Stock Management Review

Stock Management Review

Purpose

Read DEF 14A (proxy), Letter to Shareholders, last 4 earnings-call transcripts, and 5-year capital-allocation history with a single question in mind: would I trust this CEO with my money for the next decade? Identify capital allocation skill (buyback timing, M&A discipline), credibility (guidance-vs-actuals), incentive alignment (comp structure), skin-in-the-game (insider ownership and trading), and communication honesty (call transcript style). Output structured Findings on management quality — orchestrator weights this heavily in long-horizon scenarios.

When To Use

• Orchestrator dispatches management review (always-on in Standard / Strict).
• User asks "is the management good", "what's the CEO's track record", "are they good capital allocators".

When NOT To Use

• Financial statement analysis → stock-earnings-quality-review or stock-balance-sheet-review
• Business strategy details → stock-business-review
• Industry positioning → stock-industry-review

Mandatory Gates

1) Execution Integrity Gate

You must read at least 2 of: latest proxy (DEF 14A), latest annual letter to shareholders, last 4 earnings call transcripts. If fewer than 2 available, return SKIPPED (insufficient management-disclosure data).

2) 5-Year-Window Gate

Capital allocation is a multi-year discipline. Look at 5 years of cash-flow allocation choices (buybacks, dividends, M&A, capex, debt). A single year is noise.

3) Insider-Activity Recency Gate

Insider transactions older than 12 months are weak signals. Pull the most recent 12 months of Form 4 filings.

4) Communication Bias Gate

Earnings call transcripts have an inherent positivity bias (CEOs sell). Look for absence of defense, willingness to name failures, and specific (not vague) forward statements.

Workflow

1. Locate proxy, annual letter, recent earnings call transcripts.
2. Build the 5-year capital-allocation table from cash flow statements.
3. Sample 1–2 named acquisitions; estimate ROI (revenue contribution vs purchase price + integration cost).
4. Build the 8–12 quarter guidance-vs-actuals scorecard.
5. Read the most recent earnings call for tone; flag defensive patterns or vague guidance.
6. Emit Findings.

Filing-Pattern-Gated Execution Protocol

Execution Order

1. Identify filings: DEF 14A (comp + ownership), annual letter, transcripts.
2. For each checklist item, locate the specific section/keyword.
3. HIT → semantic + quantitative analysis.
4. MISS → mark NOT FOUND.
5. Report only confirmed Findings.
6. Include Filing pre-scan: X/Y items hit, Z confirmed.

Management Checklist (10 Items)

| ID | Item | Filing Section | Trigger | |---|---|---|---| | MGT-01 | 5-year capital-allocation pattern | Cash flow statements ×5 | Profile: where did cash go (buybacks / div / M&A / capex / debt). Flag if M&A-heavy + low ROI. | | MGT-02 | Buyback timing quality | Share repurchase history vs price history | Flag if buybacks concentrated at price-peak quarters (poor timing) | | MGT-03 | M&A ROI (sample 2–3 named deals) | 10-K M&A footnote + segment results | Flag if acquired-segment revenue growth 2 of last 8 quarters; flag if "raise-then-miss" pattern | | MGT-05 | Frequency of guidance revisions (down) | Earnings releases | Flag if guidance lowered > 2× in trailing 4 quarters | | MGT-06 | Comp structure: LTI alignment | DEF 14A "Executive Compensation" section | Flag if LTI tied to revenue-growth or non-GAAP earnings without TSR component | | MGT-07 | Insider ownership level | DEF 14A "Security Ownership" table | Flag if CEO/CFO ownership `.

No-Finding Case

No management-quality findings — track record clean, capital allocation thoughtful, communication direct.
Notable positives: Guidance beat 7/8 last quarters; CEO ownership 4%; buybacks well-timed (avg buyback 18% below current).

Load References Selectively

• references/capital-allocation-patterns.md — load when classifying capital allocation history or evaluating M&A track record; contains buyback-timing analysis methodology, M&A-ROI estimation framework, and worked examples (e.g., Apple's playbook vs AT&T's historical disasters).

Review Discipline

Management quality is the highest-impact / longest-horizon dimension. A great business with bad management compounds bad capital allocation; a mediocre business with great management often outperforms. Be selective with High severity — reserve it for clear pattern evidence over multiple years.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: johnqtcg
• Source: johnqtcg/awesome-skills
• License: MIT
• Homepage: https://johnqtcg.github.io/awesome-skills/

Install and usage instructions live in the source repository linked above.