feat(content): enhance research.md with 7 advanced research frameworks (t199.1)

[marcusquinn]

Summary

Comprehensive enhancement of content/research.md with 7 advanced audience research and niche validation frameworks, adding 469 lines of actionable methodologies.

Frameworks Added

1. 11-Dimension Reddit Research Framework

• Perplexity mega-prompt template for systematic Reddit analysis
• 11 analysis dimensions: sentiment, UX, competitors, pricing, use cases, support, performance, updates, power user tips, red flags, decision summary
• Exact user language extraction for authentic messaging

2. 30-Minute Expert Method

• Reddit → NotebookLM workflow for instant niche expertise
• 3-phase process: scrape (10min), ingest (5min), analyze (15min)
• AI-powered synthesis of hundreds of conversations

3. Niche Viability Formula

• Formula: (Demand × Buying Intent × (1/Competition)) × Business Fit
• Multi-source validation: Google Trends + Reddit activity + Whop marketplace
• Weighted scorecard with clear thresholds
• Q4 seasonality bonus for buying intent awareness

4. Creator Brain Clone Pattern

• Bulk transcript ingestion via yt-dlp-helper.sh (references t201)
• Memory namespace storage for queryable competitive intel
• Analyze hundreds of hours of competitor content in minutes

5. Gemini 3 Video Reverse-Engineering

• Upload competitor videos to Gemini 3 for analysis
• Extract visual style, scene breakdown, audio design, pacing, editing
• Generate reproducible prompts for Sora 2 / Veo 3.1

6. Pain Point Extraction Methodology

• 6 source types: Reddit, forums, reviews, support tickets, YouTube comments, social media
• Extraction template: exact quotes, frequency, severity, failed solutions
• Purchase trigger identification

7. Cross-Platform Research Framework

• 6 platforms monitored: Reddit, TikTok, X, Instagram, YouTube, LinkedIn
• Format migration signals
• Cross-platform content matrix for opportunity mapping

Statistics

• Before: 230 lines
• After: 678 lines
• Added: 469 lines (+204%)
• Frameworks: 7 major methodologies
• Sections: 30

Task Requirements (t199.1)

All requirements met:
✅ 11-Dimension Reddit Research Framework
✅ 30-Minute Expert Method
✅ Niche Viability Formula with Whop/Google Trends
✅ Creator Brain Clone pattern (references t201)
✅ Gemini 3 video reverse-engineering
✅ Pain point extraction methodology
✅ Cross-platform research framework

Closes #819

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✨ Finishing touches

🧪 Generate unit tests (beta)

• Create PR with unit tests
• Post copyable unit tests in a comment
• Commit unit tests in branch feature/t199.1

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[github-actions]

🔍 Code Quality Report

�[0;35m[MONITOR]�[0m Code Review Monitoring Report

�[0;34m[INFO]�[0m Latest Quality Status:
SonarCloud: 0 bugs, 0 vulnerabilities, 61 code smells

�[0;34m[INFO]�[0m Recent monitoring activity:
Tue Feb 10 01:07:49 UTC 2026: Code review monitoring started
Tue Feb 10 01:07:49 UTC 2026: SonarCloud - Bugs: 0, Vulnerabilities: 0, Code Smells: 61

📈 Current Quality Metrics

• BUGS: 0
• CODE SMELLS: 61
• VULNERABILITIES: 0

Generated on: Tue Feb 10 01:07:51 UTC 2026

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Generated by AI DevOps Framework Code Review Monitoring

[github-actions]

🔍 Code Quality Report

�[0;35m[MONITOR]�[0m Code Review Monitoring Report

�[0;34m[INFO]�[0m Latest Quality Status:
SonarCloud: 0 bugs, 0 vulnerabilities, 61 code smells

�[0;34m[INFO]�[0m Recent monitoring activity:
Tue Feb 10 01:34:28 UTC 2026: Code review monitoring started
Tue Feb 10 01:34:29 UTC 2026: SonarCloud - Bugs: 0, Vulnerabilities: 0, Code Smells: 61

📈 Current Quality Metrics

• BUGS: 0
• CODE SMELLS: 61
• VULNERABILITIES: 0

Generated on: Tue Feb 10 01:34:31 UTC 2026

---

Generated by AI DevOps Framework Code Review Monitoring

[sonarqubecloud]

Quality Gate passed

Issues
0 New issues
0 Accepted issues

Measures
0 Security Hotspots
0.0% Coverage on New Code
0.0% Duplication on New Code

See analysis details on SonarQube Cloud