feat(arch): finalize Universal Literate Note transition for all projects and skills

projects/token-optimization/docs/quick-start.org

@@ -0,0 +1,39 @@
+#+TITLE: Token Optimization - Quick Start
+#+author: Amero Garcia
+#+created: [2026-03-16 Mon 14:28]
+#+DATE: 2026-03-04
+
+* Quick Reference for Daily Use
+
+** Rule of Thumb
+
+| What you need | Use this | Cost |
+|---------------|----------|------|
+| Quick answer, formatting, lookup | Gemini Flash | FREE |
+| Code review, analysis | Gemini Pro | FREE |
+| Complex problem solving | Claude Haiku / Qwen | $ |
+| Critical architecture decision | GPT-4o | $$ |
+
+** Free Tier Limits (Daily)
+
+| Provider | Tokens | Requests | Reset |
+|----------|--------|----------|-------|
+| Google AI Studio | 300,000 | 60/min | Daily |
+| OpenRouter Free | Varies | Limited | - |
+
+** Current Recommendation
+
+→ *Use Google Gemini exclusively* until hitting 250K tokens/day
+→ Then add OpenRouter fallback
+→ Only use GPT-4 for final reviews
+
+** This will reduce token costs by ~90%
+
+** Next Steps
+
+1. Configure Gemini as primary (already partially done)
+2. Add quota tracking
+3. Set alerts at 80% of free limits
+4. Implement tiered routing
+
+** Savings Potential: $100-500/month → $10-50/month