What problem does it solve? Operations work often stalls on judgment calls rather than execution: whether an activity is worth doing, which metrics to watch, or how to design a growth experiment. This Skill distills the reasoning frameworks of operations experts (Huang Youcan, Zhang Liang, Qu Hui) and classic books (The Light of Operations, Lean Analytics, Growth Hacker) into callable advisory perspectives, so you get structured judgment instead of generic advice. ## Core Features & Use Cases - Automatic Routing: Matches your question type (value judgment, system building, metric selection, content strategy, growth experiments) to the 1-2 most suitable expert or methodology perspectives, with a one-line rationale. - Multi-Expert Review Panel: Convenes 3 perspectives in parallel on ambiguous problems and produces a review memo covering consensus, disagreements, conditional conclusions, and blind spots. - Conditional Conclusions: Outputs "under condition A, follow perspective X" style guidance with a prebuilt disagreement map, rather than making the final decision for you. - Use Case: You are debating whether to invest in a content-driven retention campaign. Ask the advisory board, and it routes to Huang Youcan for value judgment and Lean Analytics for metric validation, or runs a full review panel if the question is ambiguous. ## Quick Start Ask the operations advisory board to review whether your planned operations activity is worth doing, pasting your problem, plan, or data.
