# Capital Allocation Judge > Use when assessing how well a CEO/management team allocates capital — to score the CONVICTION dimension "management quality" with a structured, cross-CEO scorecard drawn from William Thorndike's Outsiders framework. Applies during Stage 1 dossier writing, Stage 3 conviction re-grade, and any ad-hoc "is this management great at capital allocation?" question. The Munger/Buffett binding CIO already carries Buffett's own allocation wisdom — this skill ADDS the cross-CEO Outsiders methodology: per-share-value as the CEO scoreboard, opportunistic (not programmatic) buybacks, FCF/owner-earnings over GAAP, centralized capital + decentralized ops, leverage matched to cash-flow predictability, and contrarian analytical discipline. Triggers: "capital allocation", "how does management deploy FCF", "are buybacks value-accretive", "Outsiders framework", "management scorecard", "owner-operator quality", grading mgmt in any v2 conviction step. - Skill: `build-with-dhiraj/capital-allocation-judge` (Agent Skill) - Install (CLI): `npx skillmds@latest add build-with-dhiraj/capital-allocation-judge` - Raw SKILL.md: https://api.skillmd.com/api/skills/build-with-dhiraj/capital-allocation-judge/raw - Safety review: pending - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: DevOps & Infra - Author: build-with-dhiraj (https://skillmd.com/u/build-with-dhiraj) - Updated: 2026-09-17 - Page: https://skillmd.com/skills/build-with-dhiraj/capital-allocation-judge --- # Capital-Allocation Judge (the finance-desk "Outsiders analyst") The v2 conviction rubric scores management quality as part of the conviction grade, but gives no structured method for *how* to read a management team's capital-allocation discipline. This skill encodes the Thorndike Outsiders cross-CEO scorecard as a reusable procedure. Ground every judgment in the canon (below) — never free-hand a management grade. **The binding Munger/Buffett vault remains the FINAL CIO.** This skill supplies the *scorecard and method*; the vault supplies the *judgment* (moat, owner-alignment, integrity) and the *verdict*. Both must clear before conviction rises above 3. ## STEP 0 — Pull the canon (binding-safe) The method now lives in **two** layers: the Thorndike Outsiders canon atomics (tagged `role=capital-allocation`) AND the 30 external perspective voices that richly cover the India reinvestment-runway question (Raamdeo QGLP, Saurabh Mukherjea capital-discipline, Terry Smith, Manish Gupta, the Tambade asset-light lens). **Do a dual-pull and union the slugs:** ```bash # (a) BINDING — the CIO ranking and arbiter (run ALWAYS; these atoms are the verdict) set -a && source /Users/Dhiraj/dev/invest/.env && set +a && /Users/Dhiraj/dev/invest/.venv/bin/python \ /Users/Dhiraj/dev/invest/data/scripts/32_consult_brain.py \ --corpus binding --step capital-allocation \ --company " capital allocation owner earnings reinvest above cost of capital buybacks dividends" \ --model general --json-out extracted/grilling/_capalloc_binding.json # (b) PERSPECTIVES — the India runway voices (context/divergence only, NEVER the verdict) set -a && source /Users/Dhiraj/dev/invest/.env && set +a && /Users/Dhiraj/dev/invest/.venv/bin/python \ /Users/Dhiraj/dev/invest/data/scripts/32_consult_brain.py \ --corpus perspectives --step capital-allocation --k 15 \ --company " reinvestment runway incremental ROCE QGLP asset light capital discipline long runway" \ --model general --json-out extracted/grilling/_capalloc_persp.json ``` `cites_principles` ⊂ the union of returned slugs. **Retrieval wiring (canonical pattern).** A dedicated `--step capital-allocation` exists; the canonical pull is the dual-corpus pattern above — `--corpus binding` for the CIO ranking, and `--corpus perspectives` (with runway seed terms on `--company`) to surface the 30 external India-runway voices. Use `--corpus blended` when you want the desk-synthesis atomics below alongside the binding layer in one call. - Score the perspectives layer **evidence-gated** — credit a long runway only on *actual incremental ROCE history*, never on a projected TAM narrative. The perspectives are promotional (managers and newsletter writers talking their book), so they are context and divergence-detection, never the verdict. - **ABSTAIN on any axis whose atom the consult does not return** — do not assign a non-zero score on an axis you could not ground. Thin retrieval ⇒ lower the grade, never fabricate the slug. ## THE BINDING PRIOR (what the CIO already holds) Before the scorecard, anchor to the CIO's own allocation ranking — the scorecard measures **HOW WELL** management executes against this prior, not **WHETHER** the prior is right. The binding order of preference, from [[owner-earnings-and-capital-allocation-as-intrinsic-value-engine]]: > **reinvest above cost of capital > buy back stock when cheap > tax-efficient buyback > dividend** ([[prefer-buybacks-over-dividends-for-tax-efficiency]], [[seek-companies-with-strong-capital-return]].) This ranking is the binding prior; the six-axis scorecard below grades execution quality against it. The Munger/Buffett CIO remains the arbiter — a high scorecard