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feat: YouTube Community Management and Engagement (#70)#449

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

feat: YouTube Community Management and Engagement (#70)#449
Susuhome wants to merge 1 commit intoSpectral-Finance:mainfrom
Susuhome:feat/youtube-community

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@Susuhome Susuhome commented Mar 8, 2026

Overview

Community management and engagement system for YouTube, issue #70.

Modules

CommentManager (GenServer)

  • Comment sentiment analysis (positive/negative/neutral)
  • Spam detection (sub4sub, link spam, self-promotion)
  • Question detection, language detection (en/zh/ja/ko)
  • Automated response generation based on analysis
  • Batch analysis with aggregated stats

PostScheduler (GenServer)

  • Schedule community posts at specific times
  • Cross-platform support (YouTube, Twitter, Instagram)
  • Campaign management (create, list)
  • Due post detection for auto-posting
  • Queue management with cancel support

SpamDetector

  • 9 pattern rules with weighted scoring
  • Severity levels: none, low, medium, high, critical
  • Recommended actions: allow, flag, hold_for_review, delete, ban_and_delete
  • Batch detection with spam rate calculation

Acceptance Criteria

  • Comment management system (CommentManager)
  • Automated response generation (based on sentiment/spam/question)
  • Sentiment analysis implementation (keyword-based)
  • Moderation system (SpamDetector with severity + actions)
  • Documentation and examples (guide + moduledocs)
  • Integration tests demonstrating comment management and moderation (24 tests)

Tests

24 tests, 0 failures

Budget: $2,000

- CommentManager: sentiment analysis, spam detection, response generation, language detection, batch analysis
- PostScheduler: community post scheduling, campaigns, cross-platform, due detection
- SpamDetector: 9 pattern rules with scoring, severity levels, recommended actions
- Guide: guides/youtube_community.md
- 24 tests, all passing
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