Proactive Claude skill discovery and onboarding. Trigger at the start of a new session or project, when the user asks "what should I do/install/use", when no skills are installed yet, or when the user repeats a manual task 3+ times. Observe quietly, serve one precise recommendation, install on approval, and guide the user to use it immediately — in this same session. Never show a menu. Bundled with the claude-omakase MCP server.
Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan, get grilled on their design, or mentions "grill me".
Review a code diff or file for correctness bugs, security issues, and clear simplifications. One finding per line, severity-tagged. Use when user wants fast, focused code review.
Deeply explain any code, concept, system, or error in a way that builds genuine understanding. Use when user wants to understand something rather than just fix it.
Help the user create a new Claude Code skill (SKILL.md). Use when user wants to automate a recurring workflow or capture a reusable instruction set.
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