Skill Reference · Financial Reports
10-K Report Digest
Deep-read a 10-K annual report and output a structured markdown digest — abstract, section summaries, key metrics, and sourced references. Output in English or Traditional Chinese.
Run this skill
/us-stock-analysis:10k-digest AAPL@prompts/10k-digest.md Evaluate AAPLEvaluate AAPL using the 10k-digest framework⚠️ Data Verification — Do This Before Any Analysis
Before running the digest, confirm the filing details:
- Identify the filing — confirm ticker, fiscal year-end, and exact 10-K filing date from SEC EDGAR.
- State your source — note where the document came from (e.g., “SEC EDGAR, FY2024 10-K filed 2025-02-05”) at the top of the output.
- Flag incomplete data — if only partial sections are available, list what is missing before proceeding.
⚠️ Source unavailable. If the full 10-K cannot be retrieved, display this warning and proceed only with the sections provided.
📋 Data & Sources Header — Open Every Output With It
The first thing in the output is this provenance block, filled in — never left as placeholders. It is the standard documented on the Data & Accuracy page and the first thing result-validator looks for:
Data & Sources
As of: <date the figures represent, e.g. 2026-06-30>
Source: <primary docs — SEC EDGAR 10-K/10-Q, company IR, FRED, exchange data …>
Retrieval: <pasted by user | web/tool retrieval | model memory>
Confidence: <HIGH | MEDIUM | LOW>
Retrieval: model memorymust be paired withConfidence: LOW— memory is a placeholder until confirmed against a primary source.- Mixed sources: list each with its own as-of date rather than blending them.
- Sources disagree on the same figure (a closing price, a deal term): prefer the primary source (SEC filing, company release, exchange data) over an aggregator, then the most recent dated one. Show both values with their sources and dates, say which you used and why, and never average them.
- Data the user pasted is reported as
pasted by user; do not upgrade its confidence beyond what the user’s own source supports.
Produce a clean, structured markdown document that distills a company’s 10-K annual report into an abstract, per-section summaries, a digest of key metrics, and full source references. Designed for quick comprehension — not trading signals. Output language is selectable: English or Traditional Chinese (繁體中文).
🔎 Retrieving the Filing — the Keyless EDGAR Path
This skill fetches nothing by itself. When the user gives only a ticker, obtain the 10-K in one of three ways and record which one in the Data & Sources header:
A. The host can fetch URLs → Retrieval: web/tool retrieval. Every step is free and needs no API key:
- Ticker → CIK —
https://www.sec.gov/files/company_tickers.json: find the entry whosetickermatches (writeBRK-BforBRK.B) and zero-pad itscik_strto 10 digits. - Filings index —
https://data.sec.gov/submissions/CIK##########.json: insidefilings.recentthe arraysform,filingDate,reportDate,accessionNumberandprimaryDocumentare aligned by index. Take the newest row whoseformis10-K(foreign private issuers file20-Finstead; a10-K/Ais an amendment). The top-levelfiscalYearEndisMMDD. - The document —
https://www.sec.gov/Archives/edgar/data/<CIK without leading zeros>/<accessionNumber without dashes>/<primaryDocument>: the complete filing as HTML (inline XBRL). The filing’s index page is the same folder plus<accessionNumber>-index.htm; cite that URL and the accession number in the References. - Structured statement data (optional) —
https://data.sec.gov/api/xbrl/companyfacts/CIK##########.json: every US-GAAP fact the company has tagged, by concept and period. Use it to confirm the figures read from Item 8. - Full-text search (optional) —
https://www.sec.gov/edgar/search/#/q=%22<phrase>%22&forms=10-Kwhen a filing has to be located by phrase rather than ticker.
Send a User-Agent header that identifies the requester (the SEC requires it, e.g. Name email@example.com) and stay under 10 requests per second. Never substitute a summary site for the filing itself.
B. The host cannot fetch → Retrieval: pasted by user. Ask the user to paste the sections needed — or, if they have the InvestSkill repository, to run
node scripts/fetch-edgar.js <TICKER> --form 10-K # → data/filings/<TICKER>/*.txt + .json (accession, dates, URL)
node scripts/fetch-fundamentals.js <TICKER> # → data/fixtures/<TICKER>.md — reconciled statements from the XBRL facts
and paste the result. Both helpers are optional, keyless, and live outside the plugin.
C. Neither → show the ⚠️ Source unavailable warning, set Retrieval: model memory and Confidence: LOW, and digest only what the user provided.
How to Use
# Analyze by ticker (retrieves the latest 10-K via the EDGAR path above, or asks you to paste it)
10k-digest AAPL
# Paste 10-K text directly
10k-digest [paste 10-K sections here]
# Specify fiscal year
10k-digest MSFT FY2024
# Output in Traditional Chinese
10k-digest NVDA --lang zh-TW
# Save output to file
10k-digest GOOGL --output googl-10k-digest.md
Output Document Structure
The skill produces a single markdown document with the following sections in order.
