Markdown Article Formatter
JimLiu/baoyu-skills
Reformats plain text or Markdown articles with frontmatter, a title, a summary, headings, bold, lists and code blocks, and saves a separate formatted copy.
内容摘要与改写专家。将长文、网页、PDF、视频内容提炼为结构化摘要。适用于：信息压缩、快速阅读、内容复用. An agent skill from charlie-chann/ai-agent-langgraph-main.
Install Content Summarizer
$ npx skills add charlie-chann/ai-agent-langgraph-main --skill content-summarizer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install charlie-chann/ai-agent-langgraph-main content-summarizer --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/charlie-chann/ai-agent-langgraph-main.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/content-summarizer .claude/skills/content-summarizer && 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 "content-summarizer" agent skill from https://github.com/charlie-chann/ai-agent-langgraph-main/tree/master/skills/content-summarizer into .claude/skills/content-summarizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-summarizer", 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/charlie-chann/ai-agent-langgraph-main/tree/master/skills/content-summarizerType 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 charlie-chann/ai-agent-langgraph-main --skill content-summarizer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install charlie-chann/ai-agent-langgraph-main content-summarizer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/charlie-chann/ai-agent-langgraph-main.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/content-summarizer .agents/skills/content-summarizer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "content-summarizer" agent skill from https://github.com/charlie-chann/ai-agent-langgraph-main/tree/master/skills/content-summarizer into .agents/skills/content-summarizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-summarizer", 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 charlie-chann/ai-agent-langgraph-main --skill content-summarizer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install charlie-chann/ai-agent-langgraph-main content-summarizer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/charlie-chann/ai-agent-langgraph-main.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/content-summarizer .cursor/skills/content-summarizer && 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 "content-summarizer" agent skill from https://github.com/charlie-chann/ai-agent-langgraph-main/tree/master/skills/content-summarizer into .cursor/skills/content-summarizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-summarizer", 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/charlie-chann/ai-agent-langgraph-main.git --path skills/content-summarizer--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 charlie-chann/ai-agent-langgraph-main --skill content-summarizer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install charlie-chann/ai-agent-langgraph-main content-summarizer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/charlie-chann/ai-agent-langgraph-main.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/content-summarizer .gemini/skills/content-summarizer && 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 "content-summarizer" agent skill from https://github.com/charlie-chann/ai-agent-langgraph-main/tree/master/skills/content-summarizer into .gemini/skills/content-summarizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-summarizer", 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 charlie-chann/ai-agent-langgraph-main content-summarizerInstalls 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 charlie-chann/ai-agent-langgraph-main --skill content-summarizer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/charlie-chann/ai-agent-langgraph-main.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/content-summarizer .github/skills/content-summarizer && 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 "content-summarizer" agent skill from https://github.com/charlie-chann/ai-agent-langgraph-main/tree/master/skills/content-summarizer into .github/skills/content-summarizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-summarizer", 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 charlie-chann/ai-agent-langgraph-main --skill content-summarizer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install charlie-chann/ai-agent-langgraph-main content-summarizer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/charlie-chann/ai-agent-langgraph-main.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/content-summarizer .opencode/skills/content-summarizer && 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 "content-summarizer" agent skill from https://github.com/charlie-chann/ai-agent-langgraph-main/tree/master/skills/content-summarizer into .opencode/skills/content-summarizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-summarizer", 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
content-summarizer- GitHub stars
- 114
- Token cost
- ~219 tokens
- SKILL.md length
- 40 words
- Files
- 1
- Skills in repo
- 8
- Repo updated
- First seen
- Licence
- None found
At a glance
内容摘要与改写专家。将长文、网页、PDF、视频内容提炼为结构化摘要。适用于：信息压缩、快速阅读、内容复用. An agent skill from charlie-chann/ai-agent-langgraph-main.
- Works in 3 steps: summarize CLI（推荐） → Gemini 深度摘要 → 本地 Ollama（可选）
- Documents & Office work in your project
- SKILL.md covers 使用场景, 工具, 摘要风格 and 输出格式, plus 1 more section
- Calls npx, node and ollama
What it does
Content Summarizer is an agent skill from charlie-chann/ai-agent-langgraph-main. 内容摘要与改写专家。将长文、网页、PDF、视频内容提炼为结构化摘要。适用于：信息压缩、快速阅读、内容复用。
Its SKILL.md is about 220 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.
When your agent uses it
- Documents & Office work in your project
Example prompts
- “/content-summarizer”
Requirements
- Node.js
Workflow steps
3 steps, taken from the step headings in SKILL.md.
