Markitdown
ImCa0/just-laws
Convert files and office documents to Markdown. An agent skill from ImCa0/just-laws.
文章解读助手。对用户提供的文章（URL、Markdown、PDF、粘贴文本）进行结构化解读，输出包含总览、关键要点、个人启发、批判性思考和延伸思考的 Markdown 报告。触发词：文章解读、解读文章、帮我解读、读一下这篇、分析这篇文章、article interpretation。
Install Article Interpreter
$ npx skills add chujianyun/skills --skill article-interpreter -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install chujianyun/skills article-interpreter --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/chujianyun/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/article-interpreter .claude/skills/article-interpreter && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "article-interpreter" agent skill from https://github.com/chujianyun/skills/tree/main/skills/article-interpreter into .claude/skills/article-interpreter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "article-interpreter", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/chujianyun/skills/tree/main/skills/article-interpreterType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add chujianyun/skills --skill article-interpreter -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install chujianyun/skills article-interpreter --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/chujianyun/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/article-interpreter .agents/skills/article-interpreter && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "article-interpreter" agent skill from https://github.com/chujianyun/skills/tree/main/skills/article-interpreter into .agents/skills/article-interpreter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "article-interpreter", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add chujianyun/skills --skill article-interpreter -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install chujianyun/skills article-interpreter --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/chujianyun/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/article-interpreter .cursor/skills/article-interpreter && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "article-interpreter" agent skill from https://github.com/chujianyun/skills/tree/main/skills/article-interpreter into .cursor/skills/article-interpreter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "article-interpreter", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/chujianyun/skills.git --path skills/article-interpreter--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add chujianyun/skills --skill article-interpreter -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install chujianyun/skills article-interpreter --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/chujianyun/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/article-interpreter .gemini/skills/article-interpreter && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "article-interpreter" agent skill from https://github.com/chujianyun/skills/tree/main/skills/article-interpreter into .gemini/skills/article-interpreter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "article-interpreter", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install chujianyun/skills article-interpreterInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add chujianyun/skills --skill article-interpreter -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/chujianyun/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/article-interpreter .github/skills/article-interpreter && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "article-interpreter" agent skill from https://github.com/chujianyun/skills/tree/main/skills/article-interpreter into .github/skills/article-interpreter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "article-interpreter", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add chujianyun/skills --skill article-interpreter -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install chujianyun/skills article-interpreter --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/chujianyun/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/article-interpreter .opencode/skills/article-interpreter && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "article-interpreter" agent skill from https://github.com/chujianyun/skills/tree/main/skills/article-interpreter into .opencode/skills/article-interpreter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "article-interpreter", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
article-interpreter- GitHub stars
- 740
- Token cost
- ~469 tokens
- SKILL.md length
- 79 words
- Files
- 1
- Skills in repo
- 35
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
文章解读助手。对用户提供的文章（URL、Markdown、PDF、粘贴文本）进行结构化解读，输出包含总览、关键要点、个人启发、批判性思考和延伸思考的 Markdown 报告。触发词：文章解读、解读文章、帮我解读、读一下这篇、分析这篇文章、article interpretation。
- Works in 3 steps: URL：使用 WebFetch 或 dokobot… → 本地文件：使用 Read 工具读取 Markdown/TXT；PDF 文件使用… → 粘贴文本：直接使用用户消息中的文本。
- Tasks that involve PDF
- SKILL.md covers 适用场景, 输入处理, 输出格式 and 执行步骤, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Article Interpreter is an agent skill from chujianyun/skills. 文章解读助手。对用户提供的文章（URL、Markdown、PDF、粘贴文本）进行结构化解读，输出包含总览、关键要点、个人启发、批判性思考和延伸思考的 Markdown 报告。触发词：文章解读、解读文章、帮我解读、读一下这篇、分析这篇文章、article interpretation。
Its SKILL.md is about 470 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Documents & Office, covering PDF and Markdown. The repository describes itself as: WuMing's Claude Skills.
