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.
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: "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."
version: 1.0.0
category: Finance
author: Robert Benjamin
license: proprietary
tags:
- finance
- stocks
- earnings
- analysis
- research
---
# 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.
## Overview
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.
## How to use
1. Unzip the skill into your agent's skills directory.
2. Reference it by name (`Earnings Report Analyzer`) when prompting your agent.
3. The skill loads its instructions, prompt patterns, and any
supporting files automatically — no extra setup.
## Works with
- Claude (Anthropic)
- ChatGPT (OpenAI)
- Cursor
- Codex
- Gemini
- 20+ MCP-compatible agents