The Three-Mirror Review Methodology is a craft system for converting market judgments into falsifiable processes: every forecast must be decomposed into three segments — “premise logic + observable indicator + verification window” — before it may enter the inventory; every year-end review must simultaneously produce three tables — “hit list + missed list + new indicators” — to pass review. If any of the three tables is absent, the review does not count.
The Framework As It Stands
This section is compiled from research drafts: the original framework’s structure, terminology, and key formulations are preserved, including editorial bridging and external factual annotations; diagrams are drawn by the compiler following the source structure.
This framework defines the annual forecast review as pattern recognition rather than performance reporting. “Learning is essentially pattern recognition — through extensive thinking and data collection, discovering market regularities, distilling several patterns, and forming a judgment system. The validity of that system must be verified by the market; truth is tested through practice.”
The framework’s meta-stance: Analysis of financial markets is never based on intuition, emotion, or impulse. Look only at data and the logic that data reflects. When making analytical judgments, first screen out all internal emotion (regardless of whether one likes or dislikes an asset); what matters is the data and the logic behind the data.
Three-Segment Inventory Standard
| Segment | Name | Pass standard | Typical failure |
|---|---|---|---|
| 1 | Premise logic | Write the causal chain “why X will happen” in 2–3 sentences; no “I feel” or “generally speaking" | "The Fed probably won’t raise rates again” (no mechanism) → returned |
| 2 | Observable indicator | At least 1 public data source + frequency + threshold (e.g., SOFR > IORB 10bp); lagged indicators relying on “wait for data release” as the sole observable are prohibited | ”Wait until next quarter’s GDP comes out” (lagged by more than two months) → returned |
| 3 | Verification window | Specify “when is it considered right / wrong” — down to month or quarter; “eventually” or “in the long run” are prohibited | ”China real estate looks good in the long term” (no window) → returned |
Three-Table Annual Review Standard
| Table | Name | Pass standard | Typical omission |
|---|---|---|---|
| 4 | Hit list | List successfully verified forecasts, attaching factual evidence for each item across the three-segment structure of premise logic / observable indicator / verification window | Attaching only results without indicator evidence → does not count as a rigorous hit |
| 5 | Missed list | List major events not predicted during the year + indicators not noticed at the time + current explanation; must contain ≥ 1 item | ”Everything hit, nothing missed all year” → alert: very likely post-hoc memory revision |
| 6 | New indicators | Convert the missed list into new quantifiable observable indicators for the following year | Missed list exists but not converted into new indicators → review is a half-finished product |
Three-Year Case Studies (Cross-Year Longitudinal Comparison)
This framework’s 2023–2025 three-year run forms a longitudinal thread of “incremental enrichment”:
2023: Debt Mountain Ignites + Dollar Shortage (7 forecasts)
Verification case — March 10, 2023: Silicon Valley Bank (SVB) collapsed, followed by Signature Bank (March 12) and First Republic (May 1) in chain; Credit Suisse was forced into acquisition by UBS (March 19). The Fed did not activate QE; it instead created the BTFP (Bank Term Funding Program), a one-year repo instrument, to rescue banks. This forecast was inventoried in January 2023: “After the incident the Fed will not use QE again but will use other methods,” and also predicted “the next crisis will extend repo maturities” — all three segments were verified by year-end.
SOFR angina signal: December 1, 2023, SOFR spiked to 5.39; December 7 and December 27 both hit 5.40; January 2, 2024 intraday reached 5.41. At the time the federal funds target was 5.33 and IORB was 5.40 — SOFR exceeding IORB means banks have an arbitrage opportunity they are not taking, a “approaching the cash-crunch threshold” signal after the September 2019 cash crunch (SOFR spiked to 10%).
2024: Repo and Shadow Money · Dollar Heart Theory Formally Established
This framework formally proposed the three-level heart quantification standard for the first time:
- SOFR exceeds EFFR = heart murmur
- SOFR exceeds IORB = angina
- SOFR exceeds the penalty rate = heart attack
September 30, 2024 — major heart attack: SOFR spiked to 5.05% (intraday 5.2%), above the penalty rate of 5.0% at the time; the Standing Repo Facility (SRF) deployed $26 billion — the most severe single-day event in five years since the March 2020 U.S. equity four-circuit-breakers. The conceptual shift noted in the framework (missed list → new indicator): “At the time I was not sensitive enough to the heart problem… Conceptual shift: the renminbi exchange rate cannot be judged only on import-export trade… a new theory must be proposed.” New indicator for 2025: “The most important, most critical, and most timely indicator for judging renminbi exchange-rate changes is to directly observe heart attacks.”
After September 30: renminbi, yen, dollar index, and ten-year Treasury yields all reversed simultaneously. Yen logic for the same period: the July 1 dollar angina triggered the July 11 yen counterattack (¥22.5 billion intervention succeeded; the previous two had failed with ¥62.2 billion); August 5 Nasdaq synchronized deep global sell-off — same root cause.
