How a finding earns its conclusion.
A general investigative standard, applied to every question MSR Decode takes on — a wallet, a market, an account cohort, or a claim about any of them. The same discipline runs whether the work is public research or a commissioned investigation.
- 01 Question
- 02 Provenance
- 03 Semantics
- 04 Completeness
- 05 Reconstruction
- 06 Alternative explanations
- 07 Materiality
- 08 Conclusion
- 09 Reproduction
- 10 Corrections
The ten-step standard
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Question
Every investigation starts with a bounded, falsifiable question — not a predetermined allegation and not an open-ended search for something interesting.
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Data provenance
Identify the sources relevant to the question: public on-chain records, venue-published records, official records, and other verifiable public sources. Each published investigation names its source set.
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Semantics
Determine what the fields, events, endpoints and venue representations actually mean before using them — a field can be present and still mean something other than what it appears to.
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Completeness
Test whether the data is sufficient for the claim at hand. A completeness signal can read clean on a fetch that is mostly missing; this step exists to catch that before anything is built on top of it.
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Reconstruction
Reconstruct the underlying economic activity — fill by fill, transaction by transaction — and reconcile it against any displayed or claimed figure before explaining the result.
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Alternative explanations
Actively test competing mechanisms before accepting the interesting one. Our own pipeline is the null hypothesis: an external cause is considered only after the in-pipeline account is closed in writing.
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Materiality
Determine whether the pattern is economically or analytically meaningful — a real discrepancy that doesn’t move the conclusion is disclosed, not dressed up as a finding.
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Conclusion
State what survives and what does not. “Insufficient evidence” is a valid conclusion, published as plainly as a positive one.
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Reproduction
Preserve the relevant calculations, workpapers and provenance behind a finding, and publish them where the engagement permits — a finding that can’t be checked isn’t evidence, it’s an assertion.
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Corrections
Material corrections are dated, not silently replaced. In public research, a correction is appended to the record; the original entry stays visible.
What this page is, and isn’t
This is the general standard, not a single engine.
The July 2026 wallet-copyability program applies this standard to one specific question — whether a leaderboard wallet’s profit mechanism is structurally replicable — using a purpose-built reconstruction engine. That program is MSR Decode’s historical research program and remains fully public; its own engine, measured error, and limitations are documented in the Reconstruction Workpaper. This page does not overwrite or restate that workpaper — it documents the standard the wallet engine was an instance of, and that every subsequent investigation, public or commissioned, is held to.
Commissioned investigations apply the same ten steps to whatever question is in scope — a market, an account cohort, a funding path, or a claim — not only a wallet. See Capabilities for the categories of commissioned work, and Independence for how a conclusion here cannot be bought.
See the standard applied
The cartel-arrest markets: two law-enforcement announcements tested for pre-public trading — none found. The displayed $117,153 in trading volume traced to two counterparties trading against each other for a combined net cost of $171.71, not independent directional participation.