Build a complete podcast production system via OpenClaw Ultra. From episode planning and script generation to AI audio cleanup, social clip creation, and multi-platform distribution, manage your entire podcast operation from a single chat interface.
Core System Overview
💡 INFO:
This is a closed-loop podcast production workflow. OpenClaw Ultra handles episode planning, script drafting, AI audio cleanup guidance, transcript review, content repurposing, clip creation, and performance analysis, so you can publish consistently without spending every weekend editing.
| System Layer | Core Function | Final Output |
|---|---|---|
| Planning Layer | Topic research, episode outlining, guest research, content calendar | Scheduled episodes with outlines ready to record |
| Script Layer | Episode script generation, intro/outro writing, segment structuring | Recording-ready scripts in natural speaking language |
| Recording Layer | Recording setup guidance, guest briefing, prep checklists | Clean recording session with minimal technical issues |
| Cleanup Layer | AI audio editing guidance, filler word removal, noise reduction, leveling | Polished audio ready for post-production |
| Transcript Layer | Automated transcription, show notes, chapter markers, episode description | Searchable transcript and episode metadata |
| Repurposing Layer | Content extraction, blog post generation, newsletter copy, audiogram scripting | 20+ content assets from one recording |
| Clips Layer | AI clip detection, short-form clip extraction, caption generation | Platform-ready social clips for TikTok, Reels, Shorts, LinkedIn |
| Distribution Layer | RSS publishing, platform submission, social scheduling, performance tracking | Live episode across all platforms with promotion assets |
| Review Layer | Episode performance analysis, audience feedback synthesis, workflow tuning | Data-driven improvements for next episode |
Prerequisites
| Item | Requirement |
|---|---|
| OpenClaw Ultra | Installed and running |
| Recording Setup | Microphone, headphones, quiet recording space |
| Audio Hosting Account | (Recommended) Riverside, Descript, Podbean, Buzzsprout, or Transistor for RSS hosting |
| Transcription Service | (Recommended) Riverside (free unlimited), Otter.ai, or Descript |
| Clip Repurposing Tool | (Recommended) Opus Clip, Kapwing, or Descript for AI clip generation |
| Email Marketing Tool | (Recommended) ConvertKit, Mailchimp, or Beehiiv for newsletter distribution |
Step 0 — Initialize Your Podcast Production System
Set up OpenClaw Ultra as your podcast production manager.
Operation Steps
- Open a new chat session on OpenClaw Ultra
- Have your podcast concept, existing episode list, and recording workflow ready
- Paste the initialization prompt
- For content repurposing beyond podcast audio, see the SEO Content Workflow
Ready-to-Use Prompt
Act as my podcast production manager.
My show:
- Podcast name: [name]
- Format: [solo / interview / co-host / hybrid]
- Niche/topic: [brief description]
- Target audience: [who listens and why]
- Current episode count: [number]
- Publishing cadence: [weekly / biweekly / monthly]
- Average episode length: [minutes]
My biggest production problems:
- I spend [6-12] hours on post-production editing per episode, mostly removing filler words and dead air
- I never have time to create social clips — my episodes get zero promotion
- Show notes and episode descriptions are an afterthought, if I write them at all
- I have [dozens / hundreds] of past episodes that never got repurposed into clips or blog posts
- My content calendar runs dry every few weeks and I scramble for episode ideas
- Transcription takes forever and I never review it for accuracy
Build me a production system that:
- Plans episodes weeks in advance so I never scramble for ideas
- Generates episode outlines and scripts that sound like natural speech, not written prose
- Guides me through AI-powered audio cleanup so editing takes minutes instead of hours
- Creates a transcript that's accurate enough to publish as show notes and a blog post
- Extracts 15-30 social clips per episode automatically
- Turns every recording into blog posts, newsletter copy, quote cards, and LinkedIn posts
- Tracks episode performance so I know what topics resonate and what to do next
Step 1 — Plan Your Episode Calendar
Replace the last-minute scramble with a planned content pipeline that generates episodes weeks ahead.
1.1 Generate Episode Ideas for the Next 8 Weeks
Prompt
Generate 8 episode topics for my podcast: [podcast name], about [niche], for [target audience].
For each episode, provide:
- Episode title (3 options — punchy, searchable, shareable)
- Core thesis (one sentence: what will listeners learn or feel after this episode)
- 3 main talking points
- Ideal format (solo deep-dive / interview with a specific guest type / panel / case study)
- Suggested guest if applicable (role + the angle they'd bring)
- Hook (one compelling line to use in episode intro or promo)
Rules:
- Vary the formats so not every episode is the same type
- Include 1-2 episodes that address common misconceptions in your niche
- Include 1 episode tied to a current event or trend in [industry]
- Distribute difficulty: some should be evergreen, some timely
- Match the publishing cadence of [weekly / biweekly] in mind
Return as a table: Episode #, Title Option, Format, Guest (if any), Core Talking Points (3 bullets), Hook.
1.2 Create a Deep-Dive Episode Outline
Prompt
Build a detailed outline for an episode about: [topic from your calendar].
Format: [solo / interview / panel]
Target length: [30-45] minutes
Audience level: [beginner / intermediate / advanced]
Structure requirements:
- Opening hook (first 60 seconds — grab attention immediately)
- Context setting (why this topic matters right now, 1-2 minutes)
- Main body: [4-6] segments, each with a specific point, evidence, and transition
- Each segment should be [5-8] minutes
- Q&A or listener questions segment (if applicable)
- Closing summary (3 key takeaways)
- Call to action (what should listeners do after this episode — subscribe, rate, visit site, etc.)