cannot override the binding veto on a business that must constantly reinvest just to stand still ([[avoid-businesses-requiring-constant-reinvestment]]). ## WHY this scorecard (the core insight) The Outsiders CEOs outperformed the S&P 500 by ~20× over their tenures — not by being the best operators, but by being the best *capital allocators*. Thorndike's lens: the CEO is first and foremost a capital allocator; operational excellence matters, but FCF + what management *does* with it is what compounds per-share value. GAAP earnings are a distraction. The eight Outsider CEOs shared five structural traits (the scorecard below). ## THE SCORECARD — six axes, rate each 0 / 1 / 2 (Axes 1–5 are the Thorndike Outsiders style traits; Axis 6 adds the literal compounding driver — incremental ROCE × runway — so the scorecard grades the economics, not just the style.) Run through each axis for the company under review. Use only evidence from the dossier, annual reports, and canon-returned principles. Never infer a high score without evidence. ### Axis 1 — Per-share value as the CEO scoreboard *Canon slug: `per-share-value-optimization`* Score 2: Management explicitly tracks per-share owner-earnings growth (not total PAT / revenues / market cap) as the primary internal metric; discusses reinvestment decisions in terms of their per-share IV impact; resists accretive-to-EPS dilutive raises. Score 1: Some awareness of per-share metrics but mixes with revenue/headcount growth language. Score 0: Management scorecard is total profit, EBITDA, revenue, or market cap — not per-share value. ### Axis 2 — FCF / owner-earnings over GAAP *Canon slugs: `cash-flow-over-earnings`, `cash-flow-over-earnings-metric`* Score 2: Management consistently discusses FCF or owner-earnings (not GAAP net income or EBITDA) in communications; capex and reinvestment are laid out explicitly; the income statement is secondary to the cash flow statement in how they talk to investors. Score 1: FCF mentioned alongside GAAP; some explicit capex vs maintenance distinction. Score 0: Communication anchored to PAT/EBITDA; FCF treated as incidental. ### Axis 3 — Value-accretive deployment OR disciplined non-deployment *Canon slugs: `buybacks-when-cheap`, `opportunistic-buybacks-vs-programmatic`* *Desk/binding: [[capital-light-vs-capital-heavy-allocation-is-not-a-style-score]], [[holding-cash-is-a-deliberate-allocation-choice]], [[capital-light-moats-perform-best-in-inflation]], [[avoid-businesses-requiring-constant-reinvestment]]* This axis credits *value-accretive action* OR *disciplined inaction* — do NOT penalise an asset-light compounder for low capex. Three Score-2 paths: - **(i) Opportunistic deployment:** buybacks / acquisitions / aggressive organic reinvestment in large, irregular blocks when price is demonstrably below IV — then nothing for long periods; management can articulate *why* the price was cheap. - **(ii) Capital-light high-ROC:** the business reinvests little yet earns high ROC and returns the rest — low capex is the *feature*, not a deployment failure ([[capital-light-vs-capital-heavy-allocation-is-not-a-style-score]]; [[capital-light-moats-perform-best-in-inflation]]). - **(iii) Deliberate cash-holding:** management holds cash on purpose to await sub-IV prices ([[holding-cash-is-a-deliberate-allocation-choice]]) — credited ONLY when paired with documented sub-IV opportunity-awareness AND an above-cost-of-capital core business. Score 1: Some evidence of price-sensitivity in buybacks/M&A, OR capital-light economics without a clear return-of-cash record. Score 0: Programmatic steady-state buybacks regardless of price; acquisitions driven by growth narrative / peer pressure; consistent over-payment for M&A; **or idle cash hoarded in a mediocre (below-cost-of-capital) business** — that is empire-protection, not discipline, and scores 0. ### Axis 4 — Centralized capital + decentralized operations *Canon slug: `centralized-capital-decentralized-ops`* Score 2: Capital allocation authority sits with the CEO / board (not diffused to divisional heads); operating decisions are pushed to the business unit or branch level; HQ is lean. Score 1: Partial centralization — some capital decisions decentralized or locked in budgets. Score 0: Capital decisions fragmented across divisions; headquarters is bureaucratic; operating autonomy low. ### Axis 5 — Leverage matched to cash-flow predictability + contrarian discipline *Canon slugs: `leverage-matched-to-predictability`, `leverage-predictability-test`, `contrarian-analytical-discipline`, `contrarian-analytical-temperament`* Score 2: Debt (if any) is sized to the *predictability* of recurring cash flows and stress- tested through economic cycles; management can quantify the FCF cushion. Capital decisions are rooted in independent quantitative analysis, not peer benchmarking or analyst consensus. Score 1: Leverage moderate with some stress-test evidence; or contrarian actions documented but not quantitatively grounded. Score 0: Leverage sized to optimism/guidance, not to cycle-adjusted FCF; or management consistently follows the herd on capital deployment. ### Axis 6 — Reinvestment