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docs: document YouTube enrichment workflow and codify mandate 25

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GEMINI.md
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@@ -68,6 +68,8 @@ This file contains the accumulated instructions and long-term vision for the aut
- **Protocol Uniformity**: Standardize on `https://` whenever possible.
- **Semantic Merge Logic**: If multiple URLs point to the same technical project (e.g., `user.github.io` vs `github.com/user/repo`), the agent MUST consolidate them into a single canonical reference, prioritizing the primary repository root.
- **Metadata Merge**: Metadata from multiple sources for the same canonical URL MUST be merged, prioritizing the highest star rating and most recent date.
25. **YouTube Content Enrichment**: Featured videos in the V2 Elite Video Hub MUST be enriched using real-time metadata (titles and descriptions) fetched directly from YouTube. This raw data is then synthesized by AI into technical "Curator Insights" and classified into logical architectural dimensions to ensure 100% content-to-description fidelity.
24. **Multi-Source Knowledge Discovery**: The discovery engine MUST be extensible beyond social media.
- **Engineering Blogs**: High-depth technical content from engineering blogs (via RSS/Atom) MUST be prioritized for high-impact dimensions.
- **Source Diversity**: Monitor X.com, GitHub Trending, and RSS Feeds to maintain a balanced flow of technical news and architectural deep-dives.

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README.md
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@@ -991,6 +991,8 @@ To maintain transparency and ease of navigation, all key configuration, database
- **Orchestration Core:** [`src/main.py`](src/main.py) - Master coordinator for discovery and evaluation.
- **Curator Logic:** [`src/agentic_curator.py`](src/agentic_curator.py) - Primary classification and description engine.
- **V2 Vision Engine:** [`src/v2_optimizer.py`](src/v2_optimizer.py) - Elite portal generation and maturity scoring.
- **Video Hub Enrichment:** [`src/enrich_videos.py`](src/enrich_videos.py) - YouTube metadata extraction and AI synthesis.
- **Video Portal Logic:** [`src/v2_video_portal.py`](src/v2_video_portal.py) - Categorized layout and O'Reilly journey builder.
- **V2 Specialized Agents:**
- **Health Monitor:** [`src/v2_health.py`](src/v2_health.py)
- **Metadata Engine:** [`src/v2_metadata.py`](src/v2_metadata.py)
@@ -1045,3 +1047,4 @@ The technical resources (links, articles, videos) curated in this archive are th
### 15.3. Legal Disclaimer
The information provided in this repository is for educational and professional reference purposes only. While our Agentic AI ensures high-fidelity curation, users should verify production configurations against official vendor documentation (AWS, Red Hat, CNCF) before deployment.
t official vendor documentation (AWS, Red Hat, CNCF) before deployment.