SEO Project Setup
every-app/open-seo
Populate a project's shared OpenSEO context — site scope, goals, positioning, competitors, key pages, and preferences — plus MCP checks and Search Console intake.
Extract and analyze business descriptions and competitive landscape from SEC filings using Octagon MCP.
Install Sec Business Desc Analysis
$ npx skills add OctagonAI/skills --skill sec-business-desc-analysis -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install OctagonAI/skills sec-business-desc-analysis --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/OctagonAI/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/sec-business-desc-analysis .claude/skills/sec-business-desc-analysis && rm -rf skills-srcUse ~/.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/
Install the "sec-business-desc-analysis" agent skill from https://github.com/OctagonAI/skills/tree/main/skills/sec-business-desc-analysis into .claude/skills/sec-business-desc-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sec-business-desc-analysis", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/OctagonAI/skills/tree/main/skills/sec-business-desc-analysisType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add OctagonAI/skills --skill sec-business-desc-analysis -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install OctagonAI/skills sec-business-desc-analysis --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/OctagonAI/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/sec-business-desc-analysis .agents/skills/sec-business-desc-analysis && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "sec-business-desc-analysis" agent skill from https://github.com/OctagonAI/skills/tree/main/skills/sec-business-desc-analysis into .agents/skills/sec-business-desc-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sec-business-desc-analysis", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add OctagonAI/skills --skill sec-business-desc-analysis -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install OctagonAI/skills sec-business-desc-analysis --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/OctagonAI/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/sec-business-desc-analysis .cursor/skills/sec-business-desc-analysis && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "sec-business-desc-analysis" agent skill from https://github.com/OctagonAI/skills/tree/main/skills/sec-business-desc-analysis into .cursor/skills/sec-business-desc-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sec-business-desc-analysis", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/OctagonAI/skills.git --path skills/sec-business-desc-analysis--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add OctagonAI/skills --skill sec-business-desc-analysis -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install OctagonAI/skills sec-business-desc-analysis --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/OctagonAI/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/sec-business-desc-analysis .gemini/skills/sec-business-desc-analysis && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "sec-business-desc-analysis" agent skill from https://github.com/OctagonAI/skills/tree/main/skills/sec-business-desc-analysis into .gemini/skills/sec-business-desc-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sec-business-desc-analysis", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install OctagonAI/skills sec-business-desc-analysisInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add OctagonAI/skills --skill sec-business-desc-analysis -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/OctagonAI/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/sec-business-desc-analysis .github/skills/sec-business-desc-analysis && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "sec-business-desc-analysis" agent skill from https://github.com/OctagonAI/skills/tree/main/skills/sec-business-desc-analysis into .github/skills/sec-business-desc-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sec-business-desc-analysis", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add OctagonAI/skills --skill sec-business-desc-analysis -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install OctagonAI/skills sec-business-desc-analysis --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/OctagonAI/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/sec-business-desc-analysis .opencode/skills/sec-business-desc-analysis && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "sec-business-desc-analysis" agent skill from https://github.com/OctagonAI/skills/tree/main/skills/sec-business-desc-analysis into .opencode/skills/sec-business-desc-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sec-business-desc-analysis", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
sec-business-desc-analysis- GitHub stars
- 127
- Token cost
- ~2.1k tokens
- SKILL.md length
- 693 words
- Files
- 5 (incl. references)
- Skills in repo
- 53
- Repo updated
- First seen
- Licence
- MIT
At a glance
Extract and analyze business descriptions and competitive landscape from SEC filings using Octagon MCP.
- Works in 4 steps: Identify Analysis Parameters → Execute Query via Octagon MCP → Expected Output → …
- Researching company business models
- SKILL.md covers Prerequisites, Workflow, Example Queries and Item 1 Components, plus 6 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Sec Business Desc Analysis is an agent skill from OctagonAI/skills. Extract and analyze business descriptions and competitive landscape from SEC filings using Octagon MCP. Use when researching company business models, market positioning, competitive advantages, industry dynamics, and strategic focus areas from Item 1 disclosures.
Its SKILL.md is about 2.1k 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 Marketing & SEO, covering Product strategy, Positioning and messaging and MCP servers. It works with Model Context Protocol and SEC EDGAR. 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
- Researching company business models
- Market positioning
- Competitive advantages
- Industry dynamics
Example prompts
- “/sec-business-desc-analysis”
Workflow steps
4 steps, taken from the step headings in SKILL.md.
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
Sec Business Desc Analysis loads about 2.1k tokens when it runs, and up to ~4.7k if it reads all its reference files. Until then it costs about 73 tokens; SKILL.md has 693 words of instructions outside code blocks.
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). 693 words, ~2,128 tokens.
Download SKILL.mdSave it as
.claude/skills/sec-business-desc-analysis/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.- name
- sec-business-desc-analysis
- description
- Extract and analyze business descriptions and competitive landscape from SEC filings using Octagon MCP. Use when researching company business models, market positioning, competitive advantages, industry dynamics, and strategic focus areas from Item 1 disclosures.
