calesthio
2cd36fa8e0
Implements the 2026-04-02 transformation spec (Phases 1-8) and fixes all critical bugs found during 5-pipeline E2E testing. Governance & Decision Intelligence: - Pipeline-specific stage order in checkpoint (replaces global STAGES list) - Provider scoring engine (lib/scoring.py) with 7-dimension weighted ranking - Decision log artifact enforced at proposal/idea stage across all 10 pipelines - Delivery promise classifier prevents silent motion-to-still downgrades - Structured shot language in scene_plan schema (camera, lens, lighting, DOF) - Variation checker and slideshow risk scorer block samey output before render - Creative intake, capability extension, and creative-intake meta skills - Final self-review artifact with 5 mandatory checks before presenting output - Source media review contract for user-supplied footage Render & Theme System: - Remotion AnimatedBackground now derives colors from playbook (no more hardcoded dark blue fintech gradient on every video) - video_compose builds custom ThemeConfig from playbook YAML colors/fonts — custom playbooks flow through to Remotion automatically - Explainer component wires theme to all child components (charts, cards, etc.) - resolveAsset() handles absolute paths on Windows/Unix via file:// URIs - RENDERER_FAMILY_MAP synced with actual Remotion compositions Critical Bug Fixes: - Windows npx subprocess: run_command() resolves .cmd wrappers via shutil.which() - Silent renderer downgrade: Remotion failure now returns explicit error with options instead of silently falling back to FFmpeg - .env inline comment parsing strips trailing # comments from API keys - concat_path UnboundLocalError in video_compose finally block - audio_mixer and showcase_card capture=True kwarg bug - Selector estimate_cost() calls fixed (_select_tool -> _select_best_tool) - asset_manifest schema expanded with provider, license, subtype fields - screen-demo subtitle_gen moved from required to optional tools - Duration drift detection in post-render final review (>25% warns)
210 lines
6.2 KiB
YAML
210 lines
6.2 KiB
YAML
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:
|
|
- clean-professional
|
|
- flat-motion-graphics
|
|
|
|
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: false
|
|
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
|