Analyzer
iBigQiang/feedgrab
Content Analyzer — any content (URL, text, transcript) into structured analysis report with actionable insights.
在动手规划、修改、调试或回答复杂项目问题前使用。用于快速扫描项目结构、依赖、约束文档、关键文件和调用链，输出任务相关上下文，而不是直接改代码。用户提到 analyze context、scan repo、understand project、定位实现、找规范、排查调用链时都应触发。
MITAuto-check passed
Install Context Analyzer
$ npx skills add CaoMeiYouRen/caomei-auth --skill context-analyzer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install CaoMeiYouRen/caomei-auth context-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/CaoMeiYouRen/caomei-auth.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.github/skills/context-analyzer .claude/skills/context-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 "context-analyzer" agent skill from https://github.com/CaoMeiYouRen/caomei-auth/tree/master/.github/skills/context-analyzer into .claude/skills/context-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "context-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/CaoMeiYouRen/caomei-auth/tree/master/.github/skills/context-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 CaoMeiYouRen/caomei-auth --skill context-analyzer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install CaoMeiYouRen/caomei-auth context-analyzer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/CaoMeiYouRen/caomei-auth.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.github/skills/context-analyzer .agents/skills/context-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 "context-analyzer" agent skill from https://github.com/CaoMeiYouRen/caomei-auth/tree/master/.github/skills/context-analyzer into .agents/skills/context-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "context-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 CaoMeiYouRen/caomei-auth --skill context-analyzer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install CaoMeiYouRen/caomei-auth context-analyzer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/CaoMeiYouRen/caomei-auth.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.github/skills/context-analyzer .cursor/skills/context-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 "context-analyzer" agent skill from https://github.com/CaoMeiYouRen/caomei-auth/tree/master/.github/skills/context-analyzer into .cursor/skills/context-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "context-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/CaoMeiYouRen/caomei-auth.git --path .github/skills/context-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 CaoMeiYouRen/caomei-auth --skill context-analyzer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install CaoMeiYouRen/caomei-auth context-analyzer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/CaoMeiYouRen/caomei-auth.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.github/skills/context-analyzer .gemini/skills/context-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 "context-analyzer" agent skill from https://github.com/CaoMeiYouRen/caomei-auth/tree/master/.github/skills/context-analyzer into .gemini/skills/context-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "context-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 CaoMeiYouRen/caomei-auth context-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 CaoMeiYouRen/caomei-auth --skill context-analyzer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/CaoMeiYouRen/caomei-auth.git skills-src && mkdir -p .github/skills && cp -r skills-src/.github/skills/context-analyzer .github/skills/context-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 "context-analyzer" agent skill from https://github.com/CaoMeiYouRen/caomei-auth/tree/master/.github/skills/context-analyzer into .github/skills/context-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "context-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 CaoMeiYouRen/caomei-auth --skill context-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 CaoMeiYouRen/caomei-auth context-analyzer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/CaoMeiYouRen/caomei-auth.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.github/skills/context-analyzer .opencode/skills/context-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 "context-analyzer" agent skill from https://github.com/CaoMeiYouRen/caomei-auth/tree/master/.github/skills/context-analyzer into .opencode/skills/context-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "context-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
context-analyzer- GitHub stars
- 220
- Token cost
- ~296 tokens
- SKILL.md length
- 55 words
- Files
- 1
- Skills in repo
- 14
- Repo updated
- First seen
- Licence
- MIT
At a glance
在动手规划、修改、调试或回答复杂项目问题前使用。用于快速扫描项目结构、依赖、约束文档、关键文件和调用链，输出任务相关上下文，而不是直接改代码。用户提到 analyze context、scan repo、understand project、定位实现、找规范、排查调用链时都应触发。
- SKILL.md covers 工作流, 输出目标, 常见项目切入点 and 反模式, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Context Analyzer is an agent skill from CaoMeiYouRen/caomei-auth. 在动手规划、修改、调试或回答复杂项目问题前使用。用于快速扫描项目结构、依赖、约束文档、关键文件和调用链，输出任务相关上下文，而不是直接改代码。用户提到 analyze context、scan repo、understand project、定位实现、找规范、排查调用链时都应触发。
Its SKILL.md is about 300 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: 草梅 Auth 是一个基于 Nuxt 全栈框架的统一登录平台。支持 OAuth2.0 协议，集成邮箱、用户名、手机号、验证码、社交媒体等多种登录注册方式。 The licence is MIT.
Example prompts
- “/context-analyzer”
What it can do on your machine
Read from SKILL.md and the folder at commit 7bd3bae. 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
Context Analyzer loads about 296 tokens when it runs. Until then it costs about 40 tokens; SKILL.md has 55 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
The full file from CaoMeiYouRen/caomei-auth at commit 7bd3bae, republished under its MIT licence (© CaoMeiYouRen). 55 words, ~296 tokens.
