Executive summary linking all 8 phases of the ViralForge pipeline.
| Phase | Reference | Script | Produces |
|---|---|---|---|
| 1. Intelligence | references/niche-research.md |
niche_analyzer.py |
Niche scorecard, competitor map, positioning statement |
| 2. Brand System | references/visual-brand.md |
— | Visual style guide JSON, thumbnail system, brand kit |
| 3. Strategy | references/content-strategy.md |
content_calendar.py |
90-day content calendar, series concepts, milestone targets |
| 4. SEO & Discovery | references/seo-discovery.md |
seo_optimizer.py |
Keyword database, description templates, tag strategy |
| 5. Scriptwriting | references/scriptwriting.md |
script_generator.py |
Production-ready scripts with hooks, retention architecture |
| 6. Production | references/production-pipeline.md |
— | Tool chain spec, workflow SOPs, cost breakdown |
| 7. Platform Ops | references/platform-ops.md |
platform_adapter.py |
Platform configs, cross-post strategy, scheduling plan |
| 8. Analytics | references/analytics-optimization.md |
— | KPI dashboard spec, A/B testing framework, iteration SOP |
# 1. Analyze your niche
python scripts/niche_analyzer.py --interests "AI,productivity,automation" --platforms youtube,instagram,tiktok
# 2. Generate 90-day calendar
python scripts/content_calendar.py --niche "AI tools" --cadence 3 --platforms youtube,instagram,x
# 3. Write your first script
python scripts/script_generator.py --topic "7 AI Tools That Replace Your Marketing Team" \
--length 10 --style faceless --visual-style "Cinematic Realism"
# 4. Generate SEO package
python scripts/seo_optimizer.py --niche "AI tools" --titles "7 AI Tools That Replace Your Marketing Team"
# 5. Design thumbnails
python scripts/thumbnail_designer.py --title "7 AI Tools That Replace Your Marketing Team" \
--style "Cinematic Realism" --niche "AI tools"
# 6. Adapt for all platforms
python scripts/platform_adapter.py --master-script output/script-001.md \
--platforms youtube_shorts,instagram,x,tiktok,facebook,linkedin
# 7. Run the full pipeline
python scripts/pipeline.py --interests "AI,productivity" --niche "AI tools" --cadence 3- Each phase produces complete, ready-to-use outputs
- Each platform gets natively optimized content, not resized crops
- Analytics feed back into strategy through structured iteration loops
- No placeholders — every output is usable as-is
- Each video builds on the performance data of previous ones