What problem does it solve? Preparing for a company's quarterly earnings report requires gathering consensus estimates, identifying the metrics that matter, and framing bull/bear scenarios — a time-consuming process that is easy to do inconsistently. This Skill structures that preparation into a repeatable one-page earnings preview. ## Core Features & Use Cases - Consensus Estimate Gathering: Pulls revenue, EPS, and segment-level estimates via web search, noting source and date. - Key Metrics Framework: Builds a sector-specific "what to watch" list covering financial metrics (margins, FCF, guidance) and operational metrics (ARR, same-store sales, backlog, NIM). - Scenario Analysis: Produces a bull/base/bear table with operational drivers, management commentary signals, and historical stock reaction context. - Use Case: Before a company like a SaaS firm reports Q3, ask for an earnings preview to get consensus estimates, the ARR and net retention metrics to watch, three scenarios with stock implications, and a catalyst checklist including the options-implied move. ## Quick Start Ask the assistant to build an earnings preview for a specific company and quarter, such as previewing Q3 earnings for a company you follow.