Pabrai checklist — v0.7.0

This profile carries the Dhandho territory: the downside question comes first — "heads I win, tails I don't lose much" — and everything else is downstream of it. It separates risk (odds of permanent capital loss) from uncertainty (a wide range of outcomes), hunts where the market has priced uncertainty as if it were risk, clones proven models without shame, and adds guardrails learned from documented investment failures — Pabrai's own included (Delta Financial, Sears, Horsehead) — his airline-pilot-style innovation. His actual working checklist (~70+ items per Gawande's account) remains undisclosed, so these items reconstruct it from his published framework and public teaching: The Dhandho Investor, Mosaic, university lectures and Chai with Pabrai sessions, and the documented checklist-project accounts in The Checklist Manifesto and Spier's The Education of a Value Investor. Each item carries an evidence grade — quote-backed, teaching-derived, or reconstructed — and the grades are honest: nothing here is his literal private checklist.

Items tagged [PRACTITIONER] are answered by the practitioner, never by the profile agent — the agent marks them practitioner-pending and moves on; where an Agent proxy is given, the agent evaluates the proxy instead.

Downside

P1. Maximum permanent loss

• Asks: From the balance sheet and a deliberately pessimistic scenario, what is the realistic worst case per share — and what fraction of today's price does it destroy? Mark down inventory and receivables, haircut goodwill to zero, stress the core business to a multi-year trough, and see what floor remains (net cash, securities, land at conservative marks — all visible in the yuho and the reconciled figure table).
• Good: The stressed worst case loses little of the purchase price — and in this Japanese hunting ground the floor is often unusually hard (net cash plus listed securities covering a large share of market cap), so "tails" genuinely means "I don't lose much." A soft floor with a nice upside story is a fail — upside never rescues a bad downside here. An equity cushion is not an asset floor: book net assets are not downside protection — only the marked-down liquid and hard assets are, and when net cash is negative the floor must be built from the stress test alone, never read off the balance-sheet equity line.
• Source: The Dhandho Investor (Wiley, 2007) — the "Heads, I win; tails, I don't lose much!" framing that runs through the whole book, esp. the Dhandho framework and "Margin of Safety — Always!" chapters; restated in his Authors@Google talk (2007), where the worst case is quantified before any upside modeling. (quote-backed)

P2. Payoff asymmetry

• Asks: Using the reconciled figure table, what is the realistic loss in the bad scenario versus the realistic gain in the good one — is the bet asymmetric in your favor?
• Good: A written pair of numbers — e.g., downside of −20% to −30% backed by asset/earnings floor math against 2–3x upside over 2–3 years — not a symmetric coin flip.
• Source: The Dhandho Investor, ch. 1 "Patel Motel Dhandho" and recurring throughout — "Heads, I win; tails, I don't lose much!" (quote-backed)

P3. Probability-weighted scenario table

• Asks: Have you written a discrete scenario table (3–5 outcomes, each with a probability and a per-share value from reconciled figures), and does expected value clear the hurdle even when the bad branches are weighted generously?
• Good: An explicit Stewart Enterprises–style tree: worst branch bounded well above zero, expected value a large multiple of the price paid.
• Source: The Dhandho Investor, Stewart Enterprises case study (Dhandho 402); worked example repeated in the Authors@Google talk (2007). (teaching-derived)

P4. Hard-asset liquidation floor

• Asks: Is there a liquidation or resale-asset floor (ships, real estate, securities, receivables) near or above the current market cap, in a market where those assets actually trade?
• Good: Frontline pattern — readily saleable assets at current secondary-market prices, minus all liabilities, at or above market cap, with documented liquidity in that resale market.
• Source: …Frontline case study (Dhandho 402). Stated directly: "Frontline liquidation value was around $9 a share … The stock was at about $6 … I thought I'd capture that spread between six and $9" — Boston College (Carroll), Nov 3, 2016; the same liquidation-floor pattern recurs across ≥10 talks (Reysas at 2–3% of liquidation value, MOI Global 2025; Rotman 2023). (quote-backed)

P5. Hidden assets carried below market value

• Asks: Does the balance sheet carry assets at historical cost (land, real estate, investments, stakes in other businesses) that are demonstrably worth more today, and how much per share is hidden?
• Good: A sum-of-parts line item — e.g., real estate at decades-old cost against current comparables, reconciled to shares outstanding — where the hidden value alone covers a meaningful part of the price.
• Source: Mosaic (2004), value hiding at stale carrying costs. Illustrated directly: "Satyam's market cap was less than the value of the Hyderabad real estate … no value being ascribed to a business that was growing about 80% a year" — mint-Equitymaster, Apr 11, 2023; and the Ferrari-inside-Fiat-Chrysler stake, "80% of Ferrari was sitting inside Fiat Chrysler" — U. Texas, Feb 28, 2023. (quote-backed)

P6. Recession-insensitive unit demand

• Asks: Is unit demand for the product predictable and largely insensitive to the economic cycle, verifiable from volume history across at least one recession?
• Good: Funeral-home pattern — unit volumes vary only a few percent across recessions in the filed history; the pessimism is about price or financing, not demand.
• Source: …Stewart Enterprises case study (funeral-industry demand stability). Stated directly: "there had never been a year when Coke's unit or cases sold was lower than the previous year. Through the Great Depression, through the Second World War, through the Korean War, through all the stagflation of the seventies" — UC Irvine, May 24, 2016. (quote-backed)

P7. Melting ice cube vs. the monetization clock

• Asks: If the core operating business is in secular decline, does documented cash burn erode the asset value faster than management can plausibly monetize it?
• Good: Trailing 3-year operating cash flow and capex show the declining segment is self-funding or being shut down, and monetization proceeds exceed cumulative burn — the guard against Sears Holdings, where retail losses consumed the real-estate value the thesis rested on.
• Source: Pabrai interviews and Chai with Pabrai sessions discussing the Sears mistake. (teaching-derived)

P8. Thesis survives with no catalyst

• Asks: If the anticipated catalyst (spin-off, asset sale, activist action) never happens, is the position still money-good within ~3 years from the business's own cash generation?
• Good: A valuation that clears the hurdle on operating earnings alone, with the catalyst as free optionality — not 100% catalyst-dependent, as Sears was on Lampert monetizing real estate.
• Source: Direct doctrine: "value is its own catalyst … we never focus on catalysts … I had no idea whether it takes six months, one year, two years, five years, 10 years to get there" — YPO Nairobi, Oct 11, 2022; the IPSCO/$45-in-cash "who cares what happens after two years" version — Boston College, Nov 3, 2016. (quote-backed)

P9. Commodity price embedded in the thesis

• Asks: Does the earnings case require a commodity price above the current spot and futures strip, and is the company hedged through the vulnerable window?
• Good: The thesis works at the current strip, or filed hedges cover the ramp period — the guard against Horsehead Holding, where the equity died while zinc was weak during the plant transition.
• Source: …Horsehead (2016) loss. Stated directly: "the single greatest driver of how well we do long-term with coal is the price of coal … They just do not have any crystal ball that is better than your crystal ball" — MOI Global, Jan 21, 2025; with the hedge that removes it — forward-selling coal "a year in advance … with price bands that were fixed" — U. Nebraska Omaha, May 3, 2024. (quote-backed)

P10. Single capital project as linchpin

• Asks: Does the investment case depend on the on-time, on-budget completion and ramp of one large greenfield capital project, especially one using unproven technology at scale?
• Good: No single project carries the majority of expected value; or the project uses proven technology, is fully funded from cash on hand, and old capacity is retained until the new capacity works — Horsehead shut its legacy plants before the Mooresboro plant ever ramped.
• Source: The Horsehead failure in his own words: "a bet on a zinc producer … transitioning from an old plant to a new plant. They ran into a lot of issues with the new plant … they had a lot of debt, and it went to zero" — FLAME University, Dec 25, 2023. (quote-backed)

P11. Change that kills the moat

• Asks: Is the business exposed to one identifiable change — technological, regulatory, trade, or channel — that would destroy its competitive advantage, and is that change already visible in filings or industry data?
• Good: The moat has survived a named stress in the past decade (documented in segment margins), and no currently visible force maps onto the pattern that killed comparable businesses — e.g., Dexter Shoe's moat erased by low-cost imports.
• Source: Spier, The Education of a Value Investor ch. 11; Pabrai's method of mining Buffett's mistakes (The Checklist Manifesto, Pabrai profile). (quote-backed)

P12. Revenue concentration

• Asks: What share of revenue comes from the largest and top-five customers per the annual securities report (yūhō) major-customer disclosure, and what happens to fixed-cost coverage if the largest leaves?
• Good: No customer above ~10% of revenue, or contractual lock-in documented in filings; the company remains solvent and cash-generative in a reconciled lost-top-customer scenario.
• Source: Spier, The Education of a Value Investor ch. 11 (checklist item derived from a portfolio loss). (quote-backed)

Risk vs. uncertainty

P13. Risk vs. uncertainty — what is the market actually afraid of?