SEC Business Description Analysis
Extract and summarize business descriptions and competitive landscape from SEC filings for public companies using the Octagon MCP server.
Prerequisites
Ensure Octagon MCP is configured in your AI agent (Cursor, Claude Desktop, Windsurf, etc.). See references/mcp-setup.md for installation instructions.
Workflow
1. Identify Analysis Parameters
Determine the following before querying:
- Ticker: Stock symbol (e.g., AAPL, MSFT, GOOGL)
- Focus Area (optional): Business model, competition, strategy
- Comparison (optional): Prior years, competitors
2. Execute Query via Octagon MCP
Use the octagon-agent tool with a natural language prompt:
Extract and summarize the business description and competitive landscape from <TICKER>'s latest 10-K filing.MCP Call Format:
{
"server": "octagon-mcp",
"toolName": "octagon-agent",
"arguments": {
"prompt": "Extract and summarize the business description and competitive landscape from GOOGL's latest 10-K filing."
}
}3. Expected Output
The agent returns structured business analysis including:
Business Structure:
- Primary segments: Google Services, Google Cloud
- Other Bets: Early-stage ventures
- Core mission and strategic focus
Competitive Landscape:
- Key competitive sectors
- Competitive strengths (innovation, brand, AI investments)
- Market positioning
Data Sources: octagon-sec-agent
4. Interpret Results
See references/interpreting-results.md for guidance on:
- Understanding business model components
- Evaluating competitive positioning
- Analyzing strategic priorities
- Comparing across competitors
Example Queries
Full Business Analysis:
Extract and summarize the business description and competitive landscape from GOOGL's latest 10-K filing.Segment Focus:
Describe the business segments and their revenue contribution for AMZN from the latest 10-K.Competitive Analysis:
What does MSFT identify as its key competitive advantages in the cloud computing market?Strategic Priorities:
Extract the strategic priorities and growth initiatives from AAPL's latest 10-K business description.Market Position:
How does META describe its competitive position in the social media and advertising markets?Year-over-Year Comparison:
Compare the business description section between TSLA's 2024 and 2023 10-K filings.Item 1 Components
Business Overview
| Section | Content |
|---|---|
| General | Company history, structure, mission |
| Products & Services | Offerings, features, capabilities |
| Segments | Business unit descriptions |
| Revenue Model | How the company generates revenue |
| Customers | Target markets, key customers |
Industry & Competition
| Section | Content |
|---|---|
| Industry Background | Market size, trends, dynamics |
| Competitive Landscape | Key competitors, market position |
| Competitive Factors | Basis of competition |
| Barriers to Entry | Moats and advantages |
| Market Share | Position in key markets |
Operations
| Section | Content |
|---|---|
| Manufacturing | Production capabilities, facilities |
| Supply Chain | Sourcing, distribution, logistics |
| Intellectual Property | Patents, trademarks, trade secrets |
| R&D | Research focus, innovation pipeline |
| Employees | Workforce composition, culture |
Regulatory Environment
| Section | Content |
|---|---|
| Regulations | Industry-specific requirements |
| Compliance | Regulatory obligations |
| Licenses | Required permits, approvals |
| Environmental | Sustainability, emissions |
Competitive Analysis Framework
Porter's Five Forces
| Force | What to Look For |
|---|---|
| Rivalry | Number/strength of competitors, industry growth |
| New Entrants | Barriers to entry, capital requirements |
| Substitutes | Alternative products/services |
| Buyer Power | Customer concentration, switching costs |
| Supplier Power | Input dependencies, alternatives |
Competitive Advantages
| Type | Examples |
|---|---|
| Cost Leadership | Scale economies, operational efficiency |
| Differentiation | Brand, technology, quality |
| Network Effects | Platform value increases with users |
| Switching Costs | Customer lock-in, integration depth |
| Intangibles | Patents, regulatory licenses, data |
Competitive Dynamics
| Factor | Strong Position | Weak Position |
|---|---|---|
| Market Share | Leading or growing | Small or declining |
| Brand | Recognized, trusted | Unknown, weak |
| Technology | Leading edge | Lagging |
| Scale | Significant | Limited |
| Pricing Power | Premium pricing | Commodity |
Business Model Analysis
Revenue Streams
| Type | Characteristics |
|---|---|
| Product Sales | One-time, inventory-based |
| Services | Recurring, labor-intensive |
| Subscription | Recurring, predictable |
| Advertising | Volume-dependent, cyclical |
| Licensing | High-margin, IP-based |
| Transaction Fees | Volume-driven, platform-based |
Show full SKILL.md (285 more words)Show less
Customer Analysis
| Factor | What to Assess |
|---|---|
| Concentration | Top customer exposure |
| Diversity | Geographic, industry mix |
| Retention | Churn rates, loyalty |
| Acquisition | Cost, channels, efficiency |
| Lifetime Value | Revenue per customer over time |
Value Chain Position
| Position | Characteristics |
|---|---|
| Upstream | Raw materials, components |
| Midstream | Manufacturing, processing |
| Downstream | Distribution, retail |
| Platform | Connecting multiple parties |
| Integrated | Multiple value chain positions |
Strategic Analysis
Growth Strategies
| Strategy | What to Look For |
|---|---|
| Organic Growth | New products, market expansion |
| M&A | Acquisitions, partnerships |
| Geographic | International expansion |
| Diversification | New markets, verticals |
| Innovation | R&D investment, patents |
Strategic Priorities
Track management emphasis on:
- Core business - Defending/growing base
- New initiatives - Emerging opportunities
- Efficiency - Cost reduction, optimization
- Capital allocation - Investment priorities
- Talent - Workforce development
Inflection Points
| Signal | Interpretation |
|---|---|
| New segment created | Major strategic shift |
| Segment eliminated | Exit or consolidation |
| Acquisition integration | Growth through M&A |
| Geographic emphasis | Expansion priorities |
| Technology investment | Innovation focus |
Comparing Business Descriptions
Year-over-Year Changes
Track evolution in:
- Segment descriptions - Expanding/contracting focus
- Product emphasis - Shifting priorities
- Competitive language - Changing market view
- Strategic messaging - Evolving priorities
- Risk awareness - Emerging concerns
Peer Comparisons
Compare across competitors:
| Dimension | Your Company | Peer A | Peer B |
|---|---|---|---|
| Primary Focus | |||
| Key Differentiator | |||
| Growth Strategy | |||
| Competitive Claim |
Analysis Tips
Read between the lines: What's emphasized and what's minimized reveals priorities.
