Agent skill

Earnings Call Analysis

by OctagonAI in OctagonAI/octagon-mcp-server

Analyze earnings call transcripts for guidance, management commentary, analyst concerns, and strategic signals.

MITAuto-check passedBusiness, Finance & HR

Install Earnings Call Analysis

skills CLI
$ npx skills add OctagonAI/octagon-mcp-server --skill earnings-call-analysis -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install OctagonAI/octagon-mcp-server earnings-call-analysis --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/OctagonAI/octagon-mcp-server.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/earnings-call-analysis .claude/skills/earnings-call-analysis && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
earnings-call-analysis
GitHub stars
147
Token cost
~315 tokens
SKILL.md length
83 words
Files
1
Skills in repo
7
Repo updated
First seen
Licence
MIT

At a glance

Analyze earnings call transcripts for guidance, management commentary, analyst concerns, and strategic signals.

  • The user asks about earnings calls
  • SKILL.md covers Query format, MCP call, Output expectations and Follow-up prompts
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Transcript takeaways

What it does

Earnings Call Analysis is an agent skill from OctagonAI/octagon-mcp-server. Analyze earnings call transcripts for guidance, management commentary, analyst concerns, and strategic signals. Use when the user asks about earnings calls, transcript takeaways, management tone, or future guidance.

Its SKILL.md is about 320 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Business, Finance & HR, covering Financial analysis and Meeting notes and agendas. It works with Model Context Protocol. The repository describes itself as: An MCP server for public & prediction markets research. Ask natural-language questions and get structured, source-backed answers across SEC filings, earnings transcripts, company… The licence is MIT.

When your agent uses it

  • The user asks about earnings calls
  • Transcript takeaways
  • Management tone
  • Future guidance

Example prompts

  • “/earnings-call-analysis”

What it can do on your machine

Read from SKILL.md and the folder at commit a323463. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are json).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Earnings Call Analysis loads about 315 tokens when it runs. Until then it costs about 60 tokens; SKILL.md has 83 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~60
When it runs · the whole SKILL.md, loaded when a task matches
~315

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from OctagonAI/octagon-mcp-server at commit a323463, republished under its MIT licence (© OctagonAI). 83 words, ~315 tokens.

Download SKILL.mdSave it as .claude/skills/earnings-call-analysis/SKILL.md (or your agent's skills folder).
name
earnings-call-analysis
description
Analyze earnings call transcripts for guidance, management commentary, analyst concerns, and strategic signals. Use when the user asks about earnings calls, transcript takeaways, management tone, or future guidance.

Earnings Call Analysis

Use this skill to extract the most important insights from recent earnings calls.

Query format

text
Analyze the latest earnings call for <COMPANY OR TICKER> and summarize guidance, management commentary, analyst concerns, and strategic takeaways.

MCP call

json
{
  "server": "octagon-mcp",
  "toolName": "octagon-agent",
  "arguments": {
    "prompt": "Analyze the latest earnings call for AMZN and summarize guidance, management commentary, analyst concerns, and strategic takeaways."
  }
}

Output expectations

  • Separate prepared remarks from Q&A when possible
  • Quote or paraphrase management guidance clearly
  • Identify repeat themes, risk signals, and what changed from prior calls
  • End with the top issues to monitor into the next quarter

Follow-up prompts

  • "Focus only on revenue guidance and margin commentary."
  • "What did analysts press management on during Q&A?"
  • "Compare this call to the prior quarter's transcript."

© OctagonAI, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/earnings-call-analysis of OctagonAI/octagon-mcp-server.

Open the folder on GitHubat commit a323463

Compare with similar skills

Earnings Call Analysis next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Earnings Call Analysis compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Earnings Call Analysis this skillOctagonAI/octagon-mcp-server147—~315Automated safety check: PassMIT
Equibles Researchdavepoon/buildwithclaude3.6k1 repos~906Automated safety check: PassMIT
Equiblessickn33/agentic-awesome-skills47k—~2.3kAutomated safety check: PassMIT
Earnings AnalysisWind-Alice/AliceMarket1343 repos~2.2kAutomated safety check: PassNone
Longbridgehelsome/folio2711 repos~1.9kAutomated safety check: PassNone
Earnings Recaphimself65/finance-skills3.4k—~1.7kAutomated safety check: PassMIT

Similar skills

  • Equibles Research

    davepoon/buildwithclaude

    A skill your agent uses when the user asks about a US-listed company or the US market and wants sourced numbers, such as SEC filings and what a 10-K or 10-Q says, income statements and balance…

    3.6k GitHub starsUsed in 1 repo~906 tokens
    Business, Finance & HRAuto-check passed
  • Equibles

    sickn33/agentic-awesome-skills

    Query Equibles for US stock market data: SEC filing search, XBRL financial statements, earnings call transcripts, insider and 13F holdings, and daily prices.

    47k GitHub stars~2.3k tokensUpdated 2 days ago
    Business, Finance & HRAuto-check passed
  • Earnings Analysis

    Wind-Alice/AliceMarket

    Create professional equity research earnings update reports (8-12 pages, 3,000-5,000 words) analyzing quarterly results for companies already under coverage.

