 KB
agents/openai.yaml (opens in a new tab)	218 B
evals/evals.json (opens in a new tab)	3.5 KB
manifest.yaml (opens in a new tab)	2.1 KB
references/article-anatomy.md (opens in a new tab)	3.3 KB
references/equation-handling.md (opens in a new tab)	5.1 KB
references/figure-extraction.md (opens in a new tab)	2 KB
references/grounding-rules.md (opens in a new tab)	2.2 KB
references/output-spec.md (opens in a new tab)	4.9 KB
scripts/validate_reader_math.py (opens in a new tab)	17.4 KB
static/core/output-contract.md (opens in a new tab)	2.1 KB
static/core/principles.md (opens in a new tab)	3.7 KB
static/core/workflow.md (opens in a new tab)	5.1 KB
static/fragments/source/doi-arxiv.md (opens in a new tab)	1.2 KB
static/fragments/source/html.md (opens in a new tab)	1.2 KB
static/fragments/source/pasted-text.md (opens in a new tab)	1.2 KB
static/fragments/source/pdf-text.md (opens in a new tab)	1.3 KB
static/fragments/source/scanned-pdf.md (opens in a new tab)	1.2 KB

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All skills in Yuan1z0825/nature-skills

Install

What it can touch

Pattern check

Format check

SKILL.md

Files

More from Yuan1z0825/nature-skills

nature-academic-search

nature-citation

nature-data

nature-downloader

nature-experiment-log

nature-figure