Searching protocol for "escape-hatch"
Polish code changes by removing AI slop.
Auto-clarify vague requests for precise outcomes.
Run phase-aware regression tests for value.
Guide to robust React patterns and anti-patterns.
Coordinate, adapt, and deliver value fast.
Tests what exists, adapting to project maturity.
Master micro-task workflows within context budgets.
Coordinate NWB conversion with natural language
End-to-end feature orchestration.
Turn free users into paying customers at scale.
Master React rendering: effects, refs, and hooks.
Frame problems, craft options, and ship strategy.