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capital-allocation

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Description

Deep dive into capital deployment, buybacks, dividends, and shareholder yield

Tool Access

This skill uses the workspace's default tool permissions.

Skill Content

Perform a deep dive into capital allocation for the company specified by the user: $ARGUMENTS

Before starting, read ../data-access.md for data access methods and ../design-system.md for formatting conventions. Follow the data access detection logic and design system throughout this skill.

Follow these steps:

1. Company Lookup

Look up the company by ticker using discover_companies. Capture:

  • company_id
  • latest_calendar_quarter — anchor for all period calculations below (see ../data-access.md Section 1.5)
  • latest_fiscal_quarter
  • Firm name for report attribution (default: "Daloopa") — see ../data-access.md Section 4.5

2. Market Data

Get the current stock price, market cap, and shares outstanding for {TICKER} (see ../data-access.md Section 2 for how to source market data in your environment).

  • This is needed to compute yields and per-share metrics

If market data is unavailable, note that market-derived metrics (yields, etc.) cannot be computed and proceed with Daloopa data only.

3. Capital Allocation Data

Calculate 8 quarters backward from latest_calendar_quarter. Pull:

Share Count & Buybacks:

  • Diluted shares outstanding
  • Share repurchase amounts (dollars)
  • Shares retired/repurchased (units, if available)

Dividends:

  • Dividends per share
  • Total dividend payments
  • Special dividends (if any)

Cash Flow:

  • Operating Cash Flow
  • Capital Expenditures
  • Free Cash Flow (compute as OCF - CapEx, label "(calc.)")
  • D&A (for reference)

Balance Sheet:

  • Cash and equivalents
  • Short-term investments / marketable securities
  • Total debt (short + long term)
  • Net debt (compute as Total Debt - Cash - Investments, label "(calc.)")

M&A / Investments:

  • Search for "acquisition", "purchase of business", "investment" in series
  • Pull any available M&A-related series

4. Compute Capital Allocation Metrics

Calculate for each quarter where data is available:

Shareholder Returns:

  • Total Buyback Amount
  • Total Dividend Amount
  • Total Shareholder Return = Buybacks + Dividends
  • Shareholder Yield = (Buybacks + Dividends) / Market Cap (annualized)
  • Buyback Yield = Buybacks / Market Cap (annualized)
  • Dividend Yield = Dividends / Market Cap (annualized)

FCF Deployment:

  • FCF Payout Ratio = Total Shareholder Return / FCF
  • CapEx as % of Revenue
  • CapEx as % of OCF
  • FCF Margin = FCF / Revenue

Leverage:

  • Net Debt / EBITDA (if EBITDA available; compute from Operating Income + D&A if needed)
  • Net Debt / Equity
  • Interest Coverage = Operating Income / Interest Expense (if available)
  • Cash as % of Market Cap

Share Count Dynamics:

  • QoQ share count change
  • YoY share count change
  • Implied buyback rate (QoQ % reduction)
  • At current buyback rate, years to retire X% of shares

5. Qualitative Research

Search SEC filings for capital allocation strategy and context. Try multiple searches:

  • Buyback program: Try "repurchase program", "share repurchase"; fallback to "buyback", "authorization"
  • Dividend policy: Try "dividend", "capital return"; fallback to "distribution", "payout"
  • M&A strategy: Try "acquisition", "strategic"; fallback to "purchase", "investment"
  • Capital priorities: Try "capital allocation", "priorities"; fallback to "deploy", "balance sheet"
  • Debt management: Try "debt", "refinance"; fallback to "leverage", "maturity"

Extract:

  • Board-authorized buyback programs (remaining authorization amount)
  • Dividend policy (commitment to growth, payout ratio targets)
  • M&A philosophy (bolt-on vs transformational, deal pipeline commentary)
  • Management's stated capital allocation framework and priorities
  • Any changes in capital allocation strategy
  • Direct quotes with document citations

6. Historical Analysis & Value Judgment

Analyze the 8-quarter trend:

  • Is buyback activity accelerating or decelerating?
  • Is the company buying back more shares when price is lower (disciplined) or higher (less disciplined)?
  • Dividend growth rate (if applicable)
  • Shift between CapEx, buybacks, dividends, and debt repayment over time
  • FCF conversion trend (is more/less of OCF converting to FCF?)

Honestly assess whether capital allocation is creating or destroying value:

  • If the company is buying back stock at all-time-high prices with deteriorating fundamentals, call it value destruction — even if EPS looks better from the lower share count.
  • If the company is under-investing in CapEx or R&D to fund buybacks, flag the risk to long-term competitiveness.
  • If FCF payout ratio exceeds 100%, the company is funding returns with debt or cash drawdowns — flag this as unsustainable.
  • Compare the implied return from buybacks (inverse of P/E at purchase prices) to what the company could earn from organic reinvestment or M&A.

