Agent skill

Sec 10k Analysis

by OctagonAI in OctagonAI/octagon-mcp-server

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

MITAuto-check passedBusiness, Finance & HR

Install Sec 10k Analysis

skills CLI
$ npx skills add OctagonAI/octagon-mcp-server --skill sec-10k-analysis -a claude-code

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

GitHub CLI
$ gh skill install OctagonAI/octagon-mcp-server sec-10k-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/sec-10k-analysis .claude/skills/sec-10k-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
sec-10k-analysis
GitHub stars
147
Token cost
~318 tokens
SKILL.md length
79 words
Files
1
Skills in repo
7
Repo updated
First seen
Licence
MIT

At a glance

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

  • The user asks about 10-Ks
  • 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
  • SEC risk factors

What it does

Sec 10k Analysis is an agent skill from OctagonAI/octagon-mcp-server. Analyze 10-K annual filings to extract business model, financial priorities, risk factors, segments, and notable changes. Use when the user asks about 10-Ks, annual filings, SEC risk factors, or filing-based due diligence.

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 Fundraising and pitch decks and Product strategy. 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 10-Ks
  • SEC risk factors
  • Filing-based due diligence

Example prompts

  • “/sec-10k-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

Sec 10k Analysis loads about 318 tokens when it runs. Until then it costs about 60 tokens; SKILL.md has 79 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
~318

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). 79 words, ~318 tokens.

Download SKILL.mdSave it as .claude/skills/sec-10k-analysis/SKILL.md (or your agent's skills folder).
name
sec-10k-analysis
description
Analyze 10-K annual filings to extract business model, financial priorities, risk factors, segments, and notable changes. Use when the user asks about 10-Ks, annual filings, SEC risk factors, or filing-based due diligence.

SEC 10-K Analysis

Use this skill for annual filing due diligence and risk review.

Query format

text
Analyze the latest 10-K for <COMPANY OR TICKER> and summarize the business model, key risks, segment performance, and material changes versus the prior year.

MCP call

json
{
  "server": "octagon-mcp",
  "toolName": "octagon-agent",
  "arguments": {
    "prompt": "Analyze the latest 10-K for MSFT and summarize the business model, key risks, segment performance, and material changes versus the prior year."
  }
}

Output expectations

  • Start with a short business overview
  • Pull out the most material risks instead of listing everything
  • Highlight reporting segments, capital allocation, and accounting watch items
  • Compare important changes to the prior annual filing when evidence is available

Follow-up prompts

  • "Expand only the risk factors section."
  • "Compare the current 10-K to last year's filing."
  • "Extract segment performance and margin commentary."

© 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/sec-10k-analysis of OctagonAI/octagon-mcp-server.

Open the folder on GitHubat commit a323463

Compare with similar skills

Sec 10k 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.

Sec 10k Analysis compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Sec 10k Analysis this skillOctagonAI/octagon-mcp-server147—~318Automated safety check: PassMIT
Dd SourcingAbilityai/trinity636—~664Automated safety check: PassApache-2.0
Dd VerificationAbilityai/trinity636—~635Automated safety check: PassApache-2.0
Chief Data Officer Advisoralirezarezvani/claude-skills28k—~2.9kAutomated safety check: PassMIT
Datapack Builderw95/awesome-claude-corporate-skills2441 repos~6kAutomated safety check: PassMIT
C Level AdvisorLeoYeAI/openclaw-master-skills2.2k—~1.6kAutomated safety check: PassMIT

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Questions about Sec 10k Analysis

What does Sec 10k Analysis do?

Analyze 10-K annual filings to extract business model, financial priorities, risk factors, segments, and notable changes. Sec 10k Analysis is an agent skill from OctagonAI/octagon-mcp-server. Analyze 10-K annual filings to extract business model, financial priorities, risk factors, segments, and notable changes.

When should I use Sec 10k Analysis?

Sec 10k Analysis fits situations like: the user asks about 10-Ks; SEC risk factors; filing-based due diligence.

How do I install Sec 10k Analysis in Claude Code?

Run `npx skills add OctagonAI/octagon-mcp-server --skill sec-10k-analysis -a claude-code`. Or copy the skill folder (skills/sec-10k-analysis in OctagonAI/octagon-mcp-server) into .claude/skills/sec-10k-analysis in your project. Claude Code loads it when a task matches its description.

How do I install Sec 10k Analysis in Codex?

Run `npx skills add OctagonAI/octagon-mcp-server --skill sec-10k-analysis -a codex`. Or copy the skill folder (skills/sec-10k-analysis in OctagonAI/octagon-mcp-server) into .agents/skills/sec-10k-analysis in your project. Codex loads it when a task matches its description.

Can I use Sec 10k 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 sec-10k-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/sec-10k-analysis, .gemini/skills/sec-10k-analysis, .github/skills/sec-10k-analysis and .opencode/skills/sec-10k-analysis in your project.

What does Sec 10k Analysis need to run?

SKILL.md names no scripts, command-line tools or credentials: Sec 10k Analysis is instructions for the agent only.

Does Sec 10k 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 Sec 10k 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 Sec 10k Analysis use?

Sec 10k 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 Sec 10k Analysis use?

About 318 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 Sec 10k Analysis?

Skills that share tags, products or a category with Sec 10k Analysis: Dd Sourcing (Abilityai/trinity, 636 stars), Dd Verification (Abilityai/trinity, 636 stars), Chief Data Officer Advisor (alirezarezvani/claude-skills, 28k stars) and Datapack Builder (w95/awesome-claude-corporate-skills, 244 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Sec 10k 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.