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feat: YouTube Content Creation Pipeline (#71)#447

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Susuhome wants to merge 1 commit intoSpectral-Finance:mainfrom
Susuhome:feat/youtube-content-pipeline
Open

feat: YouTube Content Creation Pipeline (#71)#447
Susuhome wants to merge 1 commit intoSpectral-Finance:mainfrom
Susuhome:feat/youtube-content-pipeline

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@Susuhome Susuhome commented Mar 8, 2026

Overview

Automated content creation and optimization pipeline for YouTube, issue #71.

Modules

ScriptGenerator (GenServer)

  • Template-based script generation (tutorial, review + custom)
  • Section-based structure with timings and notes
  • Variable interpolation (topic, title)
  • Multi-language support with translation
  • Auto-generated tags from topic

ContentOptimizer

  • Thumbnail analysis and scoring (resolution, size, text, face detection)
  • End screen generation (subscribe, video, playlist elements)
  • Card generation with auto-spacing
  • Metadata SEO optimization (title length, description, tag count)

PlaylistOrganizer (GenServer)

  • Playlist CRUD with visibility settings
  • Add/remove/reorder videos
  • Auto-categorization by tags (tutorials, reviews, vlogs)

ABTesting (GenServer)

  • Create experiments with N variants
  • Track impressions and clicks per variant
  • CTR calculation
  • Conclude experiments with winner selection

Acceptance Criteria

  • Script generation system (ScriptGenerator with templates)
  • Visual content optimization (ContentOptimizer: thumbnails, end screens, cards)
  • Automated metadata management (ContentOptimizer.optimize_metadata)
  • Content testing framework (ABTesting with CTR tracking)
  • Documentation and examples (guide + moduledocs)
  • Integration tests showcasing end-to-end content creation workflow (27 tests)

Tests

27 tests, 0 failures

Budget: $2,500

- ScriptGenerator: template-based script generation, multi-language, custom templates
- ContentOptimizer: thumbnail/metadata/end screen/card optimization with scoring
- PlaylistOrganizer: CRUD, reorder, auto-categorization by tags
- ABTesting: experiment creation, impression/click tracking, CTR, winner selection
- Guide: guides/youtube_content_pipeline.md
- 27 tests, all passing
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