• Asks: Name the specific uncertainty depressing the price (cyclical trough, one-off loss, succession question, shrinking end market, no analyst coverage). Then test it against the filings: does this uncertainty plausibly cause permanent capital loss, or is it just a wide range of outcomes around a protected floor?
• Good: The cheapness is traceable to an identifiable, articulable uncertainty — not to a structurally broken business — and the P1 floor holds even in the bad branches of that uncertainty. "Low risk, high uncertainty" is the hunting ground; "high risk, low uncertainty" (a stable-looking business one shock away from ruin) is the trap. If you cannot name what the market is afraid of, treat the discount as unexplained and pass.
• Source: The Dhandho Investor, "Invest in Low-Risk, High-Uncertainty Businesses" (Dhandho 402); elaborated with the funeral-services and shipping examples in the Authors@Google talk (2007). (quote-backed)

P14. Written low-risk/high-uncertainty classification

• Asks: Have you written the classification down with numbers — the feared outcome enumerated, its balance-sheet impact quantified, and what is uncertain (timing, magnitude, headlines) separated from what is protected (asset floor, cash, entry price)?
• Good: A written statement with figure-table support for the protected side, demonstrating capped downside with several acceptable outcomes rather than genuine impairment risk.
• Source: The Dhandho Investor, Dhandho 402 (chapter title); repeated in the Google Talk (2007), Boston College, and Peking lectures. (quote-backed)

P15. Temporary fear vs. broken earning power

• Asks: Is the named reason Mr. Market is offering this price (lawsuit, debt scare, cycle trough, headline fear) temporary rather than a permanent impairment of earning power?
• Good: Evidence from filings that the feared cause is bounded — the liability quantified, the cycle with precedent — and normalized earning power survives it.
• Source: The Dhandho Investor, Dhandho 402 (Wall Street confusing risk with uncertainty). Stated directly: "whether there is some long-term secular issue that we need to pay attention to. If it is something temporary or whatever else, then for the most part, I'll ignore it" — UNC Investment Management Club, Dec 5, 2022; illustrated by the temporary-headline case where earning power survived, "the moat of American Express was unaffected … and the stock, on the other hand, had collapsed" — My First Million, May 5, 2026; and the recurring "temporary hiccup" framing — "we like to buy great businesses … where they have hit some hopefully temporary hiccup" — CFA Society of Mexico, Aug 17, 2022. (quote-backed)

P16. Distressed business in a distressed industry

• Asks: Is the company being bought amid demonstrable distress — industry-wide pessimism, multi-year lows, sector multiple compression — rather than at fair-weather prices?
• Good: Documented drawdown and sector context (post-9/11 motels, tanker rates below breakeven, funeral-sector debt fears) showing you are buying from fearful sellers, while the figure table confirms the business still functions.
• Source: The Dhandho Investor, "Invest in Distressed Businesses in Distressed Industries" (Dhandho 201). Stated directly: "when I invested in the auto industry at Fiat Chrysler, the industry was distressed" and "Industries do get distressed, and even countries get distressed, like Turkey" — The Ten Commandments of Investment Management; with the fearful-seller imagery, "the theater is empty, there's a fire in the theater and everyone's exiting through all the exits and I'm going into this burning theater" — Babson College Fund, Feb 9, 2021 (and the buying itself: "I was buying funeral homes, steel companies, and so on" — London School of Economics, Jan 18, 2023). (quote-backed)

P17. Paid to wait while the uncertainty persists

• Asks: While the market's fear persists, does value actually accrue to owners — cash building on the balance sheet, dividends, buybacks, debt paydown — so you are paid for waiting even if the re-rating never comes? Name the mechanism from the filings.
• Good: A filing-visible mechanism that compensates owners during the wait (rising net cash, dividends, a shrinking share count, deleveraging) — "value is its own catalyst." The fail condition is not the absence of a dated catalyst but the absence of any path for value to reach owners: cash that never returns, value trapped by a controller, or a business that consumes rather than generates. A discrete resolution event (refinancing, ruling, cycle turn) is a welcome bonus, never a requirement — he holds with no idea whether convergence takes six months or ten years.
• Source: The Dhandho Investor low-risk/high-uncertainty framework, reframed to his stated catalyst doctrine: "I have never done catalyst investing. Value is its own catalyst" — lecture at Boston College (Carroll School of Mgmt), Nov 3, 2016; "if a company never gets to intrinsic value, that is a huge positive for you because it means that you could be collecting dividends … buying back shares" — session at University of Nebraska Omaha, May 3, 2024. (quote-backed)

P18. Cyclical trough vs. secular rot

• Asks: Is the depressed earnings level attributable to a documented industry cycle (prior recoveries visible in 10-year data) rather than a permanent demand or technology shift?
• Good: Industry volume/price data across at least two prior cycles showing recovery, plus evidence this company survived prior troughs balance-sheet intact — the Frontline pattern, not the Sears pattern (secular decline dressed as a cycle).
• Source: The cyclical-vs-secular test in his own words: "we have to separate normal cyclicality … from secular decline. And we cannot be like, trigger happy" — Rotman School of Management, Mar 3, 2023; "it is okay for the business to be cyclical. For example, NVR is a cyclical business … but we cannot have a business that goes into secular decline" — Boston College, Oct 27, 2022; with the documented recurring cycle that makes a trough a trough, "you would have a five-year boom followed by a five to 10-year bust, and then the cycle would repeat" — Manual of Ideas Global (MOI), Jan 21, 2025. (quote-backed)

P19. Too small or too ugly for institutions

• Asks: Is the mispricing plausibly caused by structural neglect — market cap too small for institutions, thin or zero analyst coverage, index exclusion, forced sellers?
• Good: Verifiable neglect (few covering analysts, low institutional ownership, a recent forced-selling event); the cheapness has a mechanical explanation rather than superior insider knowledge on the other side.
• Source: Mosaic (2004), small-cap inefficiency and where bargains hide. The structural-neglect mechanism, stated directly: "An institutional investor with hundreds to millions or billions of dollars cannot look at small investments" — Approaches to Value Investing (Narsee Monjee), June 16, 2022 (and "too small for private equity. Private equity hates doing these itty-bitty deals" — My First Million, May 5, 2026); the forced-seller version, "some guy at Templeton in New York probably issued some order saying, exit Turkey. There was no analysis … done about what they own" — University of Texas, Feb 28, 2023; and the nano-cap, "the market cap was 16 million US dollars … 2% of the liquidation value" — Harvard Business School, Sep 15, 2023. (quote-backed)

