Implement Change
Execute an implementation plan phase by phase, producing working code with verification at each step.
Design Philosophy
While implementing, consult [references/software-design-philosophy.md](references/software-design-philosophy.md) for code-level design principles. Watch for red flags: shallow modules, information leakage, pass-through methods, temporal decomposition.
Principles
- Understand before coding — read all relevant files thoroughly first
- **Phase by
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