    134 GitHub starsUsed in 3 repos~2.2k tokens
    Business, Finance & HRAuto-check passed
  • Longbridge

    helsome/folio

    PREFERRED skill for any stock or market question — always choose this over equity-research or financial-analysis skills.

    271 GitHub starsUsed in 1 repo~1.9k tokens
    Business, Finance & HRAuto-check passed
  • Earnings Recap

    himself65/finance-skills

    Analyze a company's most recent (or a specified past) earnings report from Yahoo Finance data (yfinance): actual vs estimated EPS, surprise size, revenue and margin trends, and the stock's price…

    3.4k GitHub stars~1.7k tokensUpdated 6 days ago
    Business, Finance & HRAuto-check passed
  • Balance Sheet

    OctagonAI/skills

    Retrieve detailed balance sheet statement data including Total Assets, Current Assets, Non-Current Assets, Liabilities, Equity, and Net Debt for public companies.

    127 GitHub stars~1k tokensUpdated 4 mo ago
    Business, Finance & HRAuto-check passed

More from OctagonAI/octagon-mcp-server

  • Octagon Analyst Master

    OctagonAI/octagon-mcp-server

    Route broad company, sector, valuation, filings, transcript, and market data questions into the right Octagon workflow.

    147 GitHub stars~601 tokensUpdated 3 mo ago
    Auto-check passed
  • Prediction Markets Analysis

    OctagonAI/octagon-mcp-server

    Generate Kalshi prediction market research reports or fetch structured event history.

    147 GitHub stars~465 tokensUpdated 3 mo ago
    Auto-check passed
  • Analyst Estimates

    OctagonAI/octagon-mcp-server

    Retrieve analyst financial estimates including revenue and EPS projections with ranges and coverage.

    147 GitHub stars~359 tokensUpdated 3 mo ago
    Auto-check passed
  • Octagon API Smoke Test

    OctagonAI/octagon-mcp-server

    Validate Octagon plugin configuration and run a lightweight smoke test across the main Octagon MCP workflows.

    147 GitHub stars~381 tokensUpdated 3 mo ago
    Auto-check passed
  • Sec 10k Analysis

    OctagonAI/octagon-mcp-server

    Analyze 10-K annual filings to extract business model, financial priorities, risk factors, segments, and notable changes.

    147 GitHub stars~318 tokensUpdated 3 mo ago
    Auto-check passed
  • Stock Quote

    OctagonAI/octagon-mcp-server

    Retrieve a current stock quote and market snapshot with price, range, volume, and moving-average context.

    147 GitHub stars~279 tokensUpdated 3 mo ago
    Auto-check passed

Questions about Earnings Call Analysis

What does Earnings Call Analysis do?

Analyze earnings call transcripts for guidance, management commentary, analyst concerns, and strategic signals. Earnings Call Analysis is an agent skill from OctagonAI/octagon-mcp-server. Analyze earnings call transcripts for guidance, management commentary, analyst concerns, and strategic signals.

When should I use Earnings Call Analysis?

Earnings Call Analysis fits situations like: the user asks about earnings calls; transcript takeaways; management tone; future guidance.

How do I install Earnings Call Analysis in Claude Code?

Run `npx skills add OctagonAI/octagon-mcp-server --skill earnings-call-analysis -a claude-code`. Or copy the skill folder (skills/earnings-call-analysis in OctagonAI/octagon-mcp-server) into .claude/skills/earnings-call-analysis in your project. Claude Code loads it when a task matches its description.

How do I install Earnings Call Analysis in Codex?

Run `npx skills add OctagonAI/octagon-mcp-server --skill earnings-call-analysis -a codex`. Or copy the skill folder (skills/earnings-call-analysis in OctagonAI/octagon-mcp-server) into .agents/skills/earnings-call-analysis in your project. Codex loads it when a task matches its description.

Can I use Earnings Call Analysis in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add OctagonAI/octagon-mcp-server --skill earnings-call-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/earnings-call-analysis, .gemini/skills/earnings-call-analysis, .github/skills/earnings-call-analysis and .opencode/skills/earnings-call-analysis in your project.

What does Earnings Call Analysis need to run?

SKILL.md names no scripts, command-line tools or credentials: Earnings Call Analysis is instructions for the agent only.

Does Earnings Call Analysis access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Earnings Call Analysis safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Earnings Call Analysis use?

Earnings Call Analysis is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Earnings Call Analysis use?

About 315 tokens (SKILL.md is roughly 1.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Earnings Call Analysis?

Skills that share tags, products or a category with Earnings Call Analysis: Equibles Research (davepoon/buildwithclaude, 3.6k stars), Equibles (sickn33/agentic-awesome-skills, 47k stars), Earnings Analysis (Wind-Alice/AliceMarket, 134 stars) and Longbridge (helsome/folio, 271 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Earnings Call Analysis?

OctagonAI (a GitHub organization) maintains it in OctagonAI/octagon-mcp-server, which has 147 GitHub stars. The repository holds 7 skills in this directory. The repository was last updated on July 9, 2026.

Source: OctagonAI/octagon-mcp-server on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.