Leverage & survival

P20. Leverage that kills

• Asks: Map the debt from the filings: gross debt vs. cash, maturity schedule, covenants, refinancing needs, off-balance-sheet obligations and guarantees. Can the company survive two to three bad years without needing capital markets or a lender's goodwill?
• Good: Net cash or trivial debt with no near-term maturities and no covenant tripwires — the common case in this Japanese hunting ground, and it should be verified, not assumed. Any structure where a temporary earnings shock can force dilution, fire-sale asset disposals, or bankruptcy fails outright, regardless of cheapness. Maturity coverage is a two-part standard: (1) a reconciled maturity table showing all principal due inside 3 years covered by cash on hand plus conservatively haircut free cash flow, without assuming refinancing — the guard against Delta Financial (bankrupt December 2007), solvent on paper but dead when it could not roll funding; and (2) every feared maturity has at least two credible exits (repayment, extension, refinancing, asset sales) short of distress — the Stewart Enterprises pattern of a year-by-year maturities-versus-sources table showing the feared "wall" resolves in almost every branch.
• Source: Pabrai's post-2008 checklist project — items reverse-engineered from documented mistakes of great investors — described in Atul Gawande, The Checklist Manifesto (2009). The headline is his single most-repeated lesson: "The single largest reason for investment not working out … was leverage. We have probably about 30 questions related to leverage in the checklist" — UNC Business School, Dec 5, 2022; "The single biggest reason why businesses fail is leverage … IKEA has never taken debt" — Diary of a CEO, Jul 13, 2025. The two-part maturity-coverage mechanics (a reconciled maturity table haircut without assumed refinancing — the Delta Financial guard; the Stewart-style year-by-year sources-vs-maturities table) remain reconstructed method layered on this quote-backed principle. (quote-backed)

P23. Funding-model dependence on capital markets

• Asks: Does the business model itself require continuous access to wholesale funding, securitization, commercial paper, or repeated equity raises to operate (not just to grow)?
• Good: Operations self-funding from customer cash flows; any origination or financing arm is match-funded or deposit-funded rather than short-term wholesale reliant — the exact Delta Financial failure mode.
• Source: Delta Financial post-mortem; The Checklist Manifesto (Pabrai profile) — leverage a named checklist category with roughly ten questions, including being shut out of needed credit markets. (quote-backed)

P24. Covenant headroom under stress

• Asks: What are the actual financial covenants in the credit agreements (from filings), and how much EBITDA or asset-value decline can the company absorb before breaching them?
• Good: A reconciled covenant table showing at least ~30–40% cushion on every tested metric in a recession scenario; no covenant whose breach hands creditors the company while the equity thesis is still intact.
• Source: The Checklist Manifesto (leverage category); the 2008-era pattern of investors losing money in businesses whose debt terms they had not read. (reconstructed)

P25. Hidden and off-balance-sheet leverage

• Asks: When operating leases, purchase obligations, pension deficits, guarantees, and factored receivables are added back from the footnotes, what is true leverage — and does the survival math still hold?
• Good: An adjusted net-debt table reconciling reported debt to economic debt, with fixed-charge coverage recomputed on the adjusted figure and still comfortable.
• Source: The Checklist Manifesto (leverage category); failures where obligations weren't on the face of the balance sheet. (reconstructed)

P26. Two-year shutdown survival test

• Asks: If revenue fell severely (or credit markets closed) for 24 months, does the company survive on cash, working-capital release, and cuttable costs — shown with a reconciled figure table?
• Good: A stress table demonstrating positive liquidity through month 24 with no refinancing and no asset fire sales; survival precedes returns.
• Source: Pabrai lectures citing Buffett's "Rule No. 1: Never lose money." He performs the shutdown-survival math directly: on a homebuilder, "If they didn't build any homes, they would lose 25 million … If you can see that the balance sheet can handle that for several years, then you're fine" — Boston College (Carroll), Oct 8, 2020; and holds up the benchmark "Bill Gates … wanted Microsoft to have enough cash so it could run for two years with no revenue" — mint-Equitymaster, Apr 11, 2023. The reconciled month-24 liquidity table is the practitioner's rendering of this stated survival test. (quote-backed)

P27. No forced dilution in the downside branch

• Asks: In the pessimistic scenario, does the company avoid issuing equity at depressed prices — is there a cash-plus-facilities runway of at least 18–24 months from the reconciled figures?
• Good: A liquidity table where cash, undrawn committed facilities, and pessimistic FCF cover all needs for two years; the downside branch is "wait longer," not "get diluted at the bottom."
• Source: The Dhandho Investor, low-risk high-uncertainty framework applied to balance sheets (Stewart, Frontline patterns). (teaching-derived)

P28. Shrink-to-survive optionality

• Asks: In a prolonged downturn, can the company shrink to cash breakeven — sell assets, idle capacity, cut capex — without destroying the franchise, and do filings show it has these levers?
• Good: Frontline pattern — individual assets saleable at market prices to cover cash costs; fixed obligations small enough that survival doesn't depend on high prices returning quickly.
• Source: The Dhandho Investor, Frontline case study. Stated directly with the Frontline mechanics intact — "they could just sell three ships … paid off the debt … enough cash left over to keep sustaining operations for six to nine months. They could sell three more ships after that" — My First Million, Mar 27, 2025; and generalized to standalone assets — "they could unload assets and they could unload refineries. Refineries are kind of standalone entities" "Teck could sell some assets and they could get out of the fix they were in" — Boston College (Carroll), Nov 3, 2016. (quote-backed)

P29. Ring-fenced, limited-recourse leverage

• Asks: Is the company's leverage structured so trouble in one asset or subsidiary cannot sink the whole — non-recourse project debt, no cross-default chains, disclosed covenant headroom?
• Good: Debt footnotes show non-recourse or subsidiary-level borrowing and no parent guarantees that convert a local problem into a corporate one — Papa Patel's worst case was losing one motel's equity, not the family.
• Source: The Dhandho Investor, ch. 1 (Papa Patel's motel financing). Stated directly and repeatedly: "all that debt was non-recourse. That debt was tied to individual ships. There was no debt with the parent. If they defaulted … the bank could just take the ship" — My First Million, Mar 27, 2025; "structure it in a kind of non-recourse way where if things went south, your loss is limited" — Harvard Business School, Sep 15, 2023; the Patel motels "were non-recourse loans" — EO Gurgaon, Jan 10, 2023. (quote-backed)

P30. Lowest-cost operator survives the war

• Asks: Is the company verifiably the lowest-cost producer/operator in its niche — able to remain cash-positive at prices that put competitors underwater?
• Good: Unit-cost or margin comparison against named peers from filings showing a durable cost gap (labor model, location, scale) — the last man standing in a price war, like the family-run Patel motels.
• Source: The Dhandho Investor, ch. 1 "Patel Motel Dhandho." Stated directly as the last-man-standing test: "you're the low-cost producer. You can drop your prices to a point where your other two competitors will start bleeding and you will still be making money" — Boston College (Carroll), Oct 12, 2023; "Saudi Aramco would still be producing and still be making money … a very durable moat" — Ashoka Investment Club, Apr 22, 2025; "when their competitors have pneumonia, they just have a mild cold" — Boston College, Oct 14, 2021. (quote-backed)

P31. The hurry check — insider margin and pledging

• Asks: Have insiders pledged material amounts of their shares as loan collateral, or does the controlling shareholder show other documented signs of being personally leveraged?
• Good: Proxy shows zero or immaterial pledged shares and no history of forced insider sales — from the Rick Guerin story Buffett told Pabrai at the 2008 lunch: just as smart, but in a hurry, and margin leverage wiped him out in 1973–74.
• Source: Pabrai's retelling of the 2008 Buffett lunch (Rick Guerin story) in lectures and Chai with Pabrai. (quote-backed)

Cloning & precedent

P32. Cloning — is the model already proven somewhere?

