Agent Code Analyzer
ruvnet/ruflo
Agent skill for code-analyzer - invoke with $agent-code-analyzer
素材深度分析技能。当用户提供文章、推文、视频文稿等内容并要求分析时使用. An agent skill from JimLiu/Illustrated-Agent-Skills.
No licenceAuto-check passed
Install Content Analyzer
$ npx skills add JimLiu/Illustrated-Agent-Skills --skill content-analyzer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install JimLiu/Illustrated-Agent-Skills content-analyzer --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/JimLiu/Illustrated-Agent-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/content-analyzer .claude/skills/content-analyzer && 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-analyzer" agent skill from https://github.com/JimLiu/Illustrated-Agent-Skills/tree/main/skills/content-analyzer into .claude/skills/content-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-analyzer", 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/JimLiu/Illustrated-Agent-Skills/tree/main/skills/content-analyzerType 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 JimLiu/Illustrated-Agent-Skills --skill content-analyzer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install JimLiu/Illustrated-Agent-Skills content-analyzer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JimLiu/Illustrated-Agent-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/content-analyzer .agents/skills/content-analyzer && 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-analyzer" agent skill from https://github.com/JimLiu/Illustrated-Agent-Skills/tree/main/skills/content-analyzer into .agents/skills/content-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-analyzer", 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 JimLiu/Illustrated-Agent-Skills --skill content-analyzer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install JimLiu/Illustrated-Agent-Skills content-analyzer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JimLiu/Illustrated-Agent-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/content-analyzer .cursor/skills/content-analyzer && 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-analyzer" agent skill from https://github.com/JimLiu/Illustrated-Agent-Skills/tree/main/skills/content-analyzer into .cursor/skills/content-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-analyzer", 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/JimLiu/Illustrated-Agent-Skills.git --path skills/content-analyzer--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 JimLiu/Illustrated-Agent-Skills --skill content-analyzer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install JimLiu/Illustrated-Agent-Skills content-analyzer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JimLiu/Illustrated-Agent-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/content-analyzer .gemini/skills/content-analyzer && 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-analyzer" agent skill from https://github.com/JimLiu/Illustrated-Agent-Skills/tree/main/skills/content-analyzer into .gemini/skills/content-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-analyzer", 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 JimLiu/Illustrated-Agent-Skills content-analyzerInstalls 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 JimLiu/Illustrated-Agent-Skills --skill content-analyzer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/JimLiu/Illustrated-Agent-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/content-analyzer .github/skills/content-analyzer && 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-analyzer" agent skill from https://github.com/JimLiu/Illustrated-Agent-Skills/tree/main/skills/content-analyzer into .github/skills/content-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-analyzer", 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 JimLiu/Illustrated-Agent-Skills --skill content-analyzer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install JimLiu/Illustrated-Agent-Skills content-analyzer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JimLiu/Illustrated-Agent-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/content-analyzer .opencode/skills/content-analyzer && 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-analyzer" agent skill from https://github.com/JimLiu/Illustrated-Agent-Skills/tree/main/skills/content-analyzer into .opencode/skills/content-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-analyzer", 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-analyzer- GitHub stars
- 713
- Token cost
- ~461 tokens
- SKILL.md length
- 124 words
- Files
- 1
- Skills in repo
- 8
- Repo updated
- First seen
- Licence
- None found
At a glance
素材深度分析技能。当用户提供文章、推文、视频文稿等内容并要求分析时使用. An agent skill from JimLiu/Illustrated-Agent-Skills.
- Works in 4 steps: 核心论点：用一句话概括 → 关键概念：作者用了哪些关键概念？如何定义？ → 文章结构：论证如何展开？各部分如何衔接？ → …
- SKILL.md covers 分析流程, 分析框架, 联网检索 and 执行要求, plus 8 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Content Analyzer is an agent skill from JimLiu/Illustrated-Agent-Skills. 素材深度分析技能。当用户提供文章、推文、视频文稿等内容并要求分析时使用。 适用于：(1) 理解素材核心观点和论证逻辑，(2) 批判性评估内容，(3) 为后续写作提取可用素材， (4) 分析内容的传播价值。支持长文、短内容（推文/帖子）、视频文稿等多种内容类型。
Its SKILL.md is about 460 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: 《图解Skill——AI提效实战指南》官方 Repo.
