MathCaz

grill-me-m

Interview the user relentlessly about a plan, design, or topic until reaching shared understanding. Walks each branch of the decision tree. Decisions are captured in a distilled brainstorm file (delegated to notes-M). Use when user wants to stress-test a plan, get grilled, run a discovery session, or says "grill me".

handoff-m

Hand off either the full conversation OR a single topic/sub-thread to another agent. Use `full` to compact the entire session for a fresh agent (current session typically ends). Use `topic` to extract one sub-thread (a bug spotted on the side, a tangential idea) for another agent while you keep working in the current one.

Data & Documents Listed

html-report-m

Generate a self-contained HTML report (dashboard, analysis write-up, results summary, status report) saved locally so it can be versioned in GitHub, with an optional shareable claude.ai Artifact replica for non-technical stakeholders (PO, leadership). Use whenever the user asks for an "HTML report", "report", "dashboard", "visual summary", "write this up as HTML", or wants findings/data presented as a viewable page.

notes-m

Persistent, distilled note-taking for any multi-turn topic — investigations, debugging, design discussions, data analyses, brainstorms, grill-me sessions. Each topic gets its own folder (`<parent>/<YYYY-MM-DD>-<topic-slug>/`) containing `<topic-slug>-notes.md` plus any side artifacts (reports, exports, diagrams). Survives `/compact`, session end, and multi-day work. Auto-invokes when starting a multi-step topic; can also be invoked explicitly.

skill-m

Create well-structured Claude Code skills following official best practices. Use when building new skills, improving existing ones, or understanding skill architecture. Covers frontmatter, invocation control, and performance optimization.

sql-style-m

SQL style and structure rules for Claude-written SQL. Snowflake-tested but mostly vendor-neutral. Auto-applies whenever SQL is being written in dbt projects, .sql files, or Dagster asset files.