ur-grue Podcast Episode Script Writer
What This Skill Does
Writes a complete, ready-to-record podcast episode script — including intro, segmented body content, transitions, and outro — matched to the host's voice and episode topic.
When To Use This Skill
- You are preparing a solo or co-hosted podcast episode and want a full script rather than bullet-point notes
- You have researched your topic and need help structuring it into a listenable, well-paced narrative
- You are producing a scripted interview episode and need framing segments around guest audio
- You are launching a new podcast and want to establish a consistent script structure from episode one
What You Need To Provide
Required:
- Episode topic and the central question or argument the episode addresses
- Target episode length (e.g., 20 minutes, 45 minutes)
- Show name and format (solo monologue, co-hosted discussion, interview-based)
- Intended audience (e.g., working journalists, first-time founders, amateur historians)
Optional:
- Host name(s) and any notes on tone or speaking style (conversational, authoritative, storytelling-led)
- Key facts, statistics, or quotes you want included
- A rough outline or list of points you want to cover
- Any sponsor segments or calls to action to weave in
- Previous episode transcripts or scripts to match established voice
How the Assistant Approaches This
- Identifies the episode's single core argument or narrative thread — every section of the script will serve that thread
- Structures the episode into clearly labelled segments (intro, main sections, transitions, outro) with approximate timing for each based on the target length
- Writes each segment in natural spoken language — contractions, short sentences, listener address — avoiding the stiff register of written prose
- Builds transitions between segments that maintain momentum and signal to the listener where they are in the episode
- Closes with an outro that restates the episode's value, includes any call to action, and ends cleanly
Output Format
- Full script, ready to read aloud, presented in labelled segments
- Each segment headed with a timing estimate (e.g.,
[INTRO — approx. 90 seconds]) - Conversational register throughout: first person, active voice, direct listener address ("you", "we")
- Speaker cues indicated where relevant (e.g.,
[HOST],[CO-HOST],[PAUSE]) - Length calibrated to target episode duration at approximately 130–150 words per spoken minute
- No stage directions or production notes unless specifically requested
Quality Criteria
- The script has a single clear argument or narrative thread that the entire episode serves
- Language sounds natural when read aloud — no written-prose constructions
- Segments are clearly labelled with approximate timings that add up to the target length
- Transitions between segments are smooth and do not repeat information already covered
- The outro restates the episode's value and ends with a clean, purposeful line
- No facts, statistics, or quotes are invented — only material provided by the user appears as fact
Example
Input
Episode topic: Why newsrooms struggle to retain journalists in their 30s — and what happens to institutional knowledge when they leave Target length: 30 minutes Show: The Desk — a solo podcast for working journalists and editors Audience: Mid-career journalists, editors, newsroom managers Host tone: Direct, slightly wry, no jargon Key points to cover:
- The "decade dip" — why the 7–10 year mark is when most journalists exit
- The economic drivers (salary ceiling, freelance economics)
- What gets lost when experienced reporters leave (source relationships, beat knowledge, story instincts)
- What editors can actually do about it
Output
THE DESK — Episode Script "The Decade Dip: Why Newsrooms Keep Losing Their Best People"
[INTRO — approx. 2 minutes]
[HOST] There is a pattern that anyone who has worked in a newsroom long enough will recognise. Someone joins — talented, motivated, asks good questions. They spend a few years learning the beat. They get good. Really good. They know the sources, they know the rhythms, they know which press releases to ignore and which to follow up at midnight. And then, somewhere around year seven or eight, they leave.
Not always for another newsroom. Sometimes for communications. Sometimes for a think tank. Sometimes just — out. Gone.
And the newsroom moves on, because that is what newsrooms do. A younger reporter gets the beat. The sources have to be rebuilt. The institutional memory — all those years of knowing who calls back and who doesn't — disappears with whoever just walked out the door.
Today on The Desk, I want to talk about what I'm calling the decade dip. Why the seven-to-ten year mark is when experienced journalists exit newsrooms at the highest rate, what is actually driving it, and — crucially — what editors can do about it. Because the answer is not "pay people more," or not only that. There is something else going on.
Let's get into it.
[SEGMENT 1: THE DECADE DIP — approx. 6 minutes]
[HOST] So first — is this real, or is it just a feeling shared by editors who have been at this for a while?
It is real. If you look at the career trajectories of journalists who entered the industry in the mid-to-late 2010s, a consistent pattern emerges around that seven-to-ten year window. This is the point where the initial energy of building a career has worn off, where salaries have often hit an internal ceiling, and where the gap between what experienced journalists earn and what they could earn elsewhere has become impossible to ignore.
I think of this as the decade dip because it hits before the decade mark — but it is caused by what the decade looks like from where that journalist is standing. They do the maths. Another ten years at this. What does that look like? And for a significant number of them, the answer is: not what I want.
What makes this particularly damaging for newsrooms is that these are not the people who are still learning. They are the people who already know. The ones who have covered a beat through multiple election cycles, who have the documents, the contacts, the context. When they leave, they take all of that with them. You cannot put that in a handover document.
[SEGMENT 2: THE ECONOMIC DRIVERS — approx. 7 minutes]
[HOST] Let's talk about money, because we have to.
