Executes a single GitHub issue end-to-end on one of three tracks (quick-fix / clear-scope / ambiguous) with mandatory first-principles, self-review, simplify, verify, and board-move discipline. Includes preflight dependency validation and automatic stack detection for language-appropriate best practices. Use for one issue at a time with interactive checkpoints; for autonomous batch shipping across many issues, use auto-ship.