6.5. Reinvestment Assessment

Assess whether the company is adequately reinvesting in its business or funding returns at the expense of long-term competitiveness.

Pull reinvestment metrics (8 quarters):

  • R&D expense (and R&D as % of revenue)
  • Capital Expenditures (and CapEx as % of revenue)
  • Key growth KPIs relevant to the business model (use sector taxonomy):
    • SaaS/Cloud: ARR, net revenue retention, RPO/cRPO, customers >$100K
    • Consumer Tech: DAU/MAU, ARPU, installed base, paid subscribers
    • E-commerce/Marketplace: GMV, take rate, active buyers/sellers
    • Retail: same-store sales, store count, average ticket
    • Telecom/Media: subscribers, churn, ARPU, content spend
    • Hardware: units shipped, ASP, attach rate
    • Financial Services: AUM, NIM, loan growth, fee income ratio
    • Pharma/Biotech: pipeline stage, patient starts, scripts, market share
    • Industrials/Energy: backlog, book-to-bill, utilization, production volumes

Assess reinvestment adequacy:

  • Is R&D/revenue trending down while buybacks are increasing? This may indicate the company is funding shareholder returns by underinvesting in innovation.
  • Is CapEx/revenue declining while the business requires sustained infrastructure investment (e.g., cloud, manufacturing, stores)?
  • Are growth KPIs (subscriber adds, customer growth, same-store sales) deteriorating while capital returns are at record levels? This is a red flag — the company may be harvesting rather than growing.
  • Compare R&D intensity and CapEx intensity vs peers (if available from /industry or /comps data). Is the company investing more or less than competitors?

Value creation vs extraction verdict:

  • Net assessment: Is the company's capital allocation creating long-term value (reinvesting at high ROIC, buying back cheap stock, growing dividends sustainably) or extracting value (under-investing to fund buybacks at premium valuations, leveraging up for returns)?

7. Save Report

Save to reports/{TICKER}_capital_allocation.html using the HTML report template from ../design-system.md. Write the full analysis as styled HTML with the design system CSS inlined. This is the final deliverable — no intermediate markdown step needed.

Structure the report with these sections:

<h1>{Company Name} ({TICKER}) — Capital Allocation Analysis</h1>
<p>Generated: {date}</p>

<h2>Summary</h2>
{2-3 sentences: How does this company deploy its capital? Key takeaways.}

<h2>Current Snapshot</h2>
<table>
| Metric | Value |
| Market Cap | $XXX |
| Trailing 4Q FCF | $XXX |
| FCF Yield | X.X% |
| Shareholder Yield | X.X% |
| Net Debt / EBITDA | X.Xx |
| Remaining Buyback Authorization | $XXX |
</table>

<h2>Cash Flow & FCF (8 Quarters)</h2>
<table>
| Metric | Q1 | Q2 | ... | Q8 |
{OCF, CapEx, FCF, FCF Margin % — with Daloopa citations}
</table>

<h2>Share Repurchases & Dividends (8 Quarters)</h2>
<table>
| Metric | Q1 | Q2 | ... | Q8 |
{Buyback $, Dividends $, Total Return, Share Count — with Daloopa citations}
</table>

<h2>Shareholder Yield Analysis</h2>
<table>
| Metric | Q1 | Q2 | ... | Q8 |
{Buyback Yield, Div Yield, Total Yield, FCF Payout Ratio}
</table>

<h2>Leverage & Balance Sheet (8 Quarters)</h2>
<table>
| Metric | Q1 | Q2 | ... | Q8 |
{Cash, Debt, Net Debt, Net Debt/EBITDA — with Daloopa citations}
</table>

<h2>Capital Allocation Framework</h2>
{Management's stated priorities from filings, with document citations}

<h2>Reinvestment Assessment</h2>
<table>
| Metric | Q1 | Q2 | ... | Q8 |
{R&D, R&D % Rev, CapEx, CapEx % Rev, key growth KPIs — with Daloopa citations}
</table>
{Analysis: Is the company adequately reinvesting? R&D/CapEx trends vs growth KPI trends. Value creation vs extraction verdict.}

<h2>Buyback Discipline Analysis</h2>
{Analysis of buyback timing vs price, share count reduction trend, authorization remaining}

<h2>M&A Activity</h2>
{Any acquisitions from filings, deal sizes, strategic rationale}

<h2>Key Observations</h2>
<ul>{3-5 bullet points on capital allocation quality, trends, and implications}</ul>

All financial figures must use Daloopa citation format: <a href="https://daloopa.com/src/{fundamental_id}">$X.XX million</a>

Tell the user where the HTML report was saved.

Highlight the key capital allocation story (e.g., "AAPL returned $XX billion to shareholders over the last year, a X.X% shareholder yield, with buybacks accelerating").

Stats
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Last CommitMar 6, 2026

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