Track changes: Year-over-year differences show strategic evolution.
Compare to peers: Industry context reveals differentiation claims.
Verify claims: Cross-reference with financials and external data.
Note specificity: Concrete details vs. vague language indicates confidence.
Watch for omissions: Missing topics may signal concerns.
Use Cases
- Investment research: Understand business model and competitive position
- Due diligence: Comprehensive company assessment
- Competitive intelligence: Compare positioning across industry
- Strategy analysis: Evaluate management's strategic direction
- Industry research: Map competitive landscape
© 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/sec-business-desc-analysis 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
Sec Business Desc 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Sec Business Desc Analysis this skillOctagonAI/skills | 127 | — | ~2.1k | Automated safety check: Pass | MIT | |
| SEO Project Setupevery-app/open-seo | 23k | — | ~2.3k | Automated safety check: Pass | MIT | |
| Startup Designferdinandobons/startup-skill | 1.2k | — | ~8.1k | Automated safety check: Pass | MIT | |
| Competitor Monitorhanzili/hanzi-browse | 177 | — | ~2.8k | Automated safety check: Pass | Custom licence | |
| Amazon Brand Analyticsnexscope-ai/Amazon-Skills | 744 | — | ~2.3k | Automated safety check: Pass | MIT | |
| Positioning Icptech-leads-club/agent-skills | 7k | — | ~6.9k | Automated safety check: Pass | Custom licence |
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Questions about Sec Business Desc Analysis
What does Sec Business Desc Analysis do?
Extract and analyze business descriptions and competitive landscape from SEC filings using Octagon MCP. Sec Business Desc Analysis is an agent skill from OctagonAI/skills. Extract and analyze business descriptions and competitive landscape from SEC filings using Octagon MCP.
When should I use Sec Business Desc Analysis?
Sec Business Desc Analysis fits situations like: researching company business models; market positioning; competitive advantages; industry dynamics.
How do I install Sec Business Desc Analysis in Claude Code?
Run `npx skills add OctagonAI/skills --skill sec-business-desc-analysis -a claude-code`. Or copy the skill folder (skills/sec-business-desc-analysis in OctagonAI/skills) into .claude/skills/sec-business-desc-analysis in your project. Claude Code loads it when a task matches its description.
How do I install Sec Business Desc Analysis in Codex?
Run `npx skills add OctagonAI/skills --skill sec-business-desc-analysis -a codex`. Or copy the skill folder (skills/sec-business-desc-analysis in OctagonAI/skills) into .agents/skills/sec-business-desc-analysis in your project. Codex loads it when a task matches its description.
Can I use Sec Business Desc 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/skills --skill sec-business-desc-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-business-desc-analysis, .gemini/skills/sec-business-desc-analysis, .github/skills/sec-business-desc-analysis and .opencode/skills/sec-business-desc-analysis in your project.
What does Sec Business Desc Analysis need to run?
SKILL.md names no scripts, command-line tools or credentials: Sec Business Desc Analysis is instructions for the agent only.
Does Sec Business Desc 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 Business Desc 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 Business Desc Analysis use?
Sec Business Desc 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 Business Desc Analysis use?
About 2.1k tokens (SKILL.md is roughly 8.5k 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 2.5k tokens, read only when the agent opens those files.
What are the alternatives to Sec Business Desc Analysis?
Skills that share tags, products or a category with Sec Business Desc Analysis: SEO Project Setup (every-app/open-seo, 23k stars), Startup Design (ferdinandobons/startup-skill, 1.2k stars), Competitor Monitor (hanzili/hanzi-browse, 177 stars) and Amazon Brand Analytics (nexscope-ai/Amazon-Skills, 744 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Sec Business Desc Analysis?
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.