Rapid Convergence
Rapid Convergence
Achieve methodology convergence in 3-4 iterations through structural optimization, not rushing.
Rapid convergence is not about moving fast - it's about recognizing when structural factors naturally enable faster progress without sacrificing quality.
When to Use This Skill
Use this skill when:
- 🎯 Planning new experiment: Want to estimate iteration count and timeline
- 📊 Clear baseline exists: Can quantify current state with V_meta(s₀) ≥ 0.40
- 🔍 Focused domain: Can describe scope in <3 sentences without ambiguity
- ✅ Direct validation: Can validate with historical data or single context
- ⚡ Time constraints: Need methodology in 10-15 hours vs 20-30 hours
- 🧩 Generic agents sufficient: No complex specialization needed
Don't use when:
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