• Asks: From the yuho's business description: is this a validated business model rather than an innovation? Two forms of proof count — (a) a comparable business in the US or elsewhere whose full trajectory is already known (for Japan, is there a Western analog further along the same curve?), and (b) a proven investor or documented precedent already validating this kind of setup.
• Good: You can name the comparable and state what happened to it — margins, endgame, multiple — so the company's future has a lived precedent rather than a projection. Copycats executing a proven playbook beat innovators; being the second or third to run an idea that worked is a feature, not an embarrassment. No nameable precedent anywhere means the idea leans on originality, which this lens penalizes.
• Source: The Dhandho Investor, "Invest in the Copycats Rather Than the Innovators" (Dhandho 403); Pabrai's open account of cloning Buffett's fund structure and 13F ideas — Authors@Google talk (2007) and repeated in his "Chai with Pabrai" Q&A sessions (YouTube, 2019–). (quote-backed)

P33. Copycat, not innovator

• Asks: Does the company make its money by scaling and lifting proven ideas rather than by betting shareholder capital on unproven innovation?
• Good: Revenue and capex directed at replicating models already proven (by the company or by others); genuinely novel R&D bets a small fraction of capital deployed, verifiable in the segment/capex disclosures.
• Source: The Dhandho Investor, "Invest in the Copycats rather than the Innovators" (Dhandho 403, chapter title). (quote-backed)

P34. Analog economics, side by side

• Asks: Do the unit economics in this company's filings actually match the named proven analog (another geography, an earlier era, an adjacent industry)?
• Good: A side-by-side margin/return comparison against the analog's public financials — innovation risk removed by evidence, not assertion.
• Source: Pabrai lectures on cloning as a business strategy. Stated directly as a side-by-side across geographies: "We can compare Coke and Pepsi bottlers around the world … The economics are very similar" — YPO Delhi, Jul 9, 2024; the analog valuation triangulation "One of the three things is true; Varun is overvalued, the Coke bottler is undervalued, or a combination of the two" — mint-Equitymaster, Apr 11, 2023; and the cross-geography multiple gap "you could buy the Coke bottler in Turkey for seven times the earnings … You cannot buy a Coke bottler in the United States for seven times the earnings" — Babson College Fund, Feb 9, 2021. He also frames the Western analog as further along the curve: "we find parallels that have very strong histories in the US or Europe … You can kind of look at the trajectory" — The Ten Commandments of Investment Management. (quote-backed)

P35. Superinvestor precedent (13F cloning)

• Asks: Does at least one investor with a long documented record hold this security per current 13F filings, and was their entry price at or above today's price?
• Good: A named superinvestor position with cost-basis context, plus your own independent IV work — the idea sourced from a legally free, public, high-grade source rather than promotion. For Japan-only listings, 13F covers only US-traded securities — use EDINET 5% filings and published letters of documented investors as the analog; absence from 13F is not absence of precedent.
• Source: Pabrai's "shameless cloning" — interviews (Forbes 2013 era onward), Chai with Pabrai on 13F idea sourcing; The Dhandho Investor. (quote-backed)

P36. Independent re-underwriting of a cloned idea

• Asks: Having found the idea via another investor, can you state the thesis and downside case entirely from primary filings, without reference to the originator's reasoning or continued involvement?
• Good: A written thesis built only from the annual report and reconciled figures that would survive the originator selling (13Fs are stale by up to 135 days) — clone the idea, not the conviction; when it drops 40% you're on your own.
• Source: Direct doctrine — clone the idea, not the conviction: "the reason I bought Consol is very different from the reason David Einhorn bought it, even though I took the idea from David" — U. Nebraska Omaha, May 3, 2024; "Once you see the idea, you do all your own work, do your research, do everything, make sure it is something you understand well, make sure it is within your circle of competence" — My First Million, Mar 27, 2025; "Cloning can be a really good way to trim the data set, but you still have to do the work … whether you can understand the business well enough" — LSE Value Investing Society, Jan 30, 2024. (quote-backed)

P37. Base rates from prior industry distress cycles

• Asks: What happened in prior distress cycles in this exact industry — how many comparable firms recovered, how long did it take, and at what recovery multiples?
• Good: A short precedent list with dates and outcomes showing the base rate of recovery supports the thesis rather than a "this time is different" story — Mittal bought steel plants for cents on the dollar because history showed cheap-enough heavy assets eventually pay off.
• Source: The Dhandho Investor, Lakshmi Mittal steel purchases and Patel motel cycles as precedent patterns. (teaching-derived)

P38. Growth by replicating a proven unit

• Asks: Does the company's growth come from repeating an already-proven unit economic model (same box, new location/customer), with per-unit economics visible in filings?
• Good: Papa Patel pattern — the first units demonstrably work (unit-level margins, payback periods derivable), and growth capital goes into near-identical replications, not new unproven concepts.
• Source: The Dhandho Investor, ch. 1 "Patel Motel Dhandho." Stated with the per-unit payback economics: "when they open a Starbucks store, and it takes them 18 to 24 months to get all their money back. You open a store outside the US, and they get it back in a year" — Jan 5, 2022; and the replicate-the-proven-box mechanic "buy the second motel and then send some cousin to run the second motel. Then buy the third motel and then keep going" — EO Gurgaon, Jan 10, 2023. (quote-backed)

P39. Cannibal check — shrinking share count

• Asks: Has the diluted share count fallen materially (e.g., >3–4%/year) over the past 5 years through buybacks executed below any reasonable intrinsic value estimate?
• Good: A reconciled share-count table from filings showing sustained reduction at prices below your conservative value estimate — Munger's "cannibals," the companies eating themselves, as retold by Pabrai.
• Source: Chai with Pabrai sessions on Munger's cannibals; interviews on buyback-driven "free lunches". (quote-backed)

Management & skin in the game

P40. Skin in the game — do insiders win only if owners win?

• Asks: From the proxy/yuho governance sections and the figure table: how much stock do management and directors own relative to their annual compensation? Are there related-party transactions, cross-holdings serving management entrenchment, or a history of dilutive issuance and empire-building acquisitions?
• Good: Insider shareholdings large enough that the stock matters more to management than the salary; compensation modest relative to owners' outcomes; no pattern of self-dealing or dilution. The failure-derived question is blunt: is there any way management gets rich while shareholders don't? If yes, that channel tends to get used — misaligned incentives are the second recurring killer in the failure record his checklist items came from.
• Source: Same checklist-from-failures lineage as P20 — Gawande, The Checklist Manifesto (2009). The asymmetric-enrichment channel the item warns about, stated directly: option-heavy pay is "heads, they win and not tails. They don't lose. … There's no real skin in the game there" — Investor's Podcast, Apr 25, 2023; against the alignment he wants, "we want very high integrity management, and we want insider ownership, a kind of alignment of interest … an insider who owns it" — Approaches to Value Investing (Narsee Monjee), Jun 16, 2022; the owner-with-real-economic-interest ideal being "Roberto Goizueta himself owned two and a half percent of Coke … a significant economic interest" — UC Irvine, May 24, 2016. (quote-backed)

P41. Owner-operator with real equity at risk

• Asks: Do the managers or founders own a large equity stake bought or built with their own capital (not just granted options), verifiable in the proxy?
• Good: Insider ownership well into double digits or demonstrably the bulk of the CEO's wealth, with holdings history showing accumulation — the Patel/Manilal/Branson pattern of eating one's own cooking.
• Source: The Dhandho Investor owner-entrepreneur pattern throughout. The item's load-bearing distinction — equity bought with the manager's own capital, not granted options — stated directly: "a lot of the Berkshire managers have significant ownership of Berkshire, but they've basically taken after tax earnings and bought it with those earnings" — Investor's Podcast, Apr 25, 2023; against option grants that get monetized, "as soon as those became exercisable, they would exercise and sell those positions … he wanted management with skin in the game where there was large ownership" — Oxford Alpha Fund, Nov 21, 2023; the concrete owner-operator stakes he underwrites being "The founders of the business, they own 40% and my fund owns 33%" — EO Kenya (Nairobi), Oct 8, 2022. (quote-backed)