Journalism has a salary ceiling problem. In most newsrooms, the pay gap between a reporter with two years of experience and a reporter with twelve years of experience is nowhere near proportional to the difference in their output or their value to the organisation. The structure is compressed. Senior reporters earn more than juniors, yes, but not vastly more — and not nearly enough more to compete with what communications, PR, or content roles at well-funded organisations will offer someone with a decade of media experience and a network to match.
This is not a new observation. But what has changed is the volume and visibility of the alternative. The jobs are everywhere now. And they are explicitly recruiting journalists — senior journalists, specifically — with messaging that reads almost as a direct indictment of newsroom working conditions. Better hours. Remote flexibility. Salaries that are, frankly, difficult to argue with.
So the economic driver is real. But here is what I find interesting: money alone does not explain the timing of the exit. Journalists know the pay ceiling exists from the beginning. Most of them accept it, at least initially, because they are doing work they find meaningful. The decade dip is not just about the money becoming intolerable. It is about the money becoming intolerable at the same time that something else shifts. The meaning calculus changes.
I'll come back to that. But first, let's talk about what actually leaves the building when an experienced journalist does.
[SEGMENT 3: WHAT GETS LOST — approx. 7 minutes]
[HOST] There is a concept in knowledge management called tacit knowledge — the kind of expertise that cannot easily be written down or transferred. It lives in practice, in judgment, in the accumulated experience of doing a thing many times in many different conditions.
Journalism runs on tacit knowledge. When a senior health reporter leaves, what walks out with them is not just their contact list — you can export that. What walks out is the knowledge of which contacts are reliable and under what circumstances. Which sources have an agenda and how to account for it. How to read a clinical study for what it is not saying. How to know when a story is ready and when it needs another week. None of that is documented anywhere. It is just — gone.
And this matters beyond the individual beat. Experienced reporters are often the informal quality check in a newsroom. They are the ones junior reporters go to when something feels off about a story. They are the institutional memory of how things went wrong before, which keeps them from going wrong again. When they leave, that informal infrastructure goes with them.
I want to be specific about this because I think there is a tendency to frame the retention problem as a management challenge — a failure to keep talent. And it is that. But it is also a structural risk. Every experienced journalist who leaves represents a meaningful degradation in the newsroom's accumulated capacity. And in an industry where that capacity is already under pressure, the cumulative effect of the decade dip is serious.
[SEGMENT 4: WHAT EDITORS CAN ACTUALLY DO — approx. 6 minutes]
[HOST] Right. So what can editors actually do about this? And I want to be practical here, because "value your people more" is not an action.
First: the conversation has to happen before the exit. Most editors find out that a senior journalist is considering leaving when that journalist already has an offer. At that point, the conversation is almost always too late. The culture shift that matters is creating space — regularly, formally — to talk about career trajectory with experienced staff. Not a performance review. A genuine conversation about where this person wants to be in five years and what the newsroom can do to get them closer to that.
Second: job architecture matters. One of the least discussed levers in journalist retention is whether there is a meaningful career path that does not lead to management. Most newsroom structures push experienced reporters toward editorial roles — commissioning, editing, managing teams — if they want to progress. But not every great reporter wants to manage people. Creating senior correspondent roles or specialist positions with real status, pay, and autonomy — without requiring the move into management — gives people a reason to stay that is not just inertia.
Third, and this is smaller but worth saying: acknowledge the tacit knowledge explicitly. When an experienced reporter leaves and a junior reporter inherits their beat, build in time for that handover. Not a one-hour coffee. A structured transition — shadowing, introductions, documented context — that treats the knowledge transfer as the serious operational matter it is.
None of this is a complete solution. The economic gap is real and most newsrooms cannot close it. But the decade dip is not purely economic. It is also about whether experienced journalists feel that their expertise is recognised, that their career still has somewhere to go, and that the work still means what it once did. Editors can affect all three of those.
[OUTRO — approx. 2 minutes]
[HOST] The decade dip is not inevitable. It is a structural problem with structural causes — and at least some of those causes are within an editor's control to address.
If you are managing a newsroom and you have not had a genuine career conversation with your most experienced reporters in the last six months, that is the place to start. Not a review. Not a check-in. A real conversation about where they are, what they want, and what staying actually looks like.
That is The Desk for this week. If this episode was useful, share it with an editor or newsroom manager who needs to hear it. And if you have thoughts — or if you are one of the journalists who left in your decade dip and want to talk about it — you can reach us at [contact details].
I'll be back next week. Until then.
[END OF SCRIPT]
Known Limitations
- The assistant cannot accurately calibrate pacing for hosts with unusually fast or slow delivery styles without seeing a sample transcript — the 130–150 words-per-minute estimate is an average and will not suit every presenter
- If key facts and statistics are not provided by the user, the assistant will not invent them; the script will note where data should be inserted, but the user must supply the source material
- Interview-based episode scripts (where guest audio exists) require the user to provide a transcript or detailed summary of the interview to script framing segments around — the assistant cannot invent guest content
- The script will match the register you describe, but tonal nuance (specific comedy timing, idiosyncratic verbal habits) requires sample scripts from previous episodes to calibrate against