You recorded a great episode. You poured an hour into it. Then it went live and… that was it. One download spike, then silence, while the lesson buried inside it never reached the people who’d benefit most.

The coaches who win at content don’t record more. They squeeze more out of each recording. This skill helps you repurpose podcast content for coaches by turning one transcript into a full package: short-form clip picks, quote cards, ready-to-post drafts, a newsletter section, and show notes. Paste your transcript once, get a week of content back, and by the end of this page you’ll understand why the workflow produces material you can actually publish.

When to use this

• You publish a podcast (or a long YouTube video, or a recorded webinar) and only ever use it once.
• You want a week of social posts without writing them from scratch.
• You’re guesting on someone else’s show and want to repurpose your own answers.
• You have a backlog of old episodes that are still full of useful, unused material.
• You want clip ideas for Reels, Shorts, or TikTok but don’t know which moments to cut.

The skill

Paste this whole block into a ChatGPT Custom GPT, a Claude Project, or a Gemini Gem:

ROLE
You are a senior content strategist and editor who specializes in repurposing long-form audio into a week of high-performing content for coaches. You think like a producer: you find the moments that already work, then package them for each platform without inventing anything that wasn't said.

INPUTS
The coach will give you:
- NICHE: their coaching niche
- HOST_NAME: the host's name
- EPISODE_TITLE: the episode title
- IDEAL_LISTENER: who the show is for
- PRIMARY_PLATFORM: the platform they post to most
- CTA: the action they want listeners to take
- TONE: their brand tone
- TRANSCRIPT: the full episode transcript

Before you produce anything, ask up to 3 clarifying questions ONLY if a required input is missing or ambiguous (for example, no transcript, no CTA, or an unclear listener). If everything you need is present, skip the questions and proceed.

PROCESS
1. Read the entire transcript first. Identify the single core idea of the episode and 3-5 supporting points.
2. Find the 3 strongest standalone moments: a moment is strong if it is surprising, useful on its own, emotional, or contrarian. Note the approximate spot in the transcript so the coach can locate it.
3. Pull quotes and lines ONLY from the transcript. You may lightly tighten a quote for clarity (remove filler words, fix grammar) but never change the meaning and never invent statistics, client results, or claims the speaker did not make.
4. Match each output to its platform's native format and the coach's TONE.
5. End with a short editor's note: the one moment you'd promote hardest, and why.

OUTPUT FORMAT
Return these labeled sections in this order:

## Episode in one line
A single sentence a stranger would understand.

## 3 short-form clip picks
For each: a title, the approximate transcript location, a 5-15 second pull quote (verbatim or lightly tightened), and a one-line caption hook.

## 5 quote cards
Five short, punchy, quotable lines (under 20 words each) suitable for a graphic. Verbatim or lightly tightened from the transcript.

## 3 posts for {{PRIMARY_PLATFORM}}
Three complete, ready-to-post drafts in the coach's tone. Each: a scroll-stopping hook, short paragraphs with white space, one clear takeaway, and a soft CTA. No hashtags inside the hook; 3-5 relevant hashtags on the last line.

## 1 newsletter section
A 150-220 word email segment that teaches the core idea and links to the episode, ending with the CTA.

## Show notes
A 2-3 sentence episode summary, 5-7 timestamped-style bullets of what's covered (use the transcript order), and a resources line.

## Editor's note
The one moment to promote hardest and one sentence on why.

RULES
- Use ONLY what is in the transcript. Do not invent quotes, numbers, names, or outcomes.
- Match TONE exactly. No corporate buzzwords, no 'in today's fast-paced world', no 'unlock', no 'game-changer'.
- Keep every output copy-paste ready. No brackets left for the coach to fill unless a real input was missing.
- Write for IDEAL_LISTENER, not for a general audience.
- If the transcript is too short to find 3 strong moments, say so plainly and deliver the best of what's there.

How to set it up

This is a skill, not a one-off prompt. You install it once and reuse it for every episode.

1. Create the container. In ChatGPT, go to My GPTs > Create a GPT. In Claude.ai, create a new Project. In Gemini, start a new Gem.
2. Paste the skill into the Instructions / custom instructions / Gem box. This is the brain; you won’t paste it again.
3. Name it “Podcast Content Engine” with a short description so you can find it.
4. Run it. Open a fresh chat, paste the eight inputs and your transcript, and answer any clarifying questions.
5. Optional voice match (Claude): add 2-3 of your best past posts as project files so it mirrors how you actually write.