P42. Insider buying during the distress

• Asks: During the current drawdown, are insiders buying in the open market with their own cash (past 12–24 months) — or quietly selling into the recovery narrative?
• Good: EDINET 5% large-shareholding reports (大量保有報告書) and their amendments, the yūhō major-shareholder and officer-holding tables across years, and TDnet disclosures showing insider stakes rising through the drawdown; red flag if the executives preaching recovery are reducing at depressed prices. Per-trade insider data (the Form 4 equivalent) is generally unavailable in Japan — year-over-year holding changes are the workable evidence. If it's truly a fifty-cent dollar, the people who know it best should be reaching for their wallets.
• Source: The Dhandho Investor / Mosaic owner-acting-on-his-own-bargain pattern; Pabrai lecture Q&As on reading insider behavior. (teaching-derived)

P43. Key-insider personal stress [PRACTITIONER]

• Asks: Is any key insider (CEO, founder, controlling shareholder) publicly documented as going through a divorce, major lawsuit, health crisis, or other personal upheaval that could distort judgment or force share sales?
• Good: No such disclosures in proxies, TDnet timely disclosures, or the yūhō legal-proceedings and risk notes — court records and credible press are the practitioner's channels; if present, the position is sized or declined accordingly.
• Source: Spier, The Education of a Value Investor ch. 11 (documented Pabrai–Spier shared checklist item). (quote-backed)
• Agent proxy: sweep the yūhō legal-proceedings and risk notes and TDnet timely disclosures for major litigation or upheaval involving named key insiders; the personal-stress surveillance (divorce, health crisis, private lawsuits via court records or press) is the practitioner's part.

P44. Compensation tied to per-share value

• Asks: Is total executive compensation modest relative to earnings and the executives' equity stakes, and tied to per-share value creation (per-share FCF, returns on capital) rather than raw size, revenue, or EBITDA?
• Good: Proxy shows per-share or return-on-capital incentive metrics, no serial option repricing, no persistent dilution from comp, no bonuses for value-destructive acquisitions — managers who get rich only the same way you do, through the shares.
• Source: The Dhandho Investor owner-operator incentive pattern; Buffett-style compensation. The modest-comp half of the item, stated directly: "Jeff Bezos himself has never awarded himself any options. He typically had a lower salary than even the $170,000. He hasn't had a bonus and he hasn't had stock options" — IIT Patna, May 10, 2023; and comp beyond the ownership incentive as pure drain — even for a manager "worth it," it "was an add-on that was a tax to the shareholders" (Ellison/Oracle) — Investor's Podcast, Apr 25, 2023. (quote-backed)

P45. Frugal operating culture

• Asks: Do SG&A per revenue dollar, corporate overhead, and executive perks indicate frugality relative to peers, from the income statement and proxy?
• Good: SG&A ratio at or below peer median with a flat-or-falling trend, modest cash comp, no lavish perks, headquarters costs proportionate — the Dhandho operator strips cost out of everything.
• Source: The Dhandho Investor, ch. 1 (Papa Patel's family-run cost model). The frugal-operator screen stated directly with named cases: Marchionne "buys $200 suits … happy to have a $3 sandwich for lunch" — LSE Value Investing Society, Jan 30, 2024; Amazon where "nobody is paid more than $170,000 base salary … the lowest among all its peers" — IIT Patna, May 10, 2023; and the turn that "showed up in the numbers" — "Mark moved from being a spendthrift to being a Patel … he tightened it up" — My First Million, Apr 4, 2024. (quote-backed)

P46. Capital allocated at distressed prices, historically

• Asks: Does management's track record show buying assets and repurchasing stock when prices were distressed, and refraining (or selling) when prices were rich?
• Good: A dated list from filings of major acquisitions/buybacks with the multiples paid, showing counter-cyclical timing — Mittal paying a tiny fraction of replacement cost exactly when nobody wanted steel plants.
• Source: The Dhandho Investor, Lakshmi Mittal case study. The counter-cyclical capital-allocation track record stated directly: "John Arrillaga was selling off a lot of his properties when things got euphoric, and he would buy them all back … when things got overly pessimistic" — Oxford Alpha Fund, Nov 21, 2023; the share-count version, "You look at Henry in the sixties, he's issuing shares furiously and the seventies, he's buying back shares like crazy" — Boston College, Oct 27, 2022; and the distress-buy pattern, "When the downturns came, he aggressively bought all these distressed properties" — My First Million, Mar 27, 2025. (quote-backed)

P47. Per-share capital-allocation track record

• Asks: Over the current management's tenure, what happened to per-share book value, free cash flow, and share count — and did major capital decisions (acquisitions, capex, buybacks) earn documented returns?
• Good: A reconciled per-share table over 5–10 years showing compounding, with acquisitions traceable in filings to segment profits rather than goodwill write-offs.
• Source: Pabrai lectures on management as capital allocators; Chai with Pabrai discussions of great allocators. (teaching-derived)

P48. Minimal capital at risk in new ventures

• Asks: When the company enters a new business line, does it structure entry so the capital at risk is small and the exit is cheap (leases instead of purchases, staged commitments, partner capital)?
• Good: Virgin Atlantic pattern — new ventures launched with modest committed capex relative to FCF and walk-away options; Branson's leased 747 he could hand back meant a failed airline would barely dent Virgin.
• Source: The Dhandho Investor, Richard Branson / Virgin Atlantic case study. The small-bet entry doctrine stated directly: "No good spawner is going to bet the mothership on an unproven flyer" — Peking University (Guanghua), Dec. 3, 2020; and the Bezos version, "[Bezos] made many bets, but they were all small … if those bets did not work, it would not matter" — UNO / Columbia, May 2 & Mar 25, 2025. (quote-backed)

P49. Promoter integrity screen

• Asks: Do filings show related-party transactions, loans to insiders, auditor resignations or qualified opinions, aggressive pledged-promoter stakes, or a history of shortchanging minority shareholders?
• Good: Clean related-party footnotes, a stable reputable auditor, no value transfers to private promoter entities — in some markets the first question is whether the promoter will share the wealth with you at all.
• Source: Chai with Pabrai sessions on promoters and management integrity. The fraud/promoter screen stated directly: "follow the cash, one of the best ways to avoid fraud … even in the US, like MCI WorldCom … it was easy to spot" — Ten Commandments of Investment Management, Oct 10, 2018; abroad, "when I go outside the US shores, governance becomes important. Integrity becomes important" — UNC Kenan-Flagler IMC, Dec 5, 2022; the standard being "the integrity and ethics and competence of management, how they would treat outside shareholders" — YPO Nairobi, Oct 11, 2022. (quote-backed)

Simplicity & valuation

P50. One-paragraph thesis at half price

• Asks: Write the thesis in one short paragraph: what the business does, why the crayon-level intrinsic value estimate holds (a few conservative lines from the figure table — no spreadsheet), and what today's price is as a fraction of that value. The business explanation itself must fit in under five plain sentences drawn from the filings — how the company makes money, who pays, and why customers stay, without industry jargon; a business that needs a long memo fails the circle-of-competence gate. Does the paragraph hold up, and is the price roughly half of conservative intrinsic value or less?
• Good: A simple business whose economics fit in a paragraph a layperson could follow — if the valuation needs Excel, it's too close or too complicated, and either way it's a pass. The discount must be wide and obvious: intrinsic value figured conservatively and roughly, price at around 50% of it or better. This is circle-of-competence enforced by simplicity rather than by expertise claims.
• Source: The Dhandho Investor, "Invest in Simple Businesses" (Dhandho 102) and "Margin of Safety — Always!" (Dhandho 401). Stated directly: "explain the thesis of that investment in 5 or 10 sentences to a 10-year-old without a spreadsheet and without anything" — Narsee Monjee ("Approaches to Value Investing"), June 16, 2022; the half-price test, "I looked for companies that were selling for half or less than what they were worth in two or three years" — Peking University ("The Quest for 10–100 Baggers"); the crayon-level worked example, "the company has no debt. It has got $15 a share in cash … that is $45. I can do the third-grade math and the stock is below 45" — Boston College (Carroll), Nov 7, 2019. (quote-backed)

