What problem does it solve? Turning a vague activity idea into an executable operations plan usually means rethinking goals, budget, mechanics, risk control, and ROI from scratch every time. This Skill structures that process so you get a complete, reviewable activity plan grounded in your real materials instead of invented numbers. ## Core Features & Use Cases - Activity Health Check: Evaluates whether an activity is worth doing by checking goal clarity, target users, and ROI estimability before design begins. - Structured Plan Generation: Produces a full plan covering overview, activity mechanics, page/material requirements, anti-fraud and compliance, cost-benefit calculation, execution timeline, and acceptance metrics with tracking events. - Evidence-Graded Output: Labels conclusions as data-supported, strong inference, or speculation, and marks missing information as [待确认] rather than fabricating data. - Use Case: You want to run a referral campaign to acquire new users with a fixed budget. Provide your goal, budget, and time window, and receive a complete plan with incentive design, touchpoint schedule, anti-abuse rules, ROI estimate, and a review-ready execution timeline. ## Quick Start Ask the AI to use operations-activity-planner to turn your activity idea, goal, budget, and time window into a complete executable activity plan with ROI estimation.