When your agent uses it
- Tasks that involve PDF
- Tasks that involve Markdown
Example prompts
- “/article-interpreter”
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- URL：使用 WebFetch 或 dokobot 抓取正文内容；如果是微信公众号链接，优先使用 wechat-article-extractor skill。
- 本地文件：使用 Read 工具读取 Markdown/TXT；PDF 文件使用 Read 工具（支持 PDF）或 opendataloader-pdf skill。
- 粘贴文本：直接使用用户消息中的文本。
What it can do on your machine
Read from SKILL.md and the folder at commit 62e7c89. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Article Interpreter loads about 469 tokens when it runs. Until then it costs about 41 tokens; SKILL.md has 79 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 79 words (~469 tokens).
- name
- article-interpreter
Files
Just SKILL.md in skills/article-interpreter of chujianyun/skills.
Open the folder on GitHubat commit 62e7c89
Compare with similar skills
Article Interpreter next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Article Interpreter this skillchujianyun/skills | 740 | — | ~469 | Automated safety check: Pass | Custom licence | |
| MarkitdownImCa0/just-laws | 781 | 14 repos | ~3.2k | Automated safety check: Notes | MIT | |
| Gzh Designisjiamu/gzh-design-skill | 3.9k | 1 repos | ~2.2k | Automated safety check: Pass | AGPL-3.0 | |
| Bookforge Korean Ebook PDF Makergongnyang/bookforge | 314 | 1 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Huashu Markdown Publishing Pipelinealchaincyf/huashu-md-html | 908 | — | ~4.8k | Automated safety check: Pass | MIT | |
| Paper Interpretationdigoal/blog | 8.6k | — | ~1.5k | Automated safety check: Pass | GPL-2.0 |
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Questions about Article Interpreter
What does Article Interpreter do?
文章解读助手。对用户提供的文章（URL、Markdown、PDF、粘贴文本）进行结构化解读，输出包含总览、关键要点、个人启发、批判性思考和延伸思考的 Markdown 报告。触发词：文章解读、解读文章、帮我解读、读一下这篇、分析这篇文章、article interpretation。. Article Interpreter is an agent skill from chujianyun/skills.
When should I use Article Interpreter?
Article Interpreter fits situations like: tasks that involve PDF; tasks that involve Markdown.
How do I install Article Interpreter in Claude Code?
Run `npx skills add chujianyun/skills --skill article-interpreter -a claude-code`. Or copy the skill folder (skills/article-interpreter in chujianyun/skills) into .claude/skills/article-interpreter in your project. Claude Code loads it when a task matches its description.
How do I install Article Interpreter in Codex?
Run `npx skills add chujianyun/skills --skill article-interpreter -a codex`. Or copy the skill folder (skills/article-interpreter in chujianyun/skills) into .agents/skills/article-interpreter in your project. Codex loads it when a task matches its description.
Can I use Article Interpreter in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add chujianyun/skills --skill article-interpreter -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/article-interpreter, .gemini/skills/article-interpreter, .github/skills/article-interpreter and .opencode/skills/article-interpreter in your project.
What does Article Interpreter need to run?
SKILL.md names no scripts, command-line tools or credentials: Article Interpreter is instructions for the agent only.
Does Article Interpreter access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Article Interpreter safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Article Interpreter use?
Article Interpreter has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Article Interpreter use?
About 469 tokens (SKILL.md is roughly 1.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Article Interpreter?
Skills that share tags, products or a category with Article Interpreter: Markitdown (ImCa0/just-laws, 781 stars), Gzh Design (isjiamu/gzh-design-skill, 3.9k stars), Bookforge Korean Ebook PDF Maker (gongnyang/bookforge, 314 stars) and Huashu Markdown Publishing Pipeline (alchaincyf/huashu-md-html, 908 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Article Interpreter?
chujianyun (a GitHub user) maintains it in chujianyun/skills, which has 740 GitHub stars. The repository holds 35 skills in this directory. The repository was last updated on September 25, 2026.
Source: chujianyun/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.