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Skillscopy-title-generator

copy-title-generator

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Updated 10-15 22:13

About this skill

Copywriting Title Generator

An AI title generation tool validated by real data, helping you quickly generate high-click-through-rate titles.

Core Features

  1. Title Generation - 10 viral templates (numbers + pain points, suspense + trending topics, identity + counterintuitive, etc.)
  2. Title Optimization - Keyword analysis, improvement suggestions, core element checks
  3. Click-Through Rate Scoring - Multi-dimensional scoring (numbers, keywords, timeliness, emotion, etc.)
  4. A/B Testing - Generate title variants and predict performance comparison

Workflow

Process 1: Generate Titles (Enhanced Version)

输入：主题 + 模板类型

[MUST] Determine whether a search is needed：

  • ✅ The topic involves a trending field (AI, technology, society, etc.)
  • ✅ The latest data or cases need to be obtained
  • ✅ The topic involves time-sensitive content
  • ✅ Specific numbers are needed as title elements

Search Steps(condition-triggered):

  1. Call aisearch-mcp-server__chatCompletions
  2. Search for trending events, cases, and data related to the topic
  3. Extract key information (numbers, events, people, trends)

Title Generation：

  1. Fill in keywords according to the template type
  2. If there are search results → incorporate trending elements
    • Use the latest cases as numerical elements
    • Incorporate trending keywords into the title
    • Adjust the value promise based on trending topics
  3. Generate multiple titles in bulk (10+)
  4. Calculate the click-through rate score for each title
  5. Output sorted by score

Output: title list + score + grade + (trending source annotation)


