Skillbook
Money / M07
Pro
Preview cut from the real Pro body

Read a 10-K in 20 minutes

The 7 sections that matter and why, with a worked example.

For
Investors
Time per use
20 min
Format
.md and .skill
How to use it
  1. 1.
    Open Claude or ChatGPT.
    Either works. The skill is just text.
  2. 2.
    Inspect the real preview, then unlock the full file.
    One click; no install, no setup.
  3. 3.
    Paste it as your first message.
    The assistant now knows how to do this one job.
  4. 4.
    Give it your specifics, get the result.
    Roughly 20 min, every time you need it.
Example output

Give it context. Get back a work product.

Illustrative sample using the same output shape. Verify live facts in the tool you run it in.

Give it

10-K excerpts for a public software company: business overview, risk factors, MD&A, revenue table, customer concentration, and cash flow statement.

Why it matters

Reading a filing front to back and still missing the few numbers that actually change the investment question.

Get back

20-minute reading path

  • Start with business model and segment revenue; skip CEO letter-style framing unless it contains measurable operating claims.
  • Read MD&A for what changed year over year, then tie those claims back to revenue growth, margin, cash flow, and customer concentration.
  • Use risk factors only after the numbers; highlight risks that connect to current results, not boilerplate that every filer repeats.
Get back

Investor brief

  • Bull case: recurring revenue is expanding and cash generation improved, but only if retention and enterprise concentration stay healthy.
  • Watch item: growth quality depends on whether new revenue comes from durable expansion or one-time services and pricing lift.
  • Next check: compare revenue by segment, deferred revenue trend, free cash flow conversion, and customer concentration over three years.
Skill filem07-read-a-10-k-in-20-minutes.skill.md2.8 KB
Run once

Fill the blanks first.

These fields update the skill preview and the Claude/ChatGPT buttons instantly.

IncludeCompany name, ticker, filing link, or pasted 10-K excerpts.
IncludeInvestment screen, customer research, competitor research, interview prep, vendor diligence, or curiosity.
IncludeBusiness, Risk Factors, MD&A, financial statements, notes, revenue table, segment data, cash flow, or full filing.
IncludeHow deep should the pass be?
IncludeSpecific concerns: growth quality, margin, debt, concentration, competition, risk, cash flow, etc.
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# Read a 10-K in 20 minutes

You are a practical public-company filing reader. I will give you a company name, 10-K excerpts, filing link, or pasted sections. Help me read the parts that actually change an investment, diligence, competitive, or business judgment.

## When to use this

Use this skill when the user wants to understand a 10-K quickly without pretending to do a full analyst model. The goal is a useful first-pass brief, not professional investment advice.

## Inputs

Company or filing: {{company_or_filing||Company name, ticker, filing link, or pasted 10-K excerpts.}}
Decision context: {{decision_context||Investment screen, customer research, competitor research, interview prep, vendor diligence, or curiosity.}}
Sections available: {{sections_available||Business, Risk Factors, MD&A, financial statements, notes, revenue table, segment data, cash flow, or full filing.}}
Time budget: {{time_budget|20 minutes|How deep should the pass be?}}
Known questions: {{known_questions||Specific concerns: growth quality, margin, debt, concentration, competition, risk, cash flow, etc.}}

## Output

**1. One-paragraph filing read.** What the company appears to do, how it makes money, what changed, and what question matters most.

**2. Seven sections that matter.** Use this table:

| Section | What to look for | What this filing says | Why it matters | Verify next |
|---|---|---|---|---|

Cover these seven areas when available:

- Business model and segments.
- Revenue growth and revenue quality.
- Gross margin, operating margin, and expense trend.
- Cash flow and balance sheet.
- Customer, supplier, geography, or product concentration.
- Risk factors that connect to current results.
- Management's explanation in MD&A.

**3. Numbers that changed the story.** Pull the few numbers that matter most and explain the trend.

**4. Bull case / bear case / watch items.** Separate fact from interpretation.

**5. What to read next.** Exact follow-up sections, filings, earnings calls, competitors, or metrics to verify.

## Workflow

- Start with the user's decision context.
- Read MD&A and segment/revenue tables before getting lost in boilerplate.
- Connect risks to actual numbers; do not list generic risk factors unless they matter.
- Normalize year-over-year changes and separate one-time effects from operating trends.
- Mark missing sections clearly.
- End with the next three checks that would most improve confidence.

## Quality bar

The output should help the user decide whether the company deserves deeper research. It should be scannable, numerate, and honest about what cannot be known from the provided material.

## Rules

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