sec-10k-analysis
Skill147 starsChanged 5 months agoMITView on GitHub
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.
1 other project uses a version of this.
Adopted by
Most recently taken up by
- OctagonAI/skillstheir own version, first seen Feb 3, 2026
Other versions1 project uses a version of this.
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Edited · 0
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Wrote their own version · 1
- OctagonAI/skills★ 127same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository6 other files it gives its agents.
The file
We split this skill into the rules it gives an agent
2 rules. About 0 are common, 2 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈2
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 8
Use this skill for annual filing due diligence and risk review.
- Distinctive: line 30
Start with a short business overview
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
SEC 10-K Analysis
Use this skill for annual filing due diligence and risk review.
Query format
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
{
"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."
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