Deep analysis from the perspective of a specific thought leader or framework. Use when someone wants to examine a situation through a particular lens — "what would Will Larson say?" or "apply systems thinking to this" or "think about this like Charity Majors would."
Open-ended brainstorming and idea exploration grounded in engineering leadership frameworks and thought leaders. Use when someone wants to think through a challenge broadly, bounce ideas around, or explore a topic without a specific deliverable in mind.
Update an existing thought leader profile with new material — new books, articles, talks, framework evolutions, or recent perspectives. Use when a thought leader publishes new work or when their thinking has evolved.
Add a new thought leader to the knowledge base with a profile, frameworks, and CLAUDE.md integration. Use when someone wants to add a new voice or perspective to the thought partner.
Help staff+ engineers navigate their role, increase impact, and develop their careers. Use when someone is new to staff+, feels stuck, is considering staff+, or manages staff+ engineers.
Help design engineering team structures that align with product architecture and organizational goals. Use when planning a reorg, adding headcount, seeing coordination problems, or evaluating current structure.
Help diagnose organizational challenges using systems thinking and established frameworks. Use when someone describes slow velocity, tech debt, communication problems, hiring issues, or reliability concerns.
Help craft effective engineering strategies using the Diagnosis, Policies, Actions framework. Use when writing a strategy document, starting a new leadership role, aligning a team on direction, or preparing for planning season.