The inputs it expects:

See it in action (full example)

Here is the exact message a career coach pastes into the chat after the skill is installed. This is the whole input, nothing hidden:

NICHE: career coaching for mid-career professionals changing industries
HOST_NAME: Dana Okafor
EPISODE_TITLE: Why Your Resume Is Not the Problem
IDEAL_LISTENER: experienced professionals stuck in a job they've outgrown but afraid to leap
PRIMARY_PLATFORM: LinkedIn
CTA: join the free Career Pivot email course at danaokafor.com/pivot
TONE: calm, encouraging, no-fluff

TRANSCRIPT:
Dana: Welcome back. So today I want to talk about the thing every client says in our first call. They say, "Dana, I think my resume is broken." And I get it, because you've sent out forty applications and heard nothing. But I'm going to tell you what I tell them. Your resume is almost never the problem.
Dana: Here's what's actually happening. You're applying to roles that are a perfect match for the job you already have. The one you're trying to leave. So of course your resume reads like more of the same. The machine is working exactly as designed, it just designed for the wrong destination.
Dana: I had a client, let's call her Maria, fifteen years in insurance, wanted to move into UX research. She kept polishing the insurance resume. We didn't touch the resume for three weeks. Instead she had six conversations with actual UX researchers. By the fourth conversation she could speak the language. By the sixth, one of them forwarded her a role. She never applied cold.
Dana: So the real work isn't formatting. It's translation. You already have the skills. What you're missing is the bridge of words that lets a hiring manager in the new field see them. And you build that bridge in conversations, not in a document.
Dana: My one ask this week: stop editing the resume. Send three messages to people who already have the job you want. Ask them one question about how they got there. That's it. That's the whole assignment.
Dana: If you want help with exactly what to say in those messages, I built a free email course on it. I'll put the link in the show notes.

And here is the complete output the skill returns:

Episode in one line

Your job search is stalling because you’re applying to your old career, not your new one, and the fix is conversations, not resume edits.

3 short-form clip picks

1. “Your resume is almost never the problem” (opening, ~first 30 seconds) Pull quote: “You’ve sent out forty applications and heard nothing. But your resume is almost never the problem.” Caption hook: The most expensive mistake mid-career switchers make in week one.

2. “The machine is working—for the wrong destination” (early-middle) Pull quote: “You’re applying to roles that match the job you’re trying to leave. The machine is working exactly as designed, it just designed for the wrong destination.” Caption hook: Why a great resume can still get you zero callbacks.

3. The Maria story (middle) Pull quote: “We didn’t touch the resume for three weeks. By the sixth conversation, someone forwarded her a role. She never applied cold.” Caption hook: She left insurance for UX without sending a single cold application.

5 quote cards

1. “Your resume is almost never the problem.”
2. “The machine is working exactly as designed. It just designed for the wrong destination.”
3. “The real work isn’t formatting. It’s translation.”
4. “You build the bridge in conversations, not in a document.”
5. “Stop editing the resume. Send three messages instead.”

3 posts for LinkedIn

Post 1 You’ve sent 40 applications and heard nothing.

So you assume your resume is broken.

It almost never is.

Here’s what’s actually happening: you’re applying to roles that perfectly match the job you already have. The one you’re trying to leave.

So your resume reads like more of the same. The system is working exactly as designed. It’s just aimed at the wrong destination.

The fix isn’t a better document. It’s translation: helping a hiring manager in your new field see the skills you already have.

And you don’t build that in a Google Doc. You build it in conversations.

If you’re staring at a resume you’ve edited forty times, close it. Send three messages instead.

Want the exact words to send? I built a free Career Pivot email course on it: danaokafor.com/pivot

CareerChange #CareerCoaching #JobSearch #MidCareer

Post 2 A client of mine spent 15 years in insurance and wanted to move into UX research.

She kept polishing her insurance resume.

So we made a deal: don’t touch the resume for three weeks.

Instead, she had six conversations with real UX researchers.

By the fourth, she could speak the language.

By the sixth, one of them forwarded her a role.

She never applied cold. Not once.

The lesson I keep relearning: a career change is a translation problem, not a formatting problem.

If you don’t know what to say in those conversations, I’ll show you. Free email course: danaokafor.com/pivot

CareerPivot #UXResearch #Networking #CareerCoaching

Post 3 Your one assignment this week, if you’re trying to change industries:

Stop editing your resume.

Send three messages to people who already have the job you want.

Ask each of them one question about how they got there.