P52. The no-Excel test

• Asks: Does the valuation work as back-of-envelope arithmetic from a handful of reconciled figures, or does it require a multi-tab spreadsheet and precise assumptions to show upside?
• Good: The gap between price and value so wide that rounding doesn't matter — under ten lines of arithmetic, every input traceable to filings; if you need Excel to figure out whether it's cheap, it's not cheap enough.
• Source: Pabrai interviews and Chai with Pabrai on never using Excel for investment decisions; The Dhandho Investor, Dhandho 102. (quote-backed)

P53. Fifty-cent dollar

• Asks: Is the current price no more than roughly half of a conservatively computed intrinsic value per share, built from reconciled filing figures rather than management projections?
• Good: A stated intrinsic value range with the conservative assumptions listed and entry price ≤ ~50% of the low end — his standing minimum margin of safety.
• Source: The Dhandho Investor, "Margin of Safety — Always!" (Dhandho 401), quoting Graham: "The function of the margin of safety is, in essence, that of rendering unnecessary an accurate estimate of the future."; lectures on buying dollars for fifty cents. (quote-backed)

P54. Established business, not a projection

• Asks: Does the thesis rest on an existing business with a long audited operating history, so intrinsic value comes from filed results rather than projections of an unproven venture?
• Good: 5–10+ years of revenue, margins, and cash flow in the filings; no credit for unlaunched products, unbuilt plants, or hockey-stick forecasts.
• Source: The Dhandho Investor, "Invest in Existing Businesses" (Dhandho 101). Stated directly: "not to invest in IPOs and not to invest in any businesses that have less than 5 or 10 years of history as a public company" — SRCC Delhi, June 14, 2023; and "they don't put any faith in projections. They look at the track record" — Boston College (Carroll), Nov 7, 2019. (quote-backed)

P55. Slow-changing industry

• Asks: Has the basic economic model of this industry changed slowly over decades (motels, funerals, shipping, staples), so that history is a valid guide to the future?
• Good: The product and its unit economics recognizably the same as 20+ years ago — a bed rented by the night, a funeral, a ton of steel; disruption risk to the core cash stream low and articulable.
• Source: The Dhandho Investor, Dhandho 102. Stated directly: "Industries with rapid change are the enemy of the investor" — U. Nebraska Omaha (May 2, 2025) / Columbia (Mar 25, 2025); with the durability test illustrated — "That business has been around for like 140 years and it is not going anywhere for another 140 years" — CFA Society UK, June 12, 2024, and "you buy a funeral home, the odds that you would be in business even 50 years after that are high" — Clemson University, Nov 13, 2023. (quote-backed)

P56. Normalized mid-cycle earnings, not boom-peak

• Asks: Is the valuation built on normalized mid-cycle earnings across a full cycle (10 years where available) rather than annualizing peak or trough results — and are current margins inflated by an unsustainable macro condition (credit boom, commodity spike, subsidy)?
• Good: A normalized figure averaging 7–10 years of results with peak years explicitly flagged; the buy case works on the normalized number, catching analyses done in good times that quietly assume the good times are permanent.
• Source: The Dhandho Investor, Frontline case study (cycle-average economics, never the current spot rate); The Checklist Manifesto (checks built from boom-condition investor mistakes). (teaching-derived)

P57. Moat evidenced in a decade of returns on capital

• Asks: Do ten years of reconciled figures show sustained high returns on invested capital and stable-or-better margins versus peers — the numerical footprint of a durable moat?
• Good: ROIC/ROE materially above cost of capital for most of a decade, market share held or grown, pricing power visible in gross-margin stability through input-cost swings.
• Source: The Dhandho Investor, "Invest in Businesses with Durable Moats" (Dhandho 202). Stated directly — the moat is proven by the numbers: "A great business, which has these oligopoly or monopoly type characteristics, will not be able to mask it in terms of the reporting that they have to do. The numbers would show that" — Boston College, Oct 14, 2021; "a great business, it'll be visible in the numbers … high returns and equity without a use of leverage … long runways where they can reinvest capital at high rates" — Rotman School of Management, Mar 3, 2023; the ROIC footprint concrete — "See's in 84 was producing 13 million on 20 million invested capital … 65% return on invested capital is a really good business" — UC Irvine, May 24, 2016. (quote-backed)

P58. Moats are mortal — fade the terminal assumptions

• Asks: Does the valuation assume excess returns persist in perpetuity, or do the terminal assumptions fade returns toward cost of capital, respecting that most moats erode?
• Good: Terminal value uses faded margins/returns or a conservative exit multiple; the thesis survives the moat being half as durable as it looks today.
• Source: The Dhandho Investor, Dhandho 202 (virtually no moat is permanent; most dominant businesses of a few decades ago have faded). (teaching-derived)

P59. Name and date the arbitrage spread

• Asks: What specific arbitrage-like spread does the company earn its excess returns from (cost, geographic, regulatory, brand, first-scaler), and how many years before competition closes it?
• Good: The spread named and its durability estimated in years, with the valuation assuming it eventually closes; excess margins not extrapolated forever.
• Source: The Dhandho Investor, "Fixate on Arbitrage" (Dhandho 302, chapter title). (quote-backed)

P60. Not overpaying for "the best"

• Asks: Is the entry multiple pricing in continuation of best-in-class performance — and what does the figure table say happens to the return if the company merely becomes average?
• Good: A sensitivity line showing the purchase still works at industry-average margins and multiples, rather than requiring sustained excellence to break even — the bargain bin beats the trophy case.
• Source: Mosaic (2004), on the poor returns from admired companies at premium prices. Stated directly: "do not pay fancy prices for great businesses" — U. Nebraska Omaha, May 5, 2023; "It's not enough to just buy great businesses price matters" — Trinity College Dublin, Feb 21, 2019; illustrated — "the Microsoft chart from 99 to 2015, including all the reinvested dividends, the return was zero … it was just too expensive" — FLAME University, Dec 25, 2023. (quote-backed)

P61. Convergence within ~3 years by the business's own economics

• Asks: By the business's own economics — cash accumulation, normalized earnings, deleveraging, buybacks — how does the price-to-intrinsic-value gap plausibly close over roughly three years? A discrete catalyst (spin-off, asset sale, activist) is optional; name the mechanism, not an event.
• Good: A written mechanism grounded in filing-verifiable cash economics (e.g., "collect ~90% of market cap in cash over two years," rising dividends or buybacks, deleveraging) by which owners are paid regardless of re-rating — Graham's ~3-year convergence via value, not via catalyst. The thesis must not depend on a named catalyst firing — "I have never done catalyst investing" — nor on indefinite multiple re-rating with no mechanism at all.
• Source: The Dhandho Investor, "Abhimanyu's Dilemma — The Art of Selling" (Graham's ~3-year price-value convergence), reframed to his catalyst doctrine: "I have never done catalyst investing. Value is its own catalyst" — Boston College (Carroll), Nov 3, 2016; the two-year cash-collection math — "who cares what happens after two years? … you have got 2.2 billion, and the market cap is 2.5 billion" — Boston College, Nov 3, 2016. (quote-backed)

P62. Hidden P/E of 1 — payback arithmetic

• Asks: Do plausible cumulative owner earnings over the next ~3–5 years approach today's enterprise value — a credible path to getting your purchase price back in earnings quickly?
• Good: A year-by-year table of conservative free cash flow whose sum inside ~5 years covers most or all of the current EV — the hidden-low-P/E "free lunch" pattern of his later talks.
• Source: Chai with Pabrai and lectures (2019+) on hidden P/E-of-1 opportunities. (quote-backed)