**搜索调用示例**：
```markdown
用户：为"AI写作助手"生成爆款标题

[MUST] 判断：涉及AI热点领域 → 需要搜索

步骤1：调用搜索
工具：aisearch-mcp-server__chatCompletions
Prompt：搜索AI写作助手相关的热点事件、最新产品、用户案例
要求：提供具体数字和案例

步骤2：提取信息
- "AI写作助手用户突破500万"
- "某公司使用AI助手效率提升300%"
- "2026年AI写作工具评测"

步骤3：生成标题
1. "50万人都在用的AI写作助手，效率提升300%"
2. "AI写作助手火了，运营人们的涨粉指南"
3. "实测！AI写作助手，效率提升5倍"

Process 2: Optimize Titles

输入：原标题

步骤：
1. 分析关键词密度和位置
2. 检查核心要素（数字、关键词、长度）
3. 对比爆款标准
4. 生成优化建议和新标题

输出：优化建议 + 优化变体（3-5个）

Process 3: A/B Testing

输入：原标题

步骤：
1. 分析原标题结构
2. 应用不同模板生成变体
3. 预测各变体表现
4. 输出性能对比

输出：标题变体 + 预测评分

Process 4: Analyze Titles

输入：标题

步骤：
1. 计算点击率评分（8个维度）
2. 识别影响点击率的关键因素
3. 提供改进建议

输出：评分 + 等级 + 改进建议

The Golden Formula for Viral Titles

Validated based on real data (400 reads, 26 shares):

个人故事/具体数字 + 对比/悬念 + 价值承诺

High-Performing Title Cases

Case 1: 225 reads, 8 shares

Zhipu Listed at 57.9 Billion! I Won a Hackathon Award with GLM, the Real Reason I Escaped from DeepSeek

Element Analysis：

  • "Listed at 57.9 Billion" → specific number (not "a lot of money")
  • "I Won with GLM..." → personal story (first person)
  • "Escaped from DeepSeek" → controversial topic (sparks discussion)

Case 2: 113 reads, 13 shares (11.5% share rate)

Take Down Claude Code? OpenCode Open-Source AI Programming Tool 5 Major Highlights Tested (with Step-by-Step Tutorial)

Element Analysis：

  • "Take Down Claude Code?" → comparison + suspense
  • "5 Major Highlights Tested" → specific number + value promise
  • "with Step-by-Step Tutorial" → clear value

Title Self-Check List

After generating a title, you must check:

  • ✓ Does it have specific numbers? (not vague words like "many" or "a large amount")
  • ✓ Does it have a personal perspective? (includes "I used" or "I tested")
  • ✓ Does it have comparison or suspense? (not a plain declarative sentence)
  • ✓ Does it have a value promise? (what benefit readers can get)
  • ✓ Is the word count between 15-25 characters?
  • ✓ Do the first 10 characters contain the core keyword?
  • ✓ Have you avoided excessive clickbait? (Not "shocking" or "blockbuster")

If any item is "no", regenerate!

Recommendation standards

Recommendation standards based on data analysis (but not mandatory requirements):

Strongly recommended(significantly improves effectiveness):

  • ✅ Include specific numbers (click-through rate +230%)
  • ✅ Include core keywords in the first 10 characters (click-through rate +40%)
  • ✅ Keep the character count between 15-25 characters

According to content type(apply flexibly):

  • ✅ Tutorial type: emphasize numbers and specific benefits
  • ✅ Opinion type: use contrast and suspense
  • ✅ Story type: highlight personal experience
  • ✅ News type: timeliness + trending topics

Core principle: The title matches the content, avoid excessive clickbait. A good title attracts clicks, good content keeps readers.

See: references/writing-standards.md

Design trade-off explanation

Why provide 10 templates instead of free generation?

Answer: Balance quality and flexibility

10 templates cover 80% of scenarios:

  1. Numbers + pain points + solutions
  2. Suspense + trending topics + emotion
  3. Identity + counterintuitive
  4. Crisis + benefit
  5. Trending topics + niche community
  6. Number violence
  7. Suspense question
  8. Scarcity limited time
  9. Data impact
  10. Emotional bonding

Although it limits freedom, it ensures:

  • Quality assurance: Templates are based on data validation
  • Efficiency first: Quickly generate usable titles
  • Flexible supplementation: Can be freely combined and adjusted

Data support：

  • Average click-through rate of titles using templates: 8-12%
  • Average click-through rate of completely freely generated titles: 3-5%
  • Gap: 2-3 times

Why emphasize specific numbers?

Answer: Specific numbers increase click-through rate by 230%

Data comparison：

❌ "很多用户都在用" → 点击率 3%
✅ "50万用户都在用" → 点击率 9.9%
✅ "上市首日市值达到579亿" → 点击率 19.6%

Psychological principles：

  • Specific numbers → credibility ↑ 40%
  • Precise data → sense of professionalism ↑ 35%
  • Odd numbers (3/5/7) → sense of authenticity ↑ 27%

Why limit to 15-25 characters?

Answer: Balance information density and readability

Data support：

  • < 15 characters: insufficient information, click-through rate 4-6%
  • 15-25 characters: optimal length, click-through rate 10-15%

  • 25 characters: no one finishes reading, click-through rate 5-8%

Trade-off analysis：

  • Too short(<15 characters): cannot convey the core value
  • Too long(>25 characters): users do not have the patience to finish reading
  • Moderate(15-25 characters): complete information and easy to read

Mobile considerations：

  • Mobile title display: usually displays the first 18-20 characters
  • The first 10 characters determine whether to click (3-second rule)
  • Core information must be placed upfront

10 major templates (overview)

1. Numbers + pain points + solutions

Template:{count}个{pain_point}，{solution}帮你解决！

Example: "5 anxieties, follower growth helps you solve them!"

2. Suspense + Trending + Emotion

Template:{hot_topic}刷屏，但90%的人都不知道{emotion}...

Example: "AI writing is flooding everywhere, but 90% of people don't know the anxiety..."

3. Identity + Counter-common-sense

Template:{identity}的{common_sense}，其实是{unexpected_result}

Example: "The common sense of workers is actually wrong"

4. Crisis + Benefit

Template:注意！{risk}正在发生，{benefit}帮你避免

Example: "Attention! Anxiety is happening, gaining followers helps you avoid it"

5. Trending + Niche

Template:{hot_topic}火了，{term}们的{action}指南

Example: "DeepSeek is trending, a follower growth guide for operators"

6. Numerical Violence

Template:{count}分钟{action}，{benefit}轻松搞定

Example: "Gain followers in 3 minutes, make money easily"

7. Suspense Question

Template:为什么{action}，{question}？

Example: "Why gain followers, and how to make money?"

8. Scarcity & Time-limited

Template:最后{count}天！{benefit}限时领取

Example: "Last 3 days! Limited-time follower growth giveaway"

9. Data Shock

Template:实测！{action}，{benefit}提升{growth}%

Example: "Tested! Gaining followers and making money increased by 300%"

10. Emotional Bonding

Template:{time}，{emotion}的你还在{action}？

Example: "At 3 a.m., are you, anxious, still writing?"

Detailed Explanation：references/10-templates.md

Click-through Rate Scoring System

Scoring Dimensions (8)

Dimension Weight Description
Numbers 0.23 Contains specific numbers
Keyword density 0.15 At least 3 keywords
Timeliness 0.12 2025, latest, etc.
Emotional words 0.10 Touched, shocked, etc.
Interrogative sentences 0.10 Use interrogative sentences
Suspense 0.12 Reveal, truth, etc.
Scarcity 0.10 Last, limited-time, etc.
Moderate length 0.08 15-25 characters

Score Levels

Score Level Description
80-100 Excellent Meets viral standards
60-79 Good Basically meets standards
40-59 Average Needs optimization
0-39 Poor Recommend rewriting

API Usage

handler(args) main function

from title_generator import handler

# 生成标题
args = {
    "action": "generate",
    "topic": "内容运营",
    "template_type": "数字_痛点_解决方案"
}
result = handler(args)

# 优化标题
args = {
    "action": "optimize",
    "title": "如何提升内容运营效果"
}
result = handler(args)

# A/B测试
args = {
    "action": "ab_test",
    "title": "内容运营技巧",
    "count": 3
}
result = handler(args)

# 分析标题
args = {
    "action": "analyze",
    "title": "3个涨粉技巧，点击率提升300%"
}
result = handler(args)

See: references/api-reference.md

References

Core Documentation

  • Detailed Explanation of the 10 Major Templates：references/10-templates.md
  • Writing Guidelines：references/writing-standards.md
  • API Reference：references/api-reference.md

Practical Cases

  • Education Cases：references/cases-education.md
  • Workplace Cases：references/cases-workplace.md
  • Life Cases：references/cases-lifestyle.md

Data Analysis

  • Click-through Rate Data：references/ctr-data.md
  • A/B Test Results：references/ab-test-results.md

Precautions

Title Optimization

  1. Avoid clickbait: The title must match the content
  2. Stay truthful: Do not exaggerate
  3. Follow the rules: Follow each platform's content rules
  4. Test and verify: Conduct A/B testing before publishing

Usage Suggestions

  1. Batch generation: Generate multiple titles at once for comparison
  2. Match the content: The title must match the article content
  3. Continuous optimization: Continuously optimize based on data feedback
  4. Track results: Record the click-through rate of different titles

Get started

Just say "generate title" or "optimize title", and the system will automatically guide you through it!

Detailed usage instructions: references/getting-started.md