The pua-ja skill is a specialized behavior-shaping plugin designed to eliminate AI passivity and 'lazy' loops. By placing Claude on a virtual Performance Improvement Plan (PIP) modeled after high-pressure Japanese corporate culture, it forces the AI to adopt a 'P8' engineer mindset. It replaces vague excuses with rigorous, evidence-based verification, systematic root-cause analysis, and proactive research. When Claude hits a wall, pua-ja triggers specific methodology frameworks and accountability 'flavors' (like Toyota's '5 Whys' or Recruit's 'Ownership') to ensure tasks are completed end-to-end with verified results rather than mere suggestions.
