jjablonski-it

Use when the user mentions AutoMatt, asks for Matt Pocock-style session governance, wants task-lifecycle routing, or needs context-risk and handoff discipline for one long task.

Use when the user asks to roast, audit, rate, or improve their AI-agent usage, prompt quality, context management, model choice, feature usage, verification habits, handoffs, or local session history.

Use when the user message ends with `no mistakes`, asks for paranoid mode, paranoid accuracy, maximum confidence, adversarial validation, broad verification, ambiguity-sensitive work, or correctness-sensitive work.