Podcast Workflow

When to use this skill

Use this skill when the user:

• Pastes a podcast transcript or provides an audio/video URL
• Asks for show notes, chapter markers, or timestamps
• Wants social media posts from a podcast episode
• Needs a newsletter summary of an episode
• Says anything like "process my podcast", "episode notes", "clip this"

Do NOT use this skill for general writing tasks unrelated to podcasts.

What you produce

Run all steps below in sequence. Deliver everything in a single structured response.

Step 1 — Ingest content

If the user pastes a transcript:

• Use the text directly. Note approximate word count.
• Estimate total episode duration: assume ~130 words per minute of spoken audio.

If the user provides a URL (YouTube, Spotify, RSS, etc.):

• Use curl to fetch the page and extract any available transcript or description.
• If no transcript is available, tell the user: "No transcript found at this URL. Please paste the transcript text directly."

If the user provides neither:

• Ask: "Please paste your episode transcript or share a URL to the episode."

Step 2 — Show notes

Write professional show notes in this exact format:

## [Episode Title — infer from content if not given]

[2–3 sentence hook that captures the core insight of the episode. Write for someone who hasn't listened yet.]

### What we cover
- [Key topic 1]
- [Key topic 2]
- [Key topic 3]
- [Key topic 4]
- [Key topic 5]

### Key takeaways
[3–5 bullet points with the most actionable or surprising insights from the episode]

### Guest / Host
[Name and one-line description if mentioned in transcript. Skip if solo episode with no guest info.]

### Resources mentioned
[List any books, tools, websites, or people mentioned in the transcript. Format: Name — brief description. Skip section if none found.]

Rules:

• Write in present tense ("In this episode, [Host] explains...")
• No filler phrases like "fascinating", "incredible", "game-changing"
• Keep the hook under 60 words
• Total show notes: 200–400 words

Step 3 — Chapter markers

Generate timestamp-based chapters suitable for YouTube, Spotify, and podcast players.

Format each line as:

00:00 Introduction
[MM:SS] [Chapter title — max 50 characters]

Rules:

• Estimate timestamps based on content position in transcript (use the ~130 wpm estimate)
• Minimum 4 chapters, maximum 12
• Chapter titles must describe the content, not just label it (e.g. "Why cold outreach fails" not "Topic 2")
• First chapter always starts at 00:00
• Last chapter should be a clear conclusion/outro

Step 4 — Social media clips

Write 3 social posts, each optimized for a different platform:

LinkedIn post:

• 150–250 words
• Professional tone, insight-first
• End with a reflective question to drive comments
• No hashtags in body — add 3 relevant ones at the end on their own line