1. Cover Block
# [Company Name] ([TICKER]) — 10-K Digest
**Fiscal Year:** [FY20XX ending MM/DD/YYYY]
**Filed:** [Filing date]
**Source:** SEC EDGAR — [Direct URL to filing]
**Prepared:** [Today's date]
**Language:** English | 繁體中文
2. Abstract
A 3–5 sentence executive summary of the entire 10-K. Cover:
- What the company does (core business in one sentence)
- Year-over-year financial performance headline (revenue, profit, FCF)
- The single most important strategic development disclosed in this filing
- The most material risk disclosed
- Overall filing tone (transparent / cautious / optimistic)
3. Section Summaries
Summarize each major 10-K section. For each section, write 2–4 sentences capturing the substance — not just restating headings.
3.1 Business Overview (Item 1)
- Core products/services and revenue model
- Key markets and customer segments
- Significant changes to business described in this filing (new products, acquisitions, divestitures)
3.2 Risk Factors (Item 1A)
- Total number of risk factors disclosed
- Top 3 risks by disclosure prominence (listed first, given most space, or new this year)
- Any risks added or removed vs. prior filing (state “N/A if prior not available”)
- One-line assessment: are risks standard boilerplate or specific and material?
3.3 Selected Financial Data / Properties (Items 1B–2)
- Key quantitative highlights from Selected Financial Data if present
- Material properties or facilities disclosed
3.4 Management’s Discussion & Analysis — MD&A (Item 7)
- Revenue: total and YoY growth; organic vs. inorganic split if stated
- Gross margin and operating margin trend
- Management’s stated explanation for performance changes
- Forward-looking statements: what management guided or projected
- Liquidity summary: cash position, debt level, upcoming maturities
3.5 Financial Statements (Items 8)
- Revenue, net income, EPS (GAAP) — current year vs. prior year
- Operating cash flow and free cash flow (OCF minus capex)
- Total assets, total debt, shareholders’ equity
- Auditor name and opinion type (unqualified / qualified / adverse)
- Any restatements or material changes in accounting policy noted
3.6 Quantitative Disclosures about Market Risk (Item 7A)
- Primary market risks disclosed (interest rate, FX, commodity)
- Sensitivity disclosures if provided (e.g., “1% rate rise = $X impact”)
3.7 Controls and Procedures (Item 9A)
- Management’s conclusion on effectiveness of internal controls
- Any material weaknesses or significant deficiencies disclosed
3.8 Legal Proceedings (Item 3)
- Active material litigation or regulatory matters
- Estimated financial exposure if disclosed
3.9 Executive Compensation & Governance (Items 10–13, from Proxy if incorporated)
- CEO/CFO compensation summary
- Board composition notes (independence, tenure)
- Any significant governance changes
4. Key Metrics Table
Provide a concise metrics table drawn directly from the financial statements. Use exact figures from the filing; do not estimate.
| Metric | Current FY | Prior FY | YoY Change |
|---------------------------|-----------------|-----------------|------------|
| Revenue | $X.XX B | $X.XX B | +X.X% |
| Gross Profit | $X.XX B | $X.XX B | +X.X% |
| Gross Margin % | XX.X% | XX.X% | +X bps |
| Operating Income | $X.XX B | $X.XX B | |
| Operating Margin % | XX.X% | XX.X% | |
| Net Income (GAAP) | $X.XX B | $X.XX B | |
| EPS Diluted (GAAP) | $X.XX | $X.XX | |
| Operating Cash Flow | $X.XX B | $X.XX B | |
| Capital Expenditures | $X.XX B | $X.XX B | |
| Free Cash Flow | $X.XX B | $X.XX B | |
| Cash & Equivalents | $X.XX B | $X.XX B | |
| Total Debt | $X.XX B | $X.XX B | |
| Net Debt / (Net Cash) | $X.XX B | $X.XX B | |
| Shares Outstanding (dil.) | X.XX B | X.XX B | |
Note below the table: data source (filing section and page number if available).
5. Highlights & Concerns
Two short lists that give the reader the “so what” without leaving the digest. Draw every item directly from the filing and cite the source Item.
Highlights — up to 5 of the strongest positives disclosed this year (e.g., record revenue, margin expansion, new products/segments, strong FCF conversion, new buyback authorization, market-share gains). Format: - **[Headline]** — [one sentence] *(Item X)*
Concerns — up to 5 of the most material negatives or warning signs (e.g., decelerating growth, margin compression, rising leverage, customer/supplier concentration, new risk factors, active litigation, going-concern language). Format: - **[Headline]** — [one sentence] *(Item X)*
6. Management Outlook & Forward Guidance
Capture every forward-looking commitment made in the filing. Present as a table.
| Guidance Item | What Management Said | Time Horizon | Source |
|----------------------------|-------------------------------------|--------------|------------|
| Revenue growth | [target / range / directional] | [FY / multi] | Item 7 |
| Margin target | [gross / operating target] | [horizon] | Item 7 |
| Capex / capacity | [planned spend or expansion] | [horizon] | Item 7 |
| Capital allocation | [dividend / buyback / debt / M&A] | [horizon] | Item 7/8 |
| Strategic priorities | [product roadmap, new markets] | [horizon] | Item 1/7 |
Only include rows the filing actually addresses. If the 10-K gives no explicit guidance (common — 10-Ks are backward-looking), state that and summarize any qualitative forward statements instead.
