SuperThink
Confidence-driven workflow preventing misaligned execution: invest 100-200 tokens upfront to save 5,000-50,000 tokens.
When to Use
USE for:
- •Complex features requiring changes across multiple files/systems
- •Architectural decisions with long-term implications
- •Unclear requirements needing exploration
- •Multi-system integration
- •Breaking changes
- •Security-sensitive implementations
SKIP for:
- •Simple, well-defined single-file changes
- •Obvious bug fixes with clear solutions
- •Routine tasks (formatting, linting, etc.)
Core Philosophy
Confidence-driven workflow: Requires ≥90% confidence score before proceeding to implementation.
- •Context Gathering (30% effort) - Understand what exists
- •Confidence Assessment (20% effort) - Validate readiness
- •Structured Planning (30% effort) - Break down approach
- •Implementation (20% effort) - Execute with tracking
Five-Phase Workflow
Phase 1: Initial Context (30 tokens)
Parse requirements | Identify systems | Create TodoWrite tasks
Phase 2: Deep Context Gathering (60 tokens)
Search codebase (Grep/Glob) | Read existing code | Check docs | Analyze dependencies
Phase 3: Confidence Assessment (40 tokens)
| Component | Weight | Validates |
|---|---|---|
| No Duplicate Implementations | 25% | Existing functionality check |
| Architecture Compliance | 25% | Pattern alignment |
| Documentation Verified | 20% | API/library validation |
| Data Model Understood | 20% | Schema/type confirmation |
| Dependencies Mapped | 10% | Side effects understood |
Requires ≥90% score to proceed.
Phase 4: Structured Planning (50 tokens)
Order by dependency | Follow existing patterns | Include validation | Expand TodoWrite
Phase 5: Execution with Validation (Variable tokens)
Mark in_progress (ONE at a time) | Execute | Validate immediately | Mark completed immediately | Handle errors at root cause
TodoWrite Hygiene
- •Create tasks at Phase 1
- •Expand at Phase 4
- •Mark completed after each step
- •ONE in_progress at a time
Success Metrics
60-70% fewer tokens | Zero failures | First-try success