- summarize CLI（推荐）
- Gemini 深度摘要
- 本地 Ollama（可选）
What it can do on your machine
Read from SKILL.md and the folder at commit 3953a8f. 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
Shell commands in SKILL.md call:
npxnodeollama
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use npx, which can reach the network depending on how they are called.
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
Content Summarizer loads about 219 tokens when it runs. Until then it costs about 18 tokens; SKILL.md has 40 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 40 words (~219 tokens).
- name
- content-summarizer
Files
Just SKILL.md in skills/content-summarizer of charlie-chann/ai-agent-langgraph-main.
Open the folder on GitHubat commit 3953a8f
Compare with similar skills
Content Summarizer 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 |
|---|---|---|---|---|---|---|
| Content Summarizer this skillcharlie-chann/ai-agent-langgraph-main | 114 | — | ~219 | Automated safety check: Pass | None | |
| Markdown Article FormatterJimLiu/baoyu-skills | 27k | 6 repos | ~3.5k | Automated safety check: Pass | MIT | |
| MarkitdownImCa0/just-laws | 781 | 14 repos | ~3.2k | Automated safety check: Notes | MIT | |
| Obsidian MarkdownAtmosphere/atmosphere | 3.8k | 20 repos | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| DOCXrvdbreemen/OTGW-firmware | 207 | 33 repos | ~4.3k | Automated safety check: Pass | Proprietary | |
| Word Document Reader and WriterHKUDS/DeepTutor | 41k | — | ~2.5k | Automated safety check: Pass | Apache-2.0 |
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Obsidian Markdown
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Create and edit Obsidian Flavored Markdown with wikilinks, embeds, callouts, properties, and other Obsidian-specific syntax.
DOCX
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A skill your agent uses whenever the user wants to create, read, edit, or manipulate Word documents (.docx files).
Word Document Reader and Writer
HKUDS/DeepTutor
Reads, creates and edits Word .docx files with python-docx, and drops to raw OOXML for tracked changes, comments and byte-exact edits.
Crossposting
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Crosspost Wasp blog articles (MDX) to DEV.to and Medium. An agent skill from wasp-lang/wasp.
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Related
Categories
Questions about Content Summarizer
What does Content Summarizer do?
内容摘要与改写专家。将长文、网页、PDF、视频内容提炼为结构化摘要。适用于：信息压缩、快速阅读、内容复用. An agent skill from charlie-chann/ai-agent-langgraph-main. Content Summarizer is an agent skill from charlie-chann/ai-agent-langgraph-main.
When should I use Content Summarizer?
Content Summarizer fits situations like: documents & Office work in your project.
How do I install Content Summarizer in Claude Code?
Run `npx skills add charlie-chann/ai-agent-langgraph-main --skill content-summarizer -a claude-code`. Or copy the skill folder (skills/content-summarizer in charlie-chann/ai-agent-langgraph-main) into .claude/skills/content-summarizer in your project. Claude Code loads it when a task matches its description.
How do I install Content Summarizer in Codex?
Run `npx skills add charlie-chann/ai-agent-langgraph-main --skill content-summarizer -a codex`. Or copy the skill folder (skills/content-summarizer in charlie-chann/ai-agent-langgraph-main) into .agents/skills/content-summarizer in your project. Codex loads it when a task matches its description.
Can I use Content Summarizer 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 charlie-chann/ai-agent-langgraph-main --skill content-summarizer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/content-summarizer, .gemini/skills/content-summarizer, .github/skills/content-summarizer and .opencode/skills/content-summarizer in your project.
What does Content Summarizer need to run?
Going by SKILL.md and its folder, Content Summarizer needs the command-line tools its instructions call (npx, node and ollama). Our summary lists: Node.js.
Does Content Summarizer access the network?
SKILL.md contains no URLs. Its commands use npx, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Content Summarizer 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 Content Summarizer use?
No licence was found for Content Summarizer or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Content Summarizer use?
About 219 tokens (SKILL.md is roughly 876 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 Content Summarizer?
Skills that share tags, products or a category with Content Summarizer: Markdown Article Formatter (JimLiu/baoyu-skills, 27k stars), Markitdown (ImCa0/just-laws, 781 stars), Obsidian Markdown (Atmosphere/atmosphere, 3.8k stars) and DOCX (rvdbreemen/OTGW-firmware, 207 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Content Summarizer?
charlie-chann (a GitHub user) maintains it in charlie-chann/ai-agent-langgraph-main, which has 114 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on September 13, 2026.
Source: charlie-chann/ai-agent-langgraph-main on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.