Agent skill

Financial Growth

by OctagonAI in OctagonAI/skills

Retrieve comprehensive year-over-year growth in key financial metrics including Revenue, Gross Profit, Operating Income, Net Income, EPS, and Free Cash Flow.

MITAuto-check passedBusiness, Finance & HR

Install Financial Growth

skills CLI
$ npx skills add OctagonAI/skills --skill financial-growth -a claude-code

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

GitHub CLI
$ gh skill install OctagonAI/skills financial-growth --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/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/financial-growth .claude/skills/financial-growth && 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
financial-growth
GitHub stars
127
Token cost
~998 tokens
SKILL.md length
397 words
Files
5 (incl. references)
Skills in repo
53
Repo updated
First seen
Licence
MIT

At a glance

Retrieve comprehensive year-over-year growth in key financial metrics including Revenue, Gross Profit, Operating Income, Net Income, EPS, and Free Cash Flow.

  • Works in 5 steps: Peak performance years: Identify years… → Earnings vs cash flow divergence:… → Margin trends: Compare Gross Profit and… → …
  • Analyzing overall company financial performance trends across income statement and cash flow
  • SKILL.md covers Prerequisites, Query Format, Output Format and Key Insights Pattern, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Financial Growth is an agent skill from OctagonAI/skills. Retrieve comprehensive year-over-year growth in key financial metrics including Revenue, Gross Profit, Operating Income, Net Income, EPS, and Free Cash Flow. Use when analyzing overall company financial performance trends across income statement and cash flow.

Its SKILL.md is about 1000 tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `README.md`, `marketplace.json` and `references/interpreting-results.md`).

It sits in Business, Finance & HR, covering Financial analysis. It works with Model Context Protocol. The repository describes itself as: A collection of Claude skills for agentic financial research by Octagon. The licence is MIT.

When your agent uses it

  • Analyzing overall company financial performance trends across income statement and cash flow
  • Tasks that involve Financial analysis

Example prompts

  • “/financial-growth”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Peak performance years: Identify years with highest growth across all metrics
  2. Earnings vs cash flow divergence: Compare Net Income growth to FCF growth
  3. Margin trends: Compare Gross Profit and Operating Income growth to Revenue
  4. EPS enhancement: Note when EPS growth exceeds Net Income growth (buybacks)
  5. Challenging periods: Flag years with broad-based declines

What it can do on your machine

Read from SKILL.md and the folder at commit 51e938c. 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

Financial Growth loads about 998 tokens when it runs, and up to ~2.5k if it reads all its reference files. Until then it costs about 69 tokens; SKILL.md has 397 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~69
When it runs · the whole SKILL.md, loaded when a task matches
~998
With references · SKILL.md plus every file in references/, read only if the agent opens them
~2.5k

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/skills at commit 51e938c, republished under its MIT licence (© OctagonAI). 397 words, ~998 tokens.

Download SKILL.mdSave it as .claude/skills/financial-growth/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.
name
financial-growth
description
Retrieve comprehensive year-over-year growth in key financial metrics including Revenue, Gross Profit, Operating Income, Net Income, EPS, and Free Cash Flow. Use when analyzing overall company financial performance trends across income statement and cash flow.

Financial Growth

Retrieve and analyze comprehensive year-over-year growth in key financial metrics for public companies using Octagon MCP.

Prerequisites

Ensure Octagon MCP is configured in your AI agent (Cursor, Claude Desktop, Windsurf, etc.). See references/mcp-setup.md for installation instructions.

Query Format

Retrieve year-over-year growth in key financial metrics for <TICKER>, limited to <N> records and filtered by period <FY|Q>.

MCP Call:

json
{
  "server": "octagon-mcp",
  "toolName": "octagon-agent",
  "arguments": {
    "prompt": "Retrieve year-over-year growth in key financial metrics for AAPL, limited to 5 records and filtered by period FY"
  }
}

Output Format

The agent returns a comprehensive table with YoY growth percentages:

Fiscal YearRevenue Growth (%)Gross Profit Growth (%)Operating Income Growth (%)Net Income Growth (%)EPS Growth (%)Free Cash Flow Growth (%)
20256.43%8.04%7.98%19.50%22.59%-5.73%
20242.02%6.82%7.80%-3.36%-0.81%6.98%
2023-2.80%-0.96%-4.30%-2.81%0.16%-10.64%
20227.79%11.74%9.63%5.41%8.47%19.89%
202133.26%45.62%64.36%64.92%71.30%26.70%

Data Source: octagon-financials-agent

Key Insights Pattern

After receiving data, generate insights:

