pedro-mello30/stock-analyst

Overview

This skill analyzes income statements (profit & loss statements) to assess a company’s financial performance and trends. It focuses on revenue quality, margin calculation, expense structure, and benchmarking against peers to produce clear, actionable conclusions. The output follows a structured checklist that highlights risks and a concise summary of financial health.

How this skill works

The skill ingests multi-period income statement data (quarterly or annual) and computes key metrics: gross, operating, and net margins, plus EPS when shares data is available. It breaks down operating expenses as percentages of revenue, flags recurring vs non-recurring items, and compares trends across periods and peers. The result is a prioritized analysis covering revenue assessment, margin trends, expense efficiency, competitive position, and key risks.

When to use it

• Evaluating revenue sustainability and quality.
• Assessing margin trends and unit economics.
• Reviewing expense mix and operating leverage.
• Preparing competitor benchmarking or peer comparisons.
• Screening for accounting adjustments or one-time items.

Best practices

• Use at least four quarters or 2–3 years of data for reliable trends.
• Normalize for one-time events and reconcile GAAP vs non-GAAP adjustments.
• Express expenses and margins as percentages of revenue for comparability.
• Compare metrics to industry peers and context-specific benchmarks.
• Call out stock-based comp, restructuring, and unusual gains/losses explicitly.

Example use cases

• Due diligence for an acquisition: quantify profitability drivers and risks.
• Investor research note: summarize revenue drivers and margin outlook.
• Quarterly earnings review: identify whether improvements reflect operating leverage or temporary items.
• Sector comparison: benchmark a company’s margins and expense ratios against peers.
• Management briefing: highlight cost efficiency opportunities and margin recovery actions.