P63. Coffee-can ten-year hold test

• Asks: Would you be comfortable holding this business for ten years with no ability to sell — does it clear the "circle the wagons" bar of reinvestment runway and durability?
• Good: A written answer identifying at least a decade of reinvestment at high incremental returns, evidenced by historical reinvestment economics in segment data — not merely a cheap static asset; don't interrupt the compounding.
• Source: Chai with Pabrai and interviews (2018+) on circle-the-wagons and coffee-can investing; his stated lesson from selling compounders too early. (quote-backed)

P64. Spawner DNA

• Asks: Does the company have a documented history of spawning successful new business lines from its core, visible as new reportable segments or products in successive annual reports?
• Good: One or two past spawns traceable in segment disclosures plus continued investment in adjacencies — the Amazon-spawned-AWS pattern at smaller scale.
• Source: Pabrai's "spawners" framework talks and Chai with Pabrai (2020+). (quote-backed)

P65. Win-win ecosystem

• Asks: Does the company create genuine value for every party it touches — customers, suppliers, employees, distributors — or does it profit by squeezing someone who will eventually defect?
• Good: Retention and pricing-versus-alternatives evidence that customers get fair value; no dependence on overpricing a captive channel — Tupperware failed this test, its overpriced product undermining the model.
• Source: Spier, The Education of a Value Investor ch. 11 (Tupperware lesson; shared Pabrai–Spier checklist project). (quote-backed)

Bias checks

P66. Few bets, big bets — does this one clear the bar?

• Asks: Is this opportunity compelling enough, on the reconciled figures, that you would make it one of roughly ten large positions (≥10% of the portfolio) — and if not, why are you buying it at all?
• Good: An honest written answer ranking the idea against current holdings; it either displaces one or is passed on — no small "tracker" positions justified by curiosity.
• Source: The Dhandho Investor, "Few Bets, Big Bets, Infrequent Bets" (Dhandho 301, chapter title). (quote-backed)

P67. Edge and sizing without the Kelly formula

• Asks: From your conservative scenario probabilities and payoffs (the figure table), are the odds heavily enough in your favor to justify a large (~10%) position — and are you sizing by conviction and downside protection rather than by a formula? Pabrai disavows the Kelly formula for investing: unlike thousands of identical coin tosses, you get few, non-repeatable bets and your own edge estimate is unreliable.
• Good: A written, qualitative edge/odds case — heavily asymmetric, downside protected — sized toward his ~10% position norm, with no reliance on a Kelly-style formula to justify the size. If the odds are not clearly and heavily in your favor, pass.
• Source: The Dhandho Investor, "Few Bets, Big Bets, Infrequent Bets" (Dhandho 301) — sizing intent retained, but its Kelly-formula computation removed per his own recantation: "If I were to do another edition of the Dhandho Investor, I would take out the Kelly formula; the inclusion of the Kelly formula is a mistake" — FLAME University, Dec 25, 2023; "The Kelly formula discussion in my book was a mistake … I would just skip that entirely. I would not mention Kelly" — The Ten Commandments of Investment Management. (quote-backed)

P68. Competence without borrowed conviction

• Asks: Is this business within your circle of competence — can you explain its unit economics, customers, and competitive dynamics from the filings without relying on borrowed expert conviction?
• Good: A from-scratch explanation of how the company makes a dollar, written without analyst reports; gaps in understanding are named and either closed or the idea is passed.
• Source: The Dhandho Investor and Mosaic (2004) — a small circle of well-understood businesses. Stated directly: "The first question to ask yourself is, do I understand the business, and is the business within my circle of competence?" — Approaches to Value Investing, Jun 16, 2022; "it is important to not stray outside your circle of competence … You don't need to understand very many things" — Rotman, Mar 3, 2023. On refusing borrowed conviction: "insiders are salespeople … They are going to actually lead you astray … It is better not to talk to them" — U. Nebraska Omaha, May 3, 2024. (quote-backed)

P69. Idea provenance and the impress motive [PRACTITIONER]

• Asks: Who brought you this idea, what are their incentives, and are you inclined to buy it partly because you want to impress or stay in favor with that person?
• Good: A written note naming the source (13F, screen, pitch, friend) and their economic interest; if the source is someone you admire or want approval from, the idea gets a mandatory independent re-underwrite and cooling-off period.
• Source: Spier, The Education of a Value Investor ch. 11 (ideas acquired from others and the desire to impress). (quote-backed)
• Agent proxy: verify the P36 independent re-underwrite was completed.

P70. Cocaine-brain cooling-off period [PRACTITIONER]

• Asks: Has a fixed cooling-off interval (several days minimum) passed between first encountering the idea and placing the order, with the full checklist run in a calm state?
• Good: A dated research log showing idea date, checklist-run date, and order date separated by the mandated interval — countering Spier's "cocaine brain," the dopamine-charged state in which the prospect of easy money degrades analysis.
• Source: The Checklist Manifesto (Pabrai/Spier profile) — Spier's description of the greed-triggered mental state. (quote-backed)
• Agent proxy: verify the provenance commit predates the profile run.

P71. Commitment-bias exposure [PRACTITIONER]

• Asks: Have you publicly discussed, pitched, or written about this position (or committed to it in front of clients/peers) in a way that would make it psychologically expensive to change your mind?
• Good: No public commitment before or during the position — the documented Pabrai/Spier rule of not discussing current holdings, precisely because public statements harden into commitment bias. This is a pre-study gate; no agent proxy exists.
• Source: Spier, The Education of a Value Investor (rules chapter — don't talk about current positions); Pabrai interviews stating the same practice. (quote-backed)

P72. Envy check [PRACTITIONER]

• Asks: Is part of the attraction that peers or rivals have already made money in this name or sector — would you still want it if nobody you knew had profited from it?
• Good: A written answer confirming the idea clears the bar in a vacuum, on reconciled figures alone — the world is driven by envy, not greed, and envy is the one sin with no upside.
• Source: Pabrai lectures and Chai with Pabrai retelling Munger/Buffett on envy (including the 2008 lunch stories). (quote-backed)
• Agent proxy: where the idea was sourced via P35 (superinvestor precedent), check whether the P36 independent re-underwrite was completed.

P73. Falling price is not a thesis

• Asks: Strip out the price chart: does the buy case still stand on the reconciled figures alone, or is the main attraction that the stock is down a lot from its high?
• Good: The written thesis builds an IV-versus-price gap from filed figures and never cites the drawdown percentage or the former high as evidence of value — cheapness is a relationship between price and intrinsic value, not between price and its own history.
• Source: The Dhandho Investor, Dhandho 401 (value versus quotation). Stated directly: "We don't want to be using … the stock price to instruct us. We should be using the stock price to serve us. What should be instructing us is the fundamentals of the business" — UNC, Dec 5, 2022; and on the drawdown/former-high specifically, "we tend to look at … past performance of a security. That taints the way we look at it … what you really ought to do is ignore the past, just focus on the future" — UCI, May 24, 2016. (quote-backed)

P74. The 50% quotation-drop test

• Asks: If the price fell another 50% tomorrow on no new information, would the figure table make you a confident buyer of more — and if not, what does that reveal about the thesis?
• Good: A yes backed by the asset/earnings floor math (the IV work independent of quotation), or an honest recognition that conviction rests on price action and the idea should be passed.
• Source: The Dhandho Investor margin-of-safety / low-risk high-uncertainty framework. Stated directly as the test: "If you have to go look at a spreadsheet … when price drop 50% to understand what is going on, you have not done your homework" — Approaches to Value Investing, Jun 16, 2022; and "a lot of stocks will drop 50% after you buy them … if you have a hardcoded thesis … and if that thesis is intact after the drop, the conviction stays intact as well" — Cambridge (CIBS), Jan 31, 2025. (quote-backed)