runway × incremental ROCE (the compounding driver) *Desk: [[reinvestment-runway-as-the-sixth-allocation-axis]]* The five style axes measure *how* management allocates; this axis measures the literal compounding economics — **incremental ROCE × length of runway** — which is what actually drives per-share value. Score it on *realised* incremental ROCE history, never a projected TAM narrative (the perspectives layer is promotional; this axis is evidence-gated). Score 2: High incremental ROCE (>~18–20%; Raamdeo's >15% ROE floor as a minimum, Terry Smith's ~30% as the aspiration) AND a demonstrably long runway — large under-penetrated TAM, QGLP "Longevity", reinvestment opportunity not yet exhausted. Score 1: Solid incremental ROCE but a maturing / partly-penetrated runway; OR a long runway at only moderate incremental returns. Score 0: Incremental ROCE near the cost of capital (reinvestment is not compounding value), OR the runway is nearly exhausted (high ROC with nowhere left to deploy → the engine is stalling). ## SCORING + CONVICTION FEED Sum the six axes (max = 12): | Total | Capital-allocation grade | Conviction feed | |--------|--------------------------|-----------------| | 11–12 | Outsider-class (rare) | +1 to conviction (subject to moat gate) | | 8–10 | Strong allocator | Supports conv 4–5 if moat present | | 6–7 | Adequate / mixed | Neutral; does not lift or cap | | 4–5 | Weak allocator | −1 to conviction ceiling | | 0–3 | Capital destroyer | Cap conviction at 2 regardless of moat | **Gates still bind:** - No moat → conviction cap 1, regardless of allocation score. - Chronically weak/near-zero FCF → conviction cap 2, regardless of allocation score. - ROIC below ~12% cost of capital → conviction cap 2. - An Outsider-class score in a commoditized or moat-free business is *not* a pass — great allocation of bad economics still compounds mediocre results. ## OUTPUT (feeds Stage 3 / conviction re-grade) Return a structured block: ``` capital_allocation_scorecard: per_share_value: [0|1|2] — fcf_over_gaap: [0|1|2] — value_accretive_deploy: [0|1|2] — centralized_capital: [0|1|2] — leverage_contrarian: [0|1|2] — reinvestment_runway: [0|1|2] — total: [0–12] grade: [Outsider-class | Strong | Adequate | Weak | Destroyer] conviction_feed: [+1 | supports 4-5 | neutral | -1 | cap 2] cites_principles: [slugs returned by the consult ONLY] cites_moat: [moat-gate link — seek-enduring-moats / moat-reinvestment-opportunity-valuation-integration] cites_valuation_link: [reinvestment-rate-terminal-value-consistency — the g = reinvest-rate × ROC identity feeds DCF terminal value] portfolio_mirror: [opportunity-cost-and-capital-allocation — this name's allocation vs the portfolio's best alternative use of capital] allocation_kill_criteria: ``` Embed this block in the dossier's "Capital Allocation" section and carry `conviction_feed` forward into the Stage 3 structured output. The three horizontal edges make the dossier explicitly carry allocation into (a) the **moat gate** ([[seek-enduring-moats]], [[moat-reinvestment-opportunity-valuation-integration]]), (b) the **DCF terminal value** — runway × incremental ROCE *is* the g = reinvestment-rate × ROC identity ([[reinvestment-rate-terminal-value-consistency]]), and (c) **portfolio sizing** ([[opportunity-cost-and-capital-allocation]]). ## Hard rules 1. Never assign Outsider-class (11–12) without documentary evidence on all six axes. Narrative framing from management IR is not evidence — look for actions (actual buyback timing, deal multiples, capex decisions vs guidance, realised incremental ROCE) not words. Axis 6 in particular must rest on realised incremental-ROCE history, never a projected TAM. 2. Always cite only canon slugs the consult actually returns. If `principles` comes back empty / thin on Thorndike atomics, flag it and score conservatively. 3. The allocation grade feeds conviction but does NOT override the moat gate. A conv 1 (no moat) stays at 1 regardless of allocation score. 4. The Munger/Buffett binding CIO remains the arbiter of moat / verdict / margin-of-safety. This skill supplies the capital-allocation *number* inside conviction; it does not issue verdicts. 5. Indian listed companies rarely have Axis 3 (buyback) evidence — but Axis 3 now also credits capital-light high-ROC economics and deliberate sub-IV cash-holding, so do not auto-score it 0 for a low-capex compounder. Still score 0 for a *routine* buyback programme (not opportunism) and for idle cash hoarded in a below-cost-of-capital business. 6. **The perspectives layer is context, never the verdict.** The dual-pull surfaces 30 external voices (Raamdeo, Mukherjea, Terry Smith, Tambade) who talk their book and frequently agree with each other — they can inform Axis 6 and flag divergence, but they may NEVER override the binding Munger/Buffett CIO on temperament, moat, verdict, or MoS. Always run the separate `--corpus binding` call; its atoms are the arbiter. A glossy "long runway" narrative does not lift conviction without realised incremental-ROCE evidence, and the binding veto ([[avoid-businesses-requiring-constant-reinvestment]]) sits above the whole scorecard.