7. Prior-Year Promise Tracker
An accountability audit: take the forward-looking statements, targets, and stated priorities from last year’s 10-K (Item 7 MD&A) and score whether they materialized in this year’s results. This is the single most differentiating part of the digest — it measures management credibility over time.
| Prior-Year Commitment (FY[N-1] 10-K) | FY[N] Actual Result | Verdict | Notes |
|-----------------------------------------|------------------------------|-------------|------------------|
| [what management said they would do] | [what actually happened] | ✅ Delivered | [brief context] |
| [e.g., "expand operating margin"] | [e.g., "margin +120 bps"] | 🟡 Partial | [brief context] |
| [e.g., "launch product X in H2"] | [e.g., "slipped to next FY"] | ❌ Missed | [brief context] |
Verdict legend: ✅ Delivered · 🟡 Partial · ❌ Missed · ⏳ Too early to judge.
Close with a one-line Management Credibility read: e.g., “4/5 prior commitments delivered — high follow-through.” If the prior-year 10-K is unavailable, state N/A — prior filing not retrieved and skip the table.
8. Bull vs. Bear Synthesis
A lightweight face-off built strictly from evidence in this filing — not a full valuation call (defer to bear-case, stock-eval, and stock-valuation for that).
Bull case — 3–4 strongest points from this filing supporting the stock.
Bear case — 3–4 strongest points from this filing arguing against it.
Net read — one sentence weighing the two, consistent with the Investment Signal below.
9. Notable Disclosures
Bullet list of up to 8 items that are worth investor attention but don’t fit neatly into section summaries:
- New segment or business unit disclosures
- Changes in accounting estimates or policies
- Related party transactions
- Auditor changes
- Going concern language (if any)
- New share repurchase authorizations or dividend changes
- Material acquisitions or divestitures announced
- Specific named customers or suppliers with concentration risk
10. Source References
List all sources cited in this digest. Format:
## References
1. **SEC EDGAR Filing** — [Company] 10-K, FY[XXXX]
URL: https://www.sec.gov/cgi-bin/browse-edgar?...
Filed: [Date] | Accession No.: [XXXXXXXXXX-XX-XXXXXX]
2. **Item 1 — Business** (pp. X–X of filing)
3. **Item 1A — Risk Factors** (pp. X–X of filing)
4. **Item 7 — MD&A** (pp. X–X of filing)
5. **Item 8 — Financial Statements** (pp. X–X of filing)
6. **Item 9A — Controls and Procedures** (pp. X–X of filing)
7. **Exhibit 13 / Annual Report to Shareholders** (if incorporated by reference)
8. [Any additional sources used, e.g. earnings press release, investor presentation]
If page numbers are unavailable (e.g., pasted text), reference by Item number and section heading.
Language Mode
When --lang zh-TW is specified, output the entire document in Traditional Chinese (繁體中文), including:
- All section headings translated
- All narrative summaries written in Traditional Chinese
- All tables with Chinese column headers
- Cover block language field:
語言:繁體中文 - Keep ticker symbols, financial figures, and SEC item numbers in their original form
Suggested Traditional Chinese headings for the interpretation sections: 亮點與隱憂 (Highlights & Concerns), 管理層展望 (Management Outlook & Forward Guidance), 上年度承諾兌現 (Prior-Year Promise Tracker), 多空對決 (Bull vs. Bear Synthesis).
English mode is the default when no --lang flag is given.
File Output
When --output <filename> is specified:
- Save the digest as a markdown file at the specified path
- If no path separator is present, save in the current directory
- Confirm the file path after saving:
✓ Digest saved to: <path> - Default filename if
--outputflag is present without a name:<TICKER>-10k-digest.md
Thesis Invalidation
After delivering the digest, note what would make this document stale:
Re-run this digest when:
- [ ] Company files next 10-K or 10-K/A amendment
- [ ] Material 8-K filed disclosing a restatement or auditor change
- [ ] 12 months have elapsed since the filing date
╔══════════════════════════════════════════════╗
║ INVESTMENT SIGNAL ║
╠══════════════════════════════════════════════╣
║ Signal: BULLISH / NEUTRAL / BEARISH ║
║ Confidence: HIGH / MEDIUM / LOW ║
║ Horizon: SHORT / MEDIUM / LONG-TERM ║
║ Score: X.X / 10 ║
╠══════════════════════════════════════════════╣
║ Action: BUY / HOLD / SELL ║
║ Conviction: STRONG / MODERATE / WEAK ║
╚══════════════════════════════════════════════╝
Score Guide: 8.0–10.0 Strongly Bullish | 6.0–7.9 Moderately Bullish | 4.0–5.9 Neutral | 2.0–3.9 Moderately Bearish | 0.0–1.9 Strongly Bearish Confidence: HIGH (strong data, clear signals) | MEDIUM (mixed signals) | LOW (limited data, conflicting signals) Horizon: SHORT-TERM (1 week–3 months) | MEDIUM-TERM (3 months–1 year) | LONG-TERM (1+ years)
Disclaimer: Educational analysis only. Not financial advice.