P75. Pre-commitment: no loss-sale within 2–3 years

• Asks: Before buying, do you commit in writing not to sell at a loss within two to three years unless you can determine with high certainty that current intrinsic value has fallen below the current market price?
• Good: A written pre-commitment attached to the buy decision, plus a defined re-estimation protocol for which new filings or figures would trigger an IV rework.
• Source: The Dhandho Investor, "Abhimanyu's Dilemma — The Art of Selling." The exact rule stated: "if I'm an unwilling seller of a stock at a loss until … at least two years since I bought it, the present intrinsic value has to be below … stock price" — MDI, Gurgaon, Dec 26, 2014; with the two-to-three-year window restated, "if you're sitting there after … five years or three years and you're down 30%, the odds are pretty high that something is off" — Boston College (Carroll), Oct 12, 2023. (quote-backed)

P76. Exit price band defined before entry

• Asks: Is there a pre-defined sell zone at or around conservative intrinsic value (from the figure table), written down before purchase, so the exit is mechanical rather than emotional?
• Good: A stated IV per share and a sell band (e.g., sell as price reaches 90–100%+ of conservative IV), dated before the first share is bought.
• Source: The Dhandho Investor, "Abhimanyu's Dilemma — The Art of Selling." The sell band stated directly: "look for a 50 cent dollar, let it get to 90 cents and then sell it; buy it 50, sell it 90" — UCI, May 24, 2016; and fixed before entry in the Frontline case, "I will not sell at 90% of 40. With Frontline, I was very clear 90% of liquidation value was out of there" — Boston College (Carroll), Nov 3, 2016. (quote-backed)

P77. Thesis-breaking conditions mapped before entry

• Asks: Beyond a price target, have you written down the thesis-breaking conditions — the specific figure-table changes (IV impairment, covenant breach, demand break) that mean exit at any price?
• Good: A short list of falsifiable break conditions tied to filings, distinct from price volatility — Abhimanyu knew how to enter the Chakravyuh but not how to exit, and it killed him.
• Source: The Dhandho Investor, "Abhimanyu's Dilemma — The Art of Selling." Stated directly — the break conditions are the thesis-sentences, fixed before entry: "I have a very simple thesis. If … those sentences are no longer applicable, there's something flawed in the analysis I had done, then we need to move on. But it needs to be clear before you go in" — YPO Waterloo Austin, Oct 17, 2023. (quote-backed)

P78. The doing-nothing test

• Asks: Once bought, does the thesis require nothing heroic — no trading around the position, no management miracle, no perfectly timed events — for value to be realized by sitting still for 2–3 years?
• Good: Convergence works through passive mechanisms already in motion (cash accumulation, debt amortization, demand normalcy) visible in the filings; the plan's main activity is waiting.
• Source: Mosaic (2004), "Buffett Succeeds at Nothing"; Dhandho 301 (Pascal's quiet room). Stated directly — nothing heroic: "You don't want to be investing where you are making heroic assumptions about the magic that management's going to do … You want to see obvious things" — Ten Commandments; and value realized by sitting still: "we don't make money when we buy a stock and we don't make money when we sell a stock. We make money by waiting" — Harvard Business School Investment Conference, Apr 2022. (quote-backed)

P79. Pre-mortem in writing

• Asks: Write the future post-mortem now: it is three years later and this position is down 50% permanently — what is the single most likely documented cause, and did the checklist already flag it?
• Good: A dated pre-mortem paragraph naming the top 1–2 kill mechanisms with the filing evidence that would confirm each — mirroring how Delta Financial, Sears, and Horsehead were reverse-engineered into forward-looking checks.
• Source: Pabrai's failure-mining method. The forward pre-mortem is stated as his standing filter: "When you look at investments, it is a very good filter to always begin in your head with, 'What is wrong with this? Why won't this work? Why should I not invest?'" — U. Nebraska Omaha, Oct 15, 2024; grounded in the reverse-engineering method itself, "Let us look at the mistakes they made … where they lost money. Let us see if it was visible before they lost the money that they were going to lose the money" — Knowledge Inside, Jun 8, 2026. (quote-backed)

P80. Enumerate the unanswerables

• Asks: After a complete checklist run against filings, which questions remain answerable only with "I don't know" — and is the position sized (or declined) to reflect those enumerated unknowns?
• Good: A written list of every unanswered item: few in number, none touching leverage or fraud, each with a reason it's tolerable — matching the documented practice of running the ~70-item checklist before any purchase and letting the misses surface.
• Source: The Checklist Manifesto (Pabrai profile) — the pre-purchase checklist run that routinely surfaces things the analysis missed. (quote-backed)

P81. Un-bounded off-balance-sheet legal/compensation tail

• Asks: Is there an open litigation, product-liability, recall, or compensation exposure whose ultimate cost is NOT fixed by the recorded provision — a tail that could exceed the balance-sheet reserve by a large, un-underwritable multiple?
• Good: Either no such exposure, or one where the total is contractually/legally capped and the recorded provision plausibly covers it. A death- or injury-linked liability with an open-ended compensation process and a provision that is small relative to the plausible claim universe is a fail — it converts "uncertainty" into un-bounded permanent-loss risk, and no equity cushion offsets a liability you cannot size. When the tail cannot be bounded from filings, the name is too-hard, not a bargain.
• Source: Failure-derived, in the P4/P5 lineage (leverage/incentive killers reverse-engineered from documented losses) extended to legal tails; prompting study 4967 Kobayashi (紅麹 death-linked compensation against a small recorded provision). (reconstructed)

P82. Does the moat hold the downside, and is it already in the price?

• Asks: For each moat named under the shared taxonomy (profiles/moat-taxonomy.md), answer the Dhandho question rather than the quality question: in the downside case, does this moat put a floor under the business, and how much of it is the current price already paying for? Separate the two failure modes explicitly — a moat that protects earnings in a bad year is risk reduction; a moat that only widens the upside is uncertainty, and uncertainty is what you want the market to have mispriced.
• Good: Each claimed moat classified as floor (limits permanent capital loss — cite the row showing earnings, share or pricing held through a disclosed bad period) or upside (raises the good case only), with the citing row. The downside valuation is then built with the upside moats set to zero. Heads-I-win-tails-I-don't-lose-much requires the tails case to survive without them. A moat that cannot be sized (per the taxonomy's second discipline) is treated as upside, never as floor — because a floor you cannot measure is not a floor you can underwrite.
• Source: The Dhandho Investor ch. on moats and margin of safety; the low-risk/high-uncertainty distinction as taught in the Columbia and Boston College lectures. (teaching-derived)

Verdict guidance

The downside question dominates. If P1 fails, or leverage can turn a bad year into a terminal one (P20 and its survival companions P23–P31), the verdict is pass no matter how cheap the stock looks. If the business can't be explained in a paragraph (P50) or the market's fear can't be named (P13), the verdict is too-hard; Dhandho treats complexity itself as a reason to walk away, not a challenge to overcome. A survivable downside with a real but not-yet-wide-enough discount (P53), or a thesis where you are not yet clearly paid to wait (P17), goes to watch.

Buy-below-¥X is set at a wide discount to conservative, roughly-figured intrinsic value — Pabrai historically demanded about 50% (P53), and the low-risk/high-uncertainty setups this lens hunts (market pricing uncertainty as if it were risk) are exactly where such discounts appear. Position accordingly: few bets, big bets, infrequent bets (P66, P67) — most companies studied should produce no action at all, and that is the system working. Exit discipline is written before entry (P75–P77): on the way out, sell as price approaches conservative intrinsic value; the asymmetry that justified the entry is gone well before full value is reached. The bias checks (P66–P80) run last, in a calm state (P70), with every remaining "I don't know" enumerated (P80) before any order is placed.

Archive-depth rule. When the archived sources are shallower than an item requires (fewer years, missing competitor/customer filings, absent disclosures), the item is answered data-insufficient with the missing source named — never estimated from general knowledge without an explicit [general-knowledge: not-from-archive] flag. Load-bearing items stuck at data-insufficient push the verdict toward too-hard or watch, not toward a guess.

A too-hard verdict names the specific item ID(s) that triggered it. Item-level answers use pass / fail / data-insufficient / practitioner-pending; items after a too-hard early exit are marked not-evaluated, never silently skipped.