Download SKILL.mdSave it as
.claude/skills/context-analyzer/SKILL.md (or your agent's skills folder).- name
- context-analyzer
- description
- 在动手规划、修改、调试或回答复杂项目问题前使用。用于快速扫描项目结构、依赖、约束文档、关键文件和调用链，输出任务相关上下文，而不是直接改代码。用户提到 analyze context、scan repo、understand project、定位实现、找规范、排查调用链时都应触发。
- metadata.internal
- true
Context Analyzer
铁律：在没有建立最小充分上下文前，不要直接下结论，更不要直接修改代码。
工作流
- Step 1: 先扫结构 ⚠️ REQUIRED
- 1.1 查看根目录、关键子目录和配置文件。
- 1.2 忽略构建产物与依赖目录，聚焦真实源码和文档。
- Step 2: 自动发现约束文档 ⚠️ REQUIRED
- 2.1 优先读根目录文档、AGENTS.md、README、贡献与安全文档。
- 2.2 如果存在 docs/、.github/ 或特定规范文件，再按主题补读。
- Step 3: 锁定任务相关代码
- 3.1 用文件名、符号名、配置项和调用链缩小范围。
- 3.2 识别入口、核心模块、依赖边界和风险区域。
- Step 4: 输出上下文摘要
- 4.1 给出关键文件、已知约束、未知点和下一步建议。
- 4.2 区分“已确认事实”和“待验证假设”。
输出目标
- 任务相关文件清单。
- 需要遵循的规范来源。
- 关键数据流、依赖和调用链摘要。
- 仍然缺失的信息和最小下一步。
常见项目切入点
- package.json：确认脚本、依赖和实际工具链。
- server/api、pages、components、composables：判断前后端边界与调用链。
- lib/auth.ts、lib/auth-client.ts、middleware/auth.global.ts、server/api/auth/*：排查认证与权限流时优先检查。
- README、AGENTS.md、CONTRIBUTING.md、SECURITY.md：优先提取项目规则与协作约束。
反模式
- 把仓库里所有文件都读一遍，导致分析失焦。
- 看到相似文件名就假定实现细节一致。
- 不区分事实和猜测，直接给出实现建议。
交付前检查
- 已定位任务相关文件，而不是泛泛而谈。
- 已优先扫描实际存在的规范文档。
- 已把结论、证据和未知点分开表述。
- 输出足以支撑下一步规划或实现。
© CaoMeiYouRen, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in .github/skills/context-analyzer of CaoMeiYouRen/caomei-auth.
Open the folder on GitHubat commit 7bd3bae
Compare with similar skills
Context 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 |
|---|---|---|---|---|---|---|
| Context Analyzer this skillCaoMeiYouRen/caomei-auth | 220 | — | ~296 | Automated safety check: Pass | MIT | |
| AnalyzeriBigQiang/feedgrab | 614 | — | ~1k | Automated safety check: Pass | MIT | |
| Agent Code Analyzerruvnet/ruflo | 74k | 3 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Agent Pagerank Analyzerruvnet/ruflo | 74k | 3 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 |
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Diff Analyze
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Analyze git diffs for risk scoring, reviewer recommendations, and change classification.
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Questions about Context Analyzer
What does Context Analyzer do?
在动手规划、修改、调试或回答复杂项目问题前使用。用于快速扫描项目结构、依赖、约束文档、关键文件和调用链，输出任务相关上下文，而不是直接改代码。用户提到 analyze context、scan repo、understand project、定位实现、找规范、排查调用链时都应触发。. Context Analyzer is an agent skill from CaoMeiYouRen/caomei-auth.
How do I install Context Analyzer in Claude Code?
Run `npx skills add CaoMeiYouRen/caomei-auth --skill context-analyzer -a claude-code`. Or copy the skill folder (.github/skills/context-analyzer in CaoMeiYouRen/caomei-auth) into .claude/skills/context-analyzer in your project. Claude Code loads it when a task matches its description.
How do I install Context Analyzer in Codex?
Run `npx skills add CaoMeiYouRen/caomei-auth --skill context-analyzer -a codex`. Or copy the skill folder (.github/skills/context-analyzer in CaoMeiYouRen/caomei-auth) into .agents/skills/context-analyzer in your project. Codex loads it when a task matches its description.
Can I use Context 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 CaoMeiYouRen/caomei-auth --skill context-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/context-analyzer, .gemini/skills/context-analyzer, .github/skills/context-analyzer and .opencode/skills/context-analyzer in your project.
What does Context Analyzer need to run?
SKILL.md names no scripts, command-line tools or credentials: Context Analyzer is instructions for the agent only.
Does Context 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 Context 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 Context Analyzer use?
Context Analyzer is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Context Analyzer use?
About 296 tokens (SKILL.md is roughly 1.2k 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 Context Analyzer?
Skills that share tags, products or a category with Context Analyzer: Analyzer (iBigQiang/feedgrab, 614 stars), Agent Code Analyzer (ruvnet/ruflo, 74k stars), Agent Pagerank Analyzer (ruvnet/ruflo, 74k stars) and Agent Performance Analyzer (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 Context Analyzer?
CaoMeiYouRen (a GitHub user) maintains it in CaoMeiYouRen/caomei-auth, which has 220 GitHub stars. The repository holds 14 skills in this directory. The repository was last updated on October 1, 2026.
Source: CaoMeiYouRen/caomei-auth on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.