Strip the AI-isms out of any text — em-dash overuse, "It's not just X, it's Y", inflated significance, sycophantic openers, rule-of-three padding. Use when the user says "humanize this", "make this less AI", "tighten this", or pastes obviously-AI prose and asks for a rewrite.
Answer a natural-language question by writing a SELECT against the user's connected database via the QueryBear MCP. Use when the user asks "how many", "which users", "what's our", "give me a list of", or otherwise asks a question whose answer lives in their database.
Interview the user relentlessly about a plan or design until every branch of the decision tree is resolved. Use when the user says "grill me", "stress-test this plan", "poke holes in this", or "what am I missing".
Look at what the user keeps re-explaining to the agent and propose new SKILL.md files that would replace those repeated explanations. Use when the user says "what skills should I have", "suggest skills", "audit my skills", or when you notice you're being asked the same kind of task three times in a row.
Take a raw bug report and turn it into a clean, prioritized ticket with a title, repro steps, and severity. Use when the user says "triage this", pastes a support escalation, or asks "what's this bug".
Read a pull request diff like a senior engineer. Flag risk, suggest tests, point out missing edge cases. Use when the user asks to "review PR", "look at this diff", or pastes a GitHub PR URL.