Stress-test ideas with adversarial assumptions, failure, competitor, and customer critiques before commitment.
Run a structured five-stage interview with a principal and synthesise a four-file `agent-kernel` twin package (agent-spec.yaml, identity.md, guardrails.md, curated skills, and optional conative profile). Use when a new principal needs a twin from scratch, when an existing twin needs a re-interview to refresh identity or guardrails, or when a partner wants to demonstrate the kernel methodology end-to-end.
Translate a principal's conative profile into authentic twin behavior, tools, guardrails, and evaluation tests.
Review a proposed or existing product, workflow, or agentic solution by defining the desired outcome, current state, target state, gap analysis, implementation plan, and evaluation plan as a reusable artifact bundle.
Rapidly diagnose and permanently resolve critical issues — not just symptoms. Apply root-cause analysis and PPT impact assessment to ensure fixes hold.
Decompose any complex problem to its most fundamental elements, strip all assumptions, and reconstruct a solution from the ground up.
Design a four-tier governance model (Objective → Strategy → Tactic → Action) with explicit reasoning fields at each level, ensuring every automated action is traceable back to a human-authored business objective in under 30 seconds.
Evaluate any idea or initiative using the PPT (People, Process, Technology) framework combined with Revenue, Risk, and Cost dimensions. Produces a scored, comparable assessment with quantitative analysis.