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Agent Skill · 研究检索

seo-content-optimizer(SEO 内容优化器)

用于辅助文档、README、Markdown、说明文和内容稿件的整理与改写。它适合让 Agent 提炼结构、补齐章节、统一术语、检查链接或把零散材料整理成可读文档。使用时应保留项目已有事实、命令和路径,不要把未确认的信息写成确定结论;涉及对外文案时,还需要控制语气,避免过度营销或夸大能力。

seo-content-optimizer 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为只读;许可证为 MIT,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 54,403。

总安装 512周安装 22GitHub Stars 175下载 180核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:seo-content-optimizer(SEO 内容优化器)
来源仓库:https://github.com/nicepkg/ai-workflow
仓库路径:skills/seo-content-optimizer
安装命令:
npx skills add https://github.com/nicepkg/ai-workflow --skill seo-content-optimizer
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。不同来源提供的安装方式可能略有差异;本站展示可直接复制的安装命令,安装前请核对来源页面。

skills.shnpx skills
npx skills add https://github.com/nicepkg/ai-workflow --skill seo-content-optimizer

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

seo-content-optimizer 用于辅助文档整理与改写,适合提炼结构、补齐章节和统一术语。适用于 README、Markdown 和内容稿件的整理优化场景。通过 npx skills add 命令从 GitHub 仓库安装并使用该技能。使用时应保留项目已有事实和路径,避免写成确定结论。

涉及对外文案时需控制语气,避免过度营销或夸大能力。

来源仓库内路径:skills/seo-content-optimizer

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/nicepkg/ai-workflow --skill seo-content-optimi…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

seo-content-optimizer 怎么安装?

在终端执行 npx skills add https://github.com/nicepkg/ai-workflow --skill seo-content-optimizer。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

seo-content-optimizer 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

seo-content-optimizer 需要什么权限?

权限级别是只读。该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

seo-content-optimizer 是免费的吗?

来源标注的许可证是 MIT。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

seo-content-optimizer 用的人多吗?

公开数据是累计安装 512 次,近一周安装 22 次,下载 180 次,GitHub 175 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

seo-content-optimizer 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 3 个目录同时收录,说明这个 Skill 流传比较广。
  • 许可证明确为 MIT,商用和分发边界好判断。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
seo-content-optimizer

SEO 内容优化器 · 本页

512175只读MIT通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

SEO Content Optimizer

Comprehensive SEO analysis and optimization for content creators and marketers.

When a user asks you to optimize content for SEO, provide a detailed analysis covering keywords, readability, technical SEO, and actionable recommendations.

Instructions

1. Analyze Target Keywords

Examine keyword usage and placement:

  • Identify primary keyword(s) from user input or content
  • Check keyword placement (title, H1, first 100 words, subheadings)
  • Calculate keyword density (aim for 1-2%)
  • Identify LSI keywords and semantic variations present
  • Flag keyword stuffing issues

2. Evaluate Content Structure

Assess the organization and hierarchy:

  • Check heading hierarchy (single H1 → multiple H2 → H3)
  • Verify keyword usage in headings
  • Evaluate heading descriptiveness
  • Check paragraph length (aim for <150 words)
  • Assess overall scanability

3. Readability Analysis

Calculate readability metrics:

  • Flesch Reading Ease score (aim for 60-70)
  • Grade level estimation
  • Average sentence length (aim for <20 words)
  • Passive voice percentage (minimize)
  • Transition word usage
  • Paragraph structure

4. Technical SEO Elements

Generate optimized meta elements:

  • Meta Title: 50-60 characters with primary keyword
  • Meta Description: 150-160 characters, compelling with keyword
  • URL Slug: Short, keyword-rich, hyphen-separated
  • Image Alt Text: Descriptive with keywords where natural
  • Internal Linking: Opportunities to link to related content
  • External Links: Quality of outbound links

5. Content Quality Assessment

Evaluate comprehensiveness:

  • Word count (competitive topics need 1500+ words)
  • Content depth and detail level
  • Topic coverage completeness
  • Unique value proposition
  • E-A-T signals (expertise, authority, trust)
  • Content freshness (dates, current examples)

6. Provide Actionable Recommendations

Prioritize improvements by impact:

Critical (Fix Immediately):

  • Missing or poor meta description
  • No keyword in title or H1
  • Broken internal links
  • Keyword density too high/low

High Priority:

  • Poor readability score
  • Weak heading structure
  • Missing alt text on images
  • Content too thin

Medium Priority:

  • Could add related keywords
  • Opportunity for featured snippet
  • Could improve internal linking

Provide specific, actionable fixes with examples.