For each segment:
- Segment name and purpose
- Key points to hit (bullet format)
- Story or example to include
- Transition line to next segment
Rules:
- Outline should be skimmable — I need to see the structure at a glance during recording
- Include specific questions if this is an interview episode
- Note where I should pause for listener engagement (questions to ask the audience)
- Flag any segments that overlap with recent episodes so you can avoid repetition
Step 2 — Draft Your Episode Script
Write scripts that sound like natural conversation, not written essays.
2.1 Generate a Full Episode Script
Prompt
Write a complete episode script for my podcast about: [topic].
Format: [solo / interview]
Target length: [30-45] minutes
Tone: [conversational / authoritative / interview-style / storytelling]
Write the script in natural spoken language — this will be read aloud, not read silently.
Rules:
- Use short sentences. Spoken English runs 130-160 words per minute; a 40-minute episode needs [5,200-6,400] words
- Avoid passive voice and academic phrasing
- Include placeholders for: [story or example you'd share here], [data point to verify], [transition phrase]
- For interview episodes: write the host questions in full, write brief framing for guest answers (let the guest bring the substance)
- Add [PAUSE] markers before key transitions
- Add [SOUND EFFECTS] or [MUSIC] cues where appropriate
- Don't over-script the intro — make it feel natural, not read from a teleprompter
Format the output with clear section headers so I can navigate quickly during recording.
Return the full script with word count per section. Target word count: [X].
2.2 Write Episode Intro and Outro
Prompt
Write the intro and outro for my episode about: [topic].
Intro requirements:
- Duration: [30-60] seconds
- Hook: open with a striking fact, question, or statement that makes someone listen to the end of the intro
- Name drop: mention the show name and this episode's focus clearly
- Guest intro (if applicable): [X] sentence bio that establishes credibility
- Preview: one sentence on what listeners will get from this episode
- Tone: energetic but not fake — conversational confidence
Outro requirements:
- Duration: [45-90] seconds
- Recap: three key takeaways in one sentence each
- Call to action: subscribe, rate, review, share (pick the one that matters most right now)
- Teaser: hint at next episode topic or a reason to come back
- Sign-off: consistent closing phrase I'll use every episode
Return as two separate scripts with timing estimates. The intro should work standalone if someone finds you mid-episode and needs context.
Step 3 — Guide AI Audio Cleanup
Walk through your post-production workflow using AI tools, from raw recording to polished episode.
3.1 Create Your Cleanup Checklist by File
Prompt
I've just exported the raw audio from my recording session. The file is: [filename / URL].
Walk me through a step-by-step cleanup in this order:
Step 1 — Backup and organize
- Save the raw file as an archive before touching anything
- Create a project folder: [podcast name] - Episode [XX] - [YYYY-MM-DD]
- Name the raw file: raw_[episode number].wav
Step 2 — Noise reduction
- Use [Descript / Adobe Podcast Enhance Speech / Auphonic / Cleanvoice] to run a noise reduction pass
- Settings to use: [your preferred tool and settings]
- Listen to 30 seconds before and after to check for artifacts (robotic tinny quality = too aggressive)
Step 3 — Filler word removal
- Run filler word detection: um, uh, like, you know, basically, actually, I mean, so yeah
- Do NOT remove every instance — only remove the ones that disrupt the flow or repeat within [5] seconds
- Review each flagged section before approving removal
- Target: reduce filler word density by [60-70]%, not [100]%
Step 4 — Dead air and silence trimming
- Remove silences longer than [2] seconds
- Check for accidental long pauses mid-sentence — trim those
- Don't remove all silence — natural speech needs breathing room
Step 5 — Audio leveling
- Normalize loudness to [-16 LUFS] for podcast standard
- Check for volume spikes (guest laughing, coughing) and reduce to match
- Run a final pass with [Auphonic / Lumen5] for consistent leveling
Step 6 — Intro/outro insertion
- Add intro music (file: [path]) at [0:00], fade in over [2] seconds
- Add outro music (file: [path]) starting at [timestamp of end], fade out over [3] seconds
- Include sponsor read placement marker if applicable
Return a checklist I can tick off as I go through each step. Note which tools to use and where to find them.
3.2 Flag Audio Issues for Human Review
Prompt
Review the cleaned audio for [episode name] and flag any issues that need human attention.
Check for:
1. Sentences that got cut awkwardly by AI filler word removal
2. Places where the audio cuts feel abrupt (should have a soft transition)
3. Cross-talk moments where both speakers talk over each other
4. Audio glitches: clipping, dropouts, echo
5. Names or numbers that the AI might have transcribed incorrectly
6. The first and last [30] seconds of the episode — these need extra quality review
Return a table: timestamp, issue type, what I hear, recommended fix. For anything that could just be a weird quirk of the recording (not an actual problem), mark it as "keep as-is."
Rules:
- Flag real problems only. If it sounds fine, say so.
- For cross-talk: decide if both voices matter or if one should be reduced
- For name mis-transcriptions: provide the correct spelling
## Step 4 — Generate Transcripts and Show Notes
Turn your audio into searchable, publishable written content.
Showing 5/11 sections. Full content: [Podcast Workflow](https://openclaw.aiondesktop.com/tutorials/36)
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