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Specialist Podcast Ally

Powerful agent for podcast, content, analysis, specialist. Includes structured workflows, validation checks, and reusable patterns for ffmpeg clip team.

AgentClipticsffmpeg clip teamv1.0.0MIT
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Podcast Ally Specialist

Your agent for podcast production workflows — covering editing, metadata management, chapter markers, show notes generation, and distribution optimization.

When to Use This Agent

Choose Podcast Ally Specialist when:

  • Editing podcast audio (trimming, leveling, noise reduction)
  • Generating show notes, transcripts, and chapter markers
  • Optimizing podcast metadata for discoverability (RSS, Apple Podcasts, Spotify)
  • Automating podcast post-production workflows
  • Managing multi-episode podcast series with consistent formatting

Consider alternatives when:

  • You need audio mixing/mastering — use an Audio Mixer agent
  • You need video podcast editing — use a video processing agent
  • You need music production — use a music generation agent

Quick Start

# .claude/agents/podcast-ally.yml name: Podcast Ally Specialist model: claude-sonnet tools: - Read - Write - Edit - Bash - Glob - Grep description: Podcast production agent for editing, metadata, show notes, and distribution optimization

Example invocation:

claude "Process our latest podcast episode: normalize audio to -16 LUFS, add chapter markers from the timestamp notes, generate show notes with guest bio and topic links, and create an optimized RSS entry"

Core Concepts

Podcast Production Pipeline

StageActivityTools
RecordCapture audio from hosts/guestsRemote recording tools
EditTrim, cut, arrange segmentsFFmpeg, Audacity
MixLevel voices, add music, effectsFFmpeg filters
MasterNormalize loudness, final EQloudnorm, EQ filters
MetadataTags, chapters, artworkid3v2, mp4box
PublishRSS feed, hosting, distributionRSS generators

Podcast Audio Standards

PlatformLoudness TargetFormatSample Rate
Apple Podcasts-16 LUFSMP3/AAC44.1 kHz
Spotify-14 LUFSMP3/OGG44.1 kHz
YouTube-14 LUFSAAC48 kHz
General RSS-16 LUFSMP3 128-192kbps44.1 kHz

Configuration

ParameterDescriptionDefault
loudness_targetTarget LUFS for mastering-16
output_formatAudio format (mp3, aac, flac)mp3
bitrateEncoding bitrate192k
chaptersEnable chapter markerstrue
show_notes_formatShow notes format (markdown, html, text)markdown

Best Practices

  1. Master to -16 LUFS for broadest platform compatibility. Apple Podcasts recommends -16 LUFS, and most other platforms normalize to -14. Mastering at -16 ensures your audio won't be turned up (adding noise) or aggressively limited on any platform.

  2. Add chapter markers for episodes longer than 20 minutes. Chapters help listeners navigate to topics they care about. Include timestamps, titles, and optional URLs for referenced resources. Most podcast apps display chapters natively.

  3. Generate transcripts for accessibility and SEO. Transcripts make podcasts accessible to deaf and hard-of-hearing listeners, and the text is indexable by search engines. Use automated transcription and edit for accuracy before publishing.

  4. Keep consistent audio processing across episodes. Create a preset FFmpeg command or script that applies the same processing chain to every episode. Listeners notice inconsistent loudness and EQ between episodes more than within them.

  5. Optimize episode titles and descriptions for podcast search. Podcast directories search titles and descriptions. Include specific topics and guest names in the title, and use the description for detailed keywords and links.

Common Issues

Audio levels vary between hosts and guests. Different recording setups produce different levels. Use per-track normalization before mixing, then apply final loudness normalization to the mixed output. FFmpeg's dynaudnorm can level individual speakers.

Chapter markers don't appear in all podcast apps. Not all apps support all chapter formats. Use ID3v2 chapters for MP3 (widely supported) and check compatibility with Apple Podcasts, Overcast, and Pocket Casts before publishing.

Episode file size is too large for hosting limits. Long episodes at high bitrates produce large files. Mono audio at 128kbps is sufficient for speech-only podcasts. Stereo at 192kbps is appropriate for podcasts with music. Avoid unnecessary quality that increases hosting costs.

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