Podcast Show Notes & Transcription Assistant

When to use this skill

• User asks to create podcast show notes
• User needs episode timestamps
• User wants transcript formatting
• User mentions podcast publishing
• User needs episode summaries

Workflow

• [ ] Process transcript or audio
• [ ] Identify key segments
• [ ] Create timestamps
• [ ] Extract takeaways
• [ ] Format guest information
• [ ] Prepare multi-platform output

Instructions

Step 1: Episode Information Gathering

Collect episode details: show name, episode number, title, duration, host(s), guest(s), episode type (solo/interview/panel), and source material (audio, video, transcript).

Step 2: Transcript Processing

Clean transcripts by adding speaker labels, removing filler words (um, uh, like), cleaning false starts, adding timestamps at topic changes, and marking inaudible sections.

Step 3: Timestamp Creation

What to timestamp (priority order):

1. Episode intro (required)
2. Guest introduction (required)
3. Major topic shifts (required)
4. Key insights/quotes (high)
5. Actionable advice (high)
6. Resource mentions (medium)
7. Outro/CTA (required)

Step 4: Key Takeaways

Extract 3-5 takeaways with:

• Headline summarizing the insight
• 2-3 sentence explanation
• Direct quote from episode

Include: Actionable advice, unique insights, memorable quotes, data/statistics Exclude: Small talk, common knowledge, rambling explanations

Step 5: Guest Information

Create guest bio with: name, title, company, website, 2-3 sentence authority statement, and social links (Twitter, LinkedIn, website, book/product).

Extract resources mentioned: books, tools, people, websites/articles.

Step 6: Multi-Platform Output

Generate platform-specific descriptions for:

• Apple Podcasts (4000 char limit)
• Spotify (concise with emojis)
• YouTube (SEO-optimized with hashtags)

See examples/platform-templates.md for full templates.

Step 7: Content Repurposing

Create additional content:

• Blog post: SEO-optimized written version
• Social clips: 3 audiogram suggestions with timestamps
• Social posts: Twitter thread, LinkedIn post, Instagram caption
• Newsletter: Episode announcement email

See examples/repurposing-templates.md for full templates.

Output Format

# [Podcast Name] - Episode [###]

## [Episode Title]

**Published:** [Date]
**Duration:** [Length]
**Guest:** [Name, Title at Company]

---

## Episode Summary

[2-3 paragraph summary]

---

## Timestamps

[Full timestamp list]

---

## Key Takeaways

[3-5 numbered takeaways with quotes]

---

## Guest Bio & Links

[Bio and social links]

---

## Resources Mentioned

[Categorized resource list]

---

## Platform Descriptions

[Apple, Spotify, YouTube versions]

---

## Social & Repurposing

[Clips, posts, blog, newsletter]

---

## Full Transcript

[Cleaned, timestamped transcript]

Validation

Before completing:

• [ ] All timestamps are accurate
• [ ] Guest name/title spelled correctly
• [ ] All links verified and working
• [ ] Key quotes are accurate to transcript
• [ ] Platform character limits respected
• [ ] Resources properly attributed
• [ ] Transcript cleaned of filler words

Error Handling

• No transcript provided: Recommend transcription services (Descript, Otter.ai, Rev).
• Poor audio quality: Note [inaudible] sections; provide context where possible.
• No guest info: Search for guest online; ask for bio and links.
• Episode too long: Prioritize top 5-7 timestamps; summarize rather than exhaustive.
• Missing timestamps from source: Estimate based on topic flow; note as approximate.

Resources

• Descript - Transcription and editing
• Otter.ai - AI transcription
• Headliner - Audiogram creation
• Transistor - Podcast hosting with show notes