What problem does it solve? Engineers often believe they understand a design or plan until someone challenges it. This Skill pressure-tests your grasp of a feature, migration, or architecture by simulating a demanding engineering manager who asks one probing question at a time and exposes gaps in requirements, trade-offs, and operational readiness. ## Core Features & Use Cases - Multi-Round Probing Loop: Runs an adaptive questioning session covering problem framing, functional and non-functional requirements, assumptions, architecture trade-offs, and rollout risks. - Critical Feedback After Each Answer: Evaluates clarity, correctness, precision, and missing assumptions, then adapts the next question to the weakest area. - Scored Markdown Report: Writes a structured report with a 10-category rubric (comprehension, correctness, precision, depth, reasoning, and more) to probe_understanding/<timestamp>_<topic>/main.md. - Use Case: Before a design review, rehearse explaining your database migration plan and receive a scorecard showing that your rollback strategy and failure-mode analysis need work. ## Quick Start Ask the assistant to act as your engineering manager and pressure-test your design or implementation plan, then answer its questions one at a time.
