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1. Show input (30 seconds)

cat automation/manifest/neuais-complete.csv | head -20

2. Generate everything (15 seconds)

cd automation node ./cli/perfection generate manifest/neuais-complete.csv

3. Show output (1 minute)

find generated -type d -maxdepth 2 ls generated/services/ ls generated/agents/ ls generated/sites/

4. Show generated website code (1 minute)

cat generated/sites/dashboard/app/page.tsx | head -50

5. Run dashboard (2 minutes)

cd generated/sites/dashboard npm install npm run dev

Open http://localhost:3000

6. Scale demo (1 minute)

cd ../.. time node ./cli/perfection generate manifest/scale-1000.csv

Shows: 1000 entities in 0.4s