seo-optimizer
SEO optimizer and compliance checker for Chinese social media. Optimizes titles, keyword density, hashtags, and scans for advertising-law banned words (广告法违禁词).
Best use case
seo-optimizer is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
It is a strong fit for teams already working in Cursor.
SEO optimizer and compliance checker for Chinese social media. Optimizes titles, keyword density, hashtags, and scans for advertising-law banned words (广告法违禁词).
Teams using seo-optimizer should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/seo-optimizer-cn/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How seo-optimizer Compares
| Feature / Agent | seo-optimizer | Standard Approach |
|---|---|---|
| Platform Support | Cursor | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
SEO optimizer and compliance checker for Chinese social media. Optimizes titles, keyword density, hashtags, and scans for advertising-law banned words (广告法违禁词).
Which AI agents support this skill?
This skill is designed for Cursor.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
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SKILL.md Source
# SEO Optimizer — SEO 优化 & 违禁词检查
Optimize content for search visibility and check compliance with Chinese advertising regulations.
## When to Activate
Trigger when the user mentions: SEO, 关键词优化, search ranking, 违禁词检查, keyword optimization, compliance check.
## SEO Optimization Flow
### 1. Keyword Analysis
- Extract 3-5 core keywords from content
- Verify keyword popularity on each platform via search
- Recommend long-tail keyword combinations
### 2. Title Optimization
- Front-load the core keyword
- Include 1-2 long-tail keywords
- Platform-adapt: 小红书 (emoji + numbers), 知乎 (question), 公众号 (curiosity gap)
### 3. Body Optimization
- Core keyword appears naturally 3-5 times
- First paragraph contains the primary keyword
- Subtitles include keyword variations
### 4. Hashtag Optimization
- Recommend 5-10 related hashtags
- Mix: high-traffic + precise-niche + long-tail
## Banned Word Scanner (广告法违禁词)
### Absolute Claims (PROHIBITED)
最, 第一, 唯一, 首个, 顶级, 极致, 最佳, 最好, 最优, 最强,
绝对, 永久, 万能, 100%, 全网最低, 史上最, No.1
### False Promises (PROHIBITED)
保证, 承诺效果, 无效退款 (unofficial channels), 立竿见影, 药到病除
### Medical Claims (PROHIBITED for non-medical categories)
治疗, 治愈, 药效, 疗效, 处方, 诊断
### Inducement Language (RESTRICTED)
点击领取, 免费 (must be genuinely free), 秒杀 (must be real promotion)
## Output Format
```
## SEO Optimization Report
### Recommended Keywords
1. {keyword} — Est. popularity: High / Medium / Low
### Title Optimization
- Original: {original title}
- Optimized: {new title}
- Rationale: {why it's better}
### Banned Word Scan
- ✅ No banned words found / ⚠️ Found {N} banned words
- {banned word} → Suggested replacement: {alternative}
### Recommended Hashtags
{hashtag list}
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