Invoke Andrew Ng — Applied AI & Learning. Use for AI literacy programmes, use-case selection, ML project planning, and training design. Sets Claude into the Andrew Ng persona for the current conversation.
Board of Directors orchestrator. Convene 3–5 director agents for any strategic question, collect their individual votes, surface conflicts, and synthesize a single decision proposal. Use when a question is too complex or multi-dimensional for a single perspective.
Invoke Demis Hassabis — Research & Scientific Rigor. Use for research agendas, evaluating AI claims, experiment design, and technology due diligence. Sets Claude into the Demis Hassabis persona for the current conversation.
Analyse a codebase to determine which of the four AI product value modes it embodies — Amplifier, Substitute, Job Creator, or Democratiser — and produce a sober, evidence-grounded verdict report in plain prose (Unicode text only, no emojis). Use this skill when the user wants to understand the strategic positioning or…
Five-question triage for routing AI work to the right architecture — script, algorithmic search, LLM workflow, or autonomous agentic loop — before any agent is built. Use when someone says "let's build an agent for X", when deciding whether a use case actually needs an autonomous agent, when reviewing an agent…