How to Use OpenClaw for Podcast Editing — Automate Production
Automate podcast editing with OpenClaw: silence removal, leveling, transcription, show notes generation, and multi-platform distribution.
· Updated March 2026 · 10 min read Use this guide, then keep going
If this guide solved one problem, here is the clean next move for the rest of your setup.
Most operators land on one fix first. The preview, homepage, and full file make it easier to turn that one fix into a reliable OpenClaw setup.
Podcast production is a treadmill. You record, then you edit, then you write show notes, then you upload, then you post on social media — week after week. OpenClaw can run the entire post-production pipeline automatically.
The Complete Podcast Pipeline
- Raw audio recorded — dropped in /recordings/
- Agent detects new file and starts processing
- Silence removal and audio leveling via ffmpeg
- Transcription via Whisper API
- Show notes generated from transcript
- Episode uploaded to podcast host
- Promotional posts drafted for social media
Audio Processing
# Normalize volume
ffmpeg -i raw_episode.mp3 -af "loudnorm=I=-16:LRA=11:TP=-1.5" normalized.mp3
# Remove long silences
ffmpeg -i normalized.mp3 \
-af "silenceremove=stop_periods=-1:stop_duration=1:stop_threshold=-50dB" \
cleaned.mp3Transcription
const form = new FormData();
form.append('file', fs.createReadStream('cleaned.mp3'));
form.append('model', 'whisper-1');
form.append('response_format', 'verbose_json');
form.append('timestamp_granularities[]', 'segment');
const response = await fetch('https://api.openai.com/v1/audio/transcriptions', {
method: 'POST',
headers: { 'Authorization': `Bearer ${process.env.OPENAI_API_KEY}` },
body: form
});
const transcript = await response.json();Show Notes Generation
@agent Here's the transcript for Episode 47 with [Guest Name].
Generate show notes:
- Compelling episode title (SEO-friendly)
- 3-sentence description
- 5-7 key timestamps with mm:ss format
- 3 main takeaways
- Resources mentioned
- Guest bio
- CTA: Subscribe and leave a reviewUpload to Podcast Host (Buzzsprout)
const form = new FormData();
form.append('episode[title]', episodeTitle);
form.append('episode[description]', showNotes);
form.append('episode[audio_file]', fs.createReadStream('final.mp3'));
form.append('episode[published]', '1');
await fetch(`https://www.buzzsprout.com/api/${process.env.BUZZSPROUT_PODCAST_ID}/episodes.json`, {
method: 'POST',
headers: { 'Authorization': `Token token=${process.env.BUZZSPROUT_API_KEY}` },
body: form
});Social Promotion
After publishing, your agent auto-drafts promotional posts: a Twitter/X thread with key quotes, a LinkedIn article, and an Instagram caption — ready to post or scheduled automatically.
Want the complete setup? The OpenClaw Playbook ($9.99) covers everything from first install to production deployment.
Frequently Asked Questions
Can OpenClaw remove filler words from podcast audio?
Yes. Transcribe the audio with Whisper, identify filler words with their timestamps, then use ffmpeg to cut those exact segments. It's surgical editing at scale.
Can OpenClaw generate show notes automatically?
Yes. Feed the transcript to your agent with a show notes template and it generates a structured summary with timestamps, key takeaways, guest bio, and links mentioned — ready to publish.
Which podcast hosting platforms does OpenClaw work with?
Any platform with an API. Buzzsprout, Transistor, Podbean, and Anchor all have APIs. Your agent can upload episodes, set metadata, and publish automatically.
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