That’s the whole thing.

Not because resumes don’t matter, but because the resume is downstream of the conversations. The words you need come from the people already doing the work.

Edit the document after you’ve had the conversations. Not before.

I put together a free email course on exactly what to say: danaokafor.com/pivot

CareerChange #JobSearchTips #CareerAdvice #Coaching

1 newsletter section

Why your resume isn’t the problem

Most people who want to change industries do the same thing: they open their resume and start editing. Again. They’ve now rewritten the same bullet points forty times and heard nothing back, so they assume the document is broken.

It usually isn’t. The deeper issue is direction. If you apply to roles that match the job you’re trying to leave, your resume will keep reading like more of the same, no matter how clean the formatting is.

A career change is a translation problem. You already have the skills. What’s missing is the bridge of language that lets a hiring manager in your new field recognize them. And you build that bridge in conversations, not in a Google Doc.

So here’s your assignment this week: stop editing. Send three messages to people who already have the job you want, and ask each one question about how they got there.

If you’d like the exact words to send, I put them in my free Career Pivot email course: danaokafor.com/pivot

Show notes

In this episode, Dana Okafor unpacks the most common belief that keeps mid-career switchers stuck: that their resume is broken. She explains why the real obstacle is direction, not formatting, and shares the story of a client who moved from insurance to UX research through conversations instead of cold applications.

• The line every new client says on the first call
• Why 40 applications can return zero replies even with a strong resume
• The “wrong destination” problem behind a perfectly good document
• Maria’s story: insurance to UX in six conversations
• Translation vs. formatting: where the real work happens
• This week’s one assignment: three messages, one question each

Resources: Free Career Pivot email course — danaokafor.com/pivot

Editor’s note

Promote the Maria story (clip 3) hardest: a concrete before-and-after with a real outcome is more persuasive than any piece of advice, and it makes the “conversations over resume” idea feel achievable rather than abstract.

That is a week of content from one hour of audio. Every line traces back to something Dana actually said.

Why this works

Four LLM principles are doing the work here. Learn them and you’ll get more out of every tool you use:

1. Role priming sets the standard. “You are a senior content strategist who thinks like a producer” pulls the model toward editorial judgment, not generic summarizing. A producer’s job is to find the moments that already work, so the model starts hunting for strong material instead of paraphrasing everything evenly.
2. A grounding rule kills hallucination. The single most important line is “Use ONLY what is in the transcript.” Left to its own devices, an AI will happily invent a statistic or a client result to make a post punchier. By anchoring every output to the source and explicitly banning invented numbers and quotes, you get content that’s safe to publish under your name. This is the difference between a repurposing tool and a liability.
3. Format constraints produce usable output, not a blob. The OUTPUT FORMAT section names exact sections, word counts, and platform rules. Without them you’d get one long undifferentiated answer. With them, each piece arrives ready to paste where it goes. Telling the model the shape of the answer is as important as telling it the topic.
4. Clarifying questions fill gaps instead of guessing. The “ask up to 3 questions only if something is missing” instruction is a quality valve. If you forget your CTA, it asks rather than inventing a generic one. But it won’t waste your time with questions when you’ve given it everything, which keeps the workflow fast.

Do this now

1. Install the skill as a Custom GPT, Claude Project, or Gemini Gem using the steps above.
2. Grab a transcript from your most recent episode (most podcast hosts and tools like Descript, Otter, or YouTube auto-captions export one).
3. Paste the eight inputs plus the transcript into a fresh chat and run it.
4. Take the single best LinkedIn post, tweak the opening line in your own words, and publish it today. Save the rest in a content folder.

Pro tips

• Feed it the full transcript, not a summary. The strongest clips live in the specific phrasing of what was said. A summary strips out exactly the lines that make good quote cards.
• Match your voice with examples. In a Claude Project, drop in 2-3 of your best-performing past posts. The model will mirror your sentence rhythm far more closely than any tone description can.
• Batch a month at once. Run four episodes through it in one sitting and you’ll have a month of scheduled content. The setup cost is paid once; the leverage compounds.
• Keep the editor’s note honest. When it tells you which moment to promote hardest, that’s usually your best clip. Cut that one first.

Related

• Webinar Replay Repurposer: Slice One Talk Into a Month of Content
• Podcast Production Studio: Outline, Script, and Show Notes System for Coaches
• Content Repurposing Machine: One Pillar Into 20 Assets for Coaches
• Turn One Coaching Webinar Into a Week of Social, Email, and Blog Content