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11 production pipelines, 47 tools, 124 agent skills. Supports cloud APIs (fal.ai, OpenAI, ElevenLabs, Suno, HeyGen, Runway) and free local providers (diffusers, Piper TTS, WAN 2.1, Hunyuan, CogVideo). Co-authored-by: Hanzo Dev <[email protected]>
2.3 KiB
2.3 KiB
Scene Director - Podcast Repurpose Pipeline
When To Use
You are deciding how each podcast deliverable should look based on the actual source mode. This is where you prevent "fake richness" and choose honest, effective treatments.
Prerequisites
| Layer | Resource | Purpose |
|---|---|---|
| Schema | schemas/artifacts/scene_plan.schema.json |
Artifact validation |
| Prior artifacts | state.artifacts["script"]["script"], state.artifacts["idea"]["brief"] |
Highlight set and source truth |
| Tools | frame_sampler |
Optional visual inspection for video-podcast sources |
| Playbook | Active style playbook | Brand consistency |
Process
1. Pick The Right Treatment Per Deliverable
Prefer a source-faithful hierarchy:
- if video podcast footage exists, use speaker-led scenes first,
- if only audio exists, use audiogram or quote-led layouts,
- if branding assets are limited, keep the visual system simple and repeatable.
2. Avoid Pretend Complexity
Do not plan a full episode with endless generated topic art unless the budget and tools support it. A clean branded companion layout is better than a noisy, underpowered pseudo-production.
3. Define Scene Families
Useful schema scene types:
talking_headfor source video speaker shotstext_cardfor quote cards and chapter cardsgeneratedfor optional topic artdiagramfor the rare cases where the discussion needs a graphictransitionfor chapter moves
4. Use Metadata For Layout Strategy
Recommended scene_plan.metadata keys:
deliverable_layoutsspeaker_card_rulesquote_card_rulesaudiogram_rulesfull_episode_companion_rules
5. Plan Safe Zones And Attribution
Every layout should clearly preserve:
- speaker attribution,
- subtitle zone,
- show branding,
- CTA or episode reference area if needed.
6. Quality Gate
- each deliverable has a treatment that matches the actual source,
- source video is used when it exists instead of being hidden behind generic graphics,
- audio-only assets remain visually simple and readable,
- long-form companion visuals are achievable.
Common Pitfalls
- Planning speaker-centric layouts for audio-only episodes.
- Turning every clip into the same waveform-plus-logo composition.
- Using generated graphics to cover weak editorial choices.