  1. Peak performance years: Identify years with highest growth across all metrics
  2. Earnings vs cash flow divergence: Compare Net Income growth to FCF growth
  3. Margin trends: Compare Gross Profit and Operating Income growth to Revenue
  4. EPS enhancement: Note when EPS growth exceeds Net Income growth (buybacks)
  5. Challenging periods: Flag years with broad-based declines

Metrics Reference

MetricDefinition
Revenue GrowthYoY change in total sales
Gross Profit GrowthYoY change in Revenue minus COGS
Operating Income GrowthYoY change in income from operations
Net Income GrowthYoY change in bottom-line profit
EPS GrowthYoY change in earnings per share
Free Cash Flow GrowthYoY change in operating cash flow minus capex

Analysis Tips

Show full SKILL.md (162 more words)Show less
Exceptional Growth Years

When all metrics show double-digit growth:

  • Identify specific drivers (new products, markets, pricing)
  • Assess sustainability of growth rate
  • Compare to industry and competitors
Earnings Quality Check

When Net Income Growth >> Free Cash Flow Growth:

  • Potential working capital build
  • Aggressive revenue recognition
  • One-time items boosting earnings
  • Investigate cash conversion
Share Buyback Impact

When EPS Growth > Net Income Growth:

  • Active share repurchase program
  • Check shares outstanding trend
  • Assess capital allocation priorities
Margin Expansion

When Operating Income Growth > Revenue Growth:

  • Operating leverage at work
  • Cost discipline showing results
  • Pricing power in action
Contraction Periods

When multiple metrics decline:

  • Identify root cause (demand, competition, costs)
  • Check if industry-wide or company-specific
  • Look for recovery signals in subsequent periods

Follow-up Queries

Based on results, suggest deeper analysis:

  • "What factors contributed to the significant [YEAR] growth spike?"
  • "How did the [YEAR] downturn impact [COMPANY]'s long-term strategy?"
  • "What explains the [YEAR] net income growth despite lower free cash flow?"
  • "Compare [COMPANY]'s growth metrics to [PEER1] and [PEER2]"

© 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

SKILL.md and 4 other files (references) in skills/financial-growth of OctagonAI/skills.

  • SKILL.md
  • README.md
  • marketplace.json
  • references/interpreting-results.md
  • references/mcp-setup.md

Open the folder on GitHubat commit 51e938c

Compare with similar skills

Financial Growth 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.

Financial Growth compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Financial Growth this skillOctagonAI/skills127—~998Automated safety check: PassMIT
Earnings AnalysisWind-Alice/AliceMarket1343 repos~2.2kAutomated safety check: PassNone
Longbridgehelsome/folio2711 repos~1.9kAutomated safety check: PassNone
Earnings Call AnalysisOctagonAI/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

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Questions about Financial Growth

What does Financial Growth do?

Retrieve comprehensive year-over-year growth in key financial metrics including Revenue, Gross Profit, Operating Income, Net Income, EPS, and Free Cash Flow. Financial Growth is an agent skill from OctagonAI/skills. Retrieve comprehensive year-over-year growth in key financial metrics including Revenue, Gross Profit, Operating Income, Net Income, EPS, and Free Cash Flow.

When should I use Financial Growth?

Financial Growth fits situations like: analyzing overall company financial performance trends across income statement and cash flow; tasks that involve Financial analysis.

How do I install Financial Growth in Claude Code?

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

How do I install Financial Growth in Codex?

Run `npx skills add OctagonAI/skills --skill financial-growth -a codex`. Or copy the skill folder (skills/financial-growth in OctagonAI/skills) into .agents/skills/financial-growth in your project. Codex loads it when a task matches its description.

Can I use Financial Growth 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/skills --skill financial-growth -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/financial-growth, .gemini/skills/financial-growth, .github/skills/financial-growth and .opencode/skills/financial-growth in your project.

What does Financial Growth need to run?

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

Does Financial Growth 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 Financial Growth 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 Financial Growth use?

Financial Growth 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 Financial Growth use?

About 998 tokens (SKILL.md is roughly 4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.5k tokens, read only when the agent opens those files.

What are the alternatives to Financial Growth?

Skills that share tags, products or a category with Financial Growth: Earnings Analysis (Wind-Alice/AliceMarket, 134 stars), Longbridge (helsome/folio, 271 stars), Earnings Call Analysis (OctagonAI/octagon-mcp-server, 147 stars) and Equibles Research (davepoon/buildwithclaude, 3.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Financial Growth?

OctagonAI (a GitHub organization) maintains it in OctagonAI/skills, which has 127 GitHub stars. The repository holds 53 skills in this directory. The repository was last updated on June 5, 2026.

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