Example prompts
- “/content-analyzer”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- 核心论点：用一句话概括
- 关键概念：作者用了哪些关键概念？如何定义？
- 文章结构：论证如何展开？各部分如何衔接？
- 证据支撑：有哪些具体案例、数据或权威引用？
What it can do on your machine
Read from SKILL.md and the folder at commit 6ce5243. 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.
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
Content Analyzer loads about 461 tokens when it runs. Until then it costs about 37 tokens; SKILL.md has 124 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 124 words (~461 tokens).
- name
- content-analyzer
Files
Just SKILL.md in skills/content-analyzer of JimLiu/Illustrated-Agent-Skills.
Open the folder on GitHubat commit 6ce5243
Compare with similar skills
Content Analyzer 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 Analyzer this skillJimLiu/Illustrated-Agent-Skills | 713 | — | ~461 | Automated safety check: Pass | None | |
| Agent Code Analyzerruvnet/ruflo | 74k | 2 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Agent Pagerank Analyzerruvnet/ruflo | 74k | 2 repos | ~2.9k | Automated safety check: Pass | MIT | |
| Agent Performance Analyzerruvnet/ruflo | 74k | 2 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Diff Analyzeruvnet/ruflo | 74k | — | ~450 | Automated safety check: Notes | MIT | |
| Analyze GitHub Flakeflutter/flutter | 179k | — | ~1.1k | Automated safety check: Pass | BSD-3-Clause |
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Questions about Content Analyzer
What does Content Analyzer do?
素材深度分析技能。当用户提供文章、推文、视频文稿等内容并要求分析时使用. An agent skill from JimLiu/Illustrated-Agent-Skills. Content Analyzer is an agent skill from JimLiu/Illustrated-Agent-Skills.
How do I install Content Analyzer in Claude Code?
Run `npx skills add JimLiu/Illustrated-Agent-Skills --skill content-analyzer -a claude-code`. Or copy the skill folder (skills/content-analyzer in JimLiu/Illustrated-Agent-Skills) into .claude/skills/content-analyzer in your project. Claude Code loads it when a task matches its description.
How do I install Content Analyzer in Codex?
Run `npx skills add JimLiu/Illustrated-Agent-Skills --skill content-analyzer -a codex`. Or copy the skill folder (skills/content-analyzer in JimLiu/Illustrated-Agent-Skills) into .agents/skills/content-analyzer in your project. Codex loads it when a task matches its description.
Can I use Content Analyzer 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 JimLiu/Illustrated-Agent-Skills --skill content-analyzer -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-analyzer, .gemini/skills/content-analyzer, .github/skills/content-analyzer and .opencode/skills/content-analyzer in your project.
What does Content Analyzer need to run?
SKILL.md names no scripts, command-line tools or credentials: Content Analyzer is instructions for the agent only.
Does Content Analyzer 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 Content Analyzer 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 Analyzer use?
No licence was found for Content Analyzer or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Content Analyzer use?
About 461 tokens (SKILL.md is roughly 1.8k 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 Analyzer?
Skills that share tags, products or a category with Content Analyzer: Agent Code Analyzer (ruvnet/ruflo, 74k stars), Agent Pagerank Analyzer (ruvnet/ruflo, 74k stars), Agent Performance Analyzer (ruvnet/ruflo, 74k stars) and Diff Analyze (ruvnet/ruflo, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Content Analyzer?
JimLiu (a GitHub user) maintains it in JimLiu/Illustrated-Agent-Skills, which has 713 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on June 15, 2026.
Source: JimLiu/Illustrated-Agent-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.