Podcast Script Generator Skill

Podcast Script Generator

Transform structured podcast notes into engaging, presenter-style video scripts.

When to Use

Use this skill when the user wants to:

Convert structured notes into presenter-style video scripts
Rewrite podcast summaries for short video content
Create conversational broadcast content from formal notes
Generate scripts with strong personal voice and recommendations

Workflow

Step 1: Get Source Material

Ask the user for the content source:

Direct paste: User pastes text directly
Daily podcast file: File from /Users/ugreen/Documents/obsidian/每日播客/
Other file path: Any other markdown file

If user provides a file path, read it with Read tool.

Step 2: Analyze Content Structure

Identify:

Title & Guest: Podcast name and main speaker
Core Theme: Main topic discussed
Key Points: Numbered list of insights (usually 3-12 points)
Highlights: Dialogue excerpts or quotes
Data/Examples: Statistics, case studies, comparisons

Step 3: Apply Broadcasting Style

Read references/style-reference.md and references/example-conversions.md to internalize the target style.

Opening (Varied, Natural)

Avoid the fixed template. Instead, choose from these natural openings based on content:

"今天要给你推荐一期播客..."
"最近听到一期特别有意思的节目..."
"这期是我最近听到的对[领域]非共识观点最多的一期..."
"这个月听到的最有收获的一期播客..."
"如果你关注[话题]，这期播客你一定要听..."

Then introduce the guest naturally:

"嘉宾是[名字]，[一句话身份]..."
"介绍一下[名字]，[成就/背景]..."

Add a hook specific to the content:

"她几个月前演讲说'不要相信设计流程'，3个月后自己就觉得过时了..."
"他可能是华尔街唯一一个既能看懂财务报表，又能看懂火箭发动机的人..."

Content Transformation Rules

Rule 1: No "发言人" markers

Direct output without speaker labels
Use paragraph breaks to indicate natural pauses

Rule 2: Banned sentence patterns

DO NOT use these rigid contrasting patterns:

❌ "不是...而是..."
❌ "是...不是..."
❌ "被...倒逼着..."
❌ "从...变成...，从...变成..." (overly structured parallel)

Instead, express contrast naturally:

✅ "设计不是主动想变，是工程端的变化逼着你必须变"
✅ "以前大家把这套流程当真理，但现在基本已经死了"
✅ "工程师已经转向命令行和agent模式，而设计师开始用IDE了"

Rule 3: Use conversational connectors SPARINGLY

Limit these phrases (max 1-2 per section):

"说白了" → use "意思是" or just omit
"这什么意思呢" → use "为什么？" or just explain directly
"所以你看" → use "结果就是" or just show the result

Rule 4: Natural transitions

Instead of rigid structure markers, use:

"第一个让我意外的点是..."
"还有一个特别反直觉的发现..."
"这里有个特别有意思的地方..."
"更夸张的是..."
"说到这个，就不得不提..."

Rule 5: Personal commentary

Insert reactions naturally:

"我觉得这个点特别值得思考"
"特别反直觉"
"特别有意思"
"让我特别意外"

Rule 6: Explain concepts conversationally

When explaining complex ideas:

Start with the problem or context
Walk through the logic step by step
Use "打个比方" for analogies when needed
End with "就是说" or just the conclusion

Closing

End naturally:

"好了，今天就聊到这..."
"今天就分享到这里..."
"今天就聊到这，如果你也[相关话题]，强烈建议去听听完整播客..."
"我是[昵称]，下次见"

Step 4: Output Format

Produce:

Full script without speaker markers, with natural paragraph breaks
Estimated duration (250 words ≈ 1 minute)
3-5 suggested titles for the video
Recommended hashtags/topics

Style Guidelines

Paragraph Structure

Each paragraph: 2-4 short sentences
Use empty lines between paragraphs for pacing
One idea per paragraph
Key data/quotes can stand alone

Tone

Conversational, like talking to a friend
First person "我" perspective
Natural enthusiasm without exaggeration
Occasional rhetorical questions

Language

Avoid written-style transitions
Prefer short sentences
Use spoken Chinese patterns
Keep technical terms but explain them naturally

Reference Materials

references/style-reference.md - Full example of target style
references/example-conversions.md - Before/after conversion examples with techniques

Constraints

Preserve all factual information - change style, not substance
Maintain accuracy of data, quotes, and attributions
Target length: 750-1500 words (3-6 minutes of video)
If source is too long, ask user which points to prioritize
NO "发言人" markers
NO rigid "不是...而是" patterns
Use "说白了" max 1-2 times in entire script

Agent Skills: Podcast Script Generator

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