name: podcast-repurpose
version: "2.0"
description: >
  Podcast-to-video repurposing pipeline. Takes podcast audio (or video podcast) and
  produces visual content: audiogram or caption-led clips, quote-led social assets,
  and optional full-episode companion video when the source and asset budget support it.
  EP orchestration adds quality gates for audio preservation, clip selection, and
  multi-deliverable consistency.
category: custom
stability: beta
default_checkpoint_policy: guided

orchestration:
  mode: executive-producer
  skill: pipelines/podcast-repurpose/executive-producer
  budget_default_usd: 1.00
  max_revisions_per_stage: 3
  max_send_backs: 3
  max_wall_time_minutes: 12

extensions:
  custom_scripts: true
  custom_playbooks: true
  custom_skills: true
  custom_tools: false

required_skills:
  - pipelines/podcast-repurpose/executive-producer
  - pipelines/podcast-repurpose/idea-director
  - pipelines/podcast-repurpose/script-director
  - pipelines/podcast-repurpose/scene-director
  - pipelines/podcast-repurpose/asset-director
  - pipelines/podcast-repurpose/edit-director
  - pipelines/podcast-repurpose/compose-director
  - pipelines/podcast-repurpose/publish-director
  - meta/reviewer
  - meta/checkpoint-protocol

compatible_playbooks:
  recommended:
    - clean-professional
    - flat-motion-graphics
  also_works: []
  custom_allowed: true

stages:
  - name: idea
    skill: pipelines/podcast-repurpose/idea-director
    optional_artifacts_in:
      - source_media_review
    produces:
      - brief
      - decision_log
    tools_available: []
    checkpoint_required: true
    human_approval_default: true
    review_focus:
      - Source podcast format identified (solo, interview, panel)
      - Output types specified (audiogram clips, quote-led clips, companion video)
      - Platform targets and clip count realistic
    success_criteria:
      - Schema-valid brief artifact
      - Brief specifies output deliverable types and platform targets

  - name: script
    skill: pipelines/podcast-repurpose/script-director
    required_artifacts_in:
      - brief
    produces:
      - script
    required_tools:
      - transcriber
    optional_tools:
      - audio_enhance
    tools_available:
      - transcriber
      - audio_enhance
    checkpoint_required: true
    human_approval_default: true
    review_focus:
      - Full episode transcribed with speaker diarization
      - Quotable moments and highlight segments identified
      - Topic transitions mapped for chapter markers
    success_criteria:
      - Schema-valid script artifact
      - Transcript sections have speaker labels and timestamps

  - name: scene_plan
    skill: pipelines/podcast-repurpose/scene-director
    required_artifacts_in:
      - script
    optional_artifacts_in:
      - brief
    produces:
      - scene_plan
    required_tools: []
    optional_tools:
      - frame_sampler
    tools_available:
      - frame_sampler
    checkpoint_required: true
    human_approval_default: true
    review_focus:
      - Visual treatment planned for each segment (source video, caption-led, quote-led, audiogram)
      - Highlight clips have strong standalone hooks
      - Full episode companion stays feasible with available source assets
    success_criteria:
      - Schema-valid scene_plan artifact
      - Every deliverable (clips + full episode) has a scene plan

  - name: assets
    skill: pipelines/podcast-repurpose/asset-director
    required_artifacts_in:
      - scene_plan
      - script
    optional_artifacts_in:
      - brief
    produces:
      - asset_manifest
    required_tools:
      - subtitle_gen
    optional_tools:
      - image_selector
      - diagram_gen
      - music_gen
      - audio_enhance
    tools_available:
      - subtitle_gen
      - image_selector
      - diagram_gen
      - music_gen
      - audio_enhance
    checkpoint_required: true
    human_approval_default: true
    review_focus:
      - Subtitles generated for all clips and full episode
      - Quote card / speaker-card assets match playbook style
      - Optional topic graphics are relevant and within budget
    success_criteria:
      - Schema-valid asset_manifest artifact
      - All referenced asset files exist on disk

  - name: edit
    skill: pipelines/podcast-repurpose/edit-director
    required_artifacts_in:
      - scene_plan
      - asset_manifest
    optional_artifacts_in:
      - script
    produces:
      - edit_decisions
    tools_available: []
    checkpoint_required: true
    human_approval_default: false
    review_focus:
      - Clip openings land quickly and attribution is clear
      - Quote cards and captions appear at the right moments
      - Full-episode companion uses light-touch visuals instead of fake complexity
    success_criteria:
      - Schema-valid edit_decisions artifact
      - Edit decisions cover all planned deliverables

  - name: compose
    skill: pipelines/podcast-repurpose/compose-director
    required_artifacts_in:
      - edit_decisions
      - asset_manifest
    optional_artifacts_in:
      - scene_plan
    produces:
      - render_report
      - final_review
    required_tools:
      - video_compose
      - audio_mixer
    optional_tools:
      - video_trimmer
      - audio_enhance
    tools_available:
      - video_compose
      - audio_mixer
      - video_trimmer
      - audio_enhance
    checkpoint_required: true
    human_approval_default: false
    review_focus:
      - All deliverables rendered (clips + full episode if planned)
      - Audio quality preserved from original podcast
      - Any waveform or motion treatment matches the intended layout
    success_criteria:
      - Schema-valid render_report artifact
      - All output files exist and pass ffprobe validation

  - name: publish
    skill: pipelines/podcast-repurpose/publish-director
    required_artifacts_in:
      - render_report
      - final_review
    optional_artifacts_in:
      - brief
    produces:
      - publish_log
    tools_available: []
    checkpoint_required: true
    human_approval_default: true
    review_focus:
      - Per-clip metadata optimized for each target platform
      - Posting schedule suggested for clip distribution
      - Full episode video metadata includes chapter markers
    success_criteria:
      - Schema-valid publish_log artifact
      - Export directory contains all deliverables with metadata