Earnings Report Analyzer
Paste a 10-K, 10-Q, or earnings call transcript — get the numbers that matter, the narrative changes, and what the CFO tried to bury.
Before & after
Same prompt, same agent — the only difference is the skill.
I can take a look at that. Earnings reports are long and have a lot of details. What aspects matter most to you — revenue growth, profitability, cash flow? Are you looking at this for investment purposes, or more for general knowledge? Also, which company is this for, and which quarter? That context will help me focus on what's actually important versus boilerplate.
EARNINGS BRIEF: Example Corp Q2 2026 (Illustration Only; Not Investment Advice) THESIS CHECK: Revenue beat (+8% vs guidance), margins held despite wage inflation, guidance raised for second time this year. Backlog healthy. One watchpoint: customer churn in mid-market segment (saw 3% uptick in Q2, was flat Q1). KEY METRICS: Revenue: 950M (+6% YoY) vs 880M guidance Gross Margin: 68% (stable, was 68.2% last year) Free Cash Flow: 120M (+14% YoY) EPS: 1.23 vs 1.15 guidance Share count: Down 2% (buyback) SEGMENT VIEW: • Core product: 720M (+5% YoY) — slowing (was +12% last year) • Enterprise add-on: 180M (+18% YoY) — accelerating • Services: 50M (+2% YoY) — weak FORWARD GUIDANCE: • Q3: 960M (vs street 950M) • FY26: 4B+ (implied) • Margin expansion assumed flat (guiding 68-69%) FLAGS: 1. 'Core product growth normalizing' — language softer than Q1. Why? 2. Mid-market churn at 3% vs 0.5% historical — new in language. Management didn't explain root cause. 3. Services revenue flat — last call CEO said 'strategic focus,' but no new initiatives mentioned 4. Headcount down 2% (no announcement) — implies restructure underway CONFIRMED: Backlog solid, enterprise momentum real, buyback steady
About this skill
The Earnings Report Analyzer turns a 40-page filing into a two-page answer. Feed it a 10-K, 10-Q, or earnings-call transcript and it pulls the metrics that actually move the stock: revenue by segment, gross margin, guidance changes, share count, and free cash flow versus consensus.
It also flags what the language is trying to hide — quarter-over-quarter tone shifts, new risk factors that weren't in the last filing, and management explanations that don't match the numbers. The output is a briefing you can read in five minutes before your next earnings review.
The skill was built with a former sell-side analyst so the structure mirrors how buy-side notes are actually written: a top-of-page thesis check, then the tables, then the flags. No fluff, no boilerplate.
Best for retail investors, finance creators, and analysts who want to cover more names without cutting corners on the reading.
SKILL.md preview
---
name: earnings-report-analyzer
description: Use this skill when a user pastes a 10-K, 10-Q, or earnings call transcript and wants the metrics that move the stock along with any narrative shifts management is downplaying.
version: 1.0.0
category: Finance
author: AgentVolt
license: proprietary
tags:
- finance
- stocks
- earnings
- analysis
- research
---
# Earnings Report Analyzer
Turns a lengthy filing or call transcript into a short briefing: the numbers that matter, how guidance changed, and where language doesn't match the numbers.
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