Output Format

# SEO Analysis Report

## Overall Score: X/100

### Target Keywords
- Primary: [keyword] (density: X.X%)
- Secondary: [keyword 1], [keyword 2]
- LSI Keywords Found: [variations]

## Quick Wins (Implement First) 🚀
1. [Specific action with exact change needed]
2. [Specific action with exact change needed]

## Keyword Analysis

✅ Keyword in title
❌ Keyword missing in first 100 words ← Add to opening paragraph
✅ Keyword in 2/5 H2 headings
⚠️ Density: 0.8% (low - aim for 1-2%)

## Readability Metrics

- **Flesch Reading Ease**: XX/100 (Grade level: XX)
- **Average Sentence Length**: XX words
- **Passive Voice**: X%
- **Transition Words**: X%
- **Assessment**: [Good/Needs improvement]

## Meta Information

**Current Meta Title** (X chars): [current title]
**Suggested Meta Title** (XX chars):
`[Optimized title with keyword - 50-60 chars]`

**Current Meta Description**: [current or none]
**Suggested Meta Description** (XXX chars):
`[Compelling 150-160 char description with keyword and CTA]`

**URL Slug**:
Current: `/current-url-slug`
Suggested: `/keyword-rich-slug`

## Content Structure

- **Word Count**: XXXX words ([sufficient/too short] for this topic)
- **Heading Hierarchy**: [assessment]
- **Paragraph Length**: Average XX words [good/too long]
- **Sections**: [list main sections]

## Critical Issues 🚨

### 1. [Issue Name]
**Problem**: [Description]
**Impact**: [SEO impact]
**Fix**: [Specific instruction]

**Example**:

Current: [show current problematic text] Improved: [show corrected version]

## High Priority Recommendations ⚠️

### 1. [Recommendation]
[Specific actionable instruction]

## Content Gaps

Missing subtopics to add:
- **[Subtopic 1]**: [Why it's important] (search volume: XXX)
- **[Subtopic 2]**: [Why it's important]

## Internal Linking Opportunities

- Link to: [page URL] using anchor text: "[keyword phrase]"
- Link from: [this content] to [related page]

## Featured Snippet Opportunity

[If applicable, show how to format content for featured snippet]

Example:

What is [topic]?

[Clear, concise 40-60 word answer]

  • Key point 1
  • Key point 2
  • Key point 3

## Competitor Insights

[If analysis was done]

- Top ranking content averages XXXX words
- Common topics covered: [list]
- Your advantage: [unique angle]

## Implementation Checklist

- Update meta title and description
- Add keyword to first paragraph
- Fix heading structure
- Add missing alt text (X images)
- Add internal links (X opportunities)
- Expand [thin section] with XXX words
- Add FAQ section for featured snippet

## Estimated Impact

**Time to Implement**: X hours **Expected Improvement**: [Moderate/Significant] ranking boost **Priority**: [High/Medium/Low]

Best Practices

  • Prioritize user experience over keyword stuffing
  • Write for humans first, optimize for search engines second
  • Provide specific examples, not vague advice
  • Consider search intent behind keywords (informational, commercial, transactional)
  • Recommend content additions, not just optimization
  • Check for E-A-T signals (author bio, credentials, sources)
  • Suggest schema markup where relevant (FAQ, How-To, Review)
  • Look for featured snippet opportunities (definition boxes, lists, tables)

Example Workflow

User: "Optimize this blog post for 'best project management tools'"

Your analysis:

  1. Check keyword placement → Found in title but not H1 (fix needed)
  2. Calculate density → 0.5% (too low, needs 8-10 more mentions)
  3. Analyze readability → Flesch score 55 (good), but sentences too long
  4. Generate meta tags → Create compelling meta description
  5. Identify gaps → Missing "pricing comparison" and "team size recommendations"
  6. Find internal links → Link to "project management tips" article
  7. Suggest featured snippet → Format comparison table
  8. Provide prioritized action list

Remember: SEO is about creating valuable, well-optimized content that serves user intent better than competitors.

平台分布

OpenCode

28.09%
按下载量换算51

Cursor

21.56%
按下载量换算39

Claude Code

18.66%
按下载量换算34

github-copilot

13.43%
按下载量换算24

Gemini CLI

8.32%
按下载量换算15

cline

3.68%
按下载量换算7

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。

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