2025: The ¥3 Trillion Reserves Floor + Three-Change Six-Reversal + Silver Squeeze
Most compelling hit case: inventoried in January 2024 (two years prior) — the Fed’s QT exit forecast: reserves 375 billion + TGA 3,875 billion total. When the Fed officially halted QT on December 1, 2025, the three-item total was 56.4 billion (~1.5%).
October 31, 2025 — SRF deployed 3.0 trillion floor; October 31 SOFR-EFFR infarction spread spiked to 39bp (infarction spread 4 levels: negative/zero = normal; 0–7bp = murmur; 7–17bp = angina; >17bp = heart attack); December 1 halt of QT announced; December 12 reverse expansion announced — just 11 days apart.
Silver squeeze missed → new indicator chain: October 2025, India’s Diwali festival demanded delivery of 1,000 tonnes from London, overwhelming the 25,000-tonne paper inventory; October 9, London halted trading for 1.5 hours, overnight silver lease rate > 200% (normal < 0.5%). The event exposed not a supply-demand problem but a systemic problem of “paper inventory figures being untrustworthy” — added to the 2026 new indicator bank. On the same day gold broke through $4,000.
Gold framework upgrade (new indicator): “Gold represents the global order itself. Commodity represents order; when the global order disintegrates, the commodity value (gold) is the unit of measure.” Paired with Shao Yong’s Number Ontology: The Before-Heaven Learning of the Yi 60-year cycle: 2025 enters the winter of globalization; the gold bull market will last at least through 2040.
Long winter for sovereign bonds (new indicator): 1960–2000 the term premium declined continuously (first 30 years inflation + latter 30 years deflation); after 2020 the pattern reversed upward — “things do not go beyond three; beyond three they must change.” U.S.–Japan bond coupling strengthened: hedge fund mirror balance sheets (U.S. hedge funds buy JGBs, Japanese hedge funds buy Treasuries); mutual selling leads to synchronized blowups. January 20, 2026 — Japan 30-year JGB rose 25bp in a single day = crisis-level volatility.
Reasoning Chain
flowchart TD A[Three-Mirror Review Methodology<br/>Judgments must be reviewable, verifiable, and falsifiable] --> B[Decompose into three segments before inventory<br/>Premise logic · Observable indicator · Verification window] B --> C[2023 First Year<br/>7 forecasts + 4 main pillars] C --> C2[2023-03 BTFP rescues SVB<br/>2023-10 30-year Treasury halved<br/>SOFR three anginas 5.39/5.40/5.41] C2 --> D[2024 Second Year<br/>Heart theory formally established] D --> D2[2024-09-30 SOFR 5.05%<br/>SRF $26bn — 5-year worst<br/>New indicator: RMB listens to dollar heartbeat] D2 --> E[2025 Third Year<br/>Floor / Three-Change Six-Reversal / Gold as yardstick] E --> E2[$3,875bn forecast → $3,818.6bn actual<br/>Error $56.4bn 1.5%<br/>10-31 SRF $50.3bn unprecedented] E2 --> F[Cross-year longitudinal comparison<br/>Each hit expands the indicator bank<br/>Each miss converts to new indicator]
Key concepts: BTFP = Bank Term Funding Program (established 2023-03-12, new loans ceased 2024-03-11); SRF = Standing Repo Facility; IORB = Interest on Reserve Balances; SOFR = Secured Overnight Financing Rate; EFFR = Effective Federal Funds Rate; infarction spread (梗差) = SOFR − theoretical EFFR − floor spread of 8bp.
Compiler’s Perspective
Coordinates: category = Thinking Algorithms · axis_h = Fa (Method) · axis_v = What It Is
Role-reversal test: an analyst using a traditional framework who made the judgment “the Fed won’t raise rates again” — at which specific action did that analyst go wrong? The error was issuing a “directional feeling” as a judgment — without specifying at which SOFR threshold it would be considered wrong, and without specifying when the verification window ends. At year-end review, because there is no three-segment structure, the judgment cannot be crossed out and can only be subjectively rewritten as “broadly correct in direction.” The Three-Mirror system requires running the forecast through the inventory standard (§Three-Segment Inventory Standard #1–3) before it is issued — forecasts that cannot clear all three segments may only be labeled “reference thoughts” and must not be circulated under the name of rigorous analysis.
Proprietary increments:
First, “the missed list must contain ≥ 1 item” is the only rule that can mechanically verify memory integrity. If an analyst reports “everything hit, nothing missed all year,” this is not a badge of pride but an alert signal — statistically it almost certainly means post-hoc memory revision. This rule is structurally isomorphic to The Theory of Cognitive Algorithms: Integrating Deduction, Induction, and Dialectics’s “negation of negation” spiral: the missed list is that year’s “moment of negation” in cognition; the new indicators are the next year’s “sublation.”
Second, the “three-account total” case — inventoried January 2024, verified December 1, 2025 — provides a quantifiable quality benchmark for judgments: two-year-ahead forecast 3,818.6bn / error $56.4bn (1.5%). This is not merely a hit case; it is proof that “forecast precision narrows as the indicator bank accumulates” — rather than relying on single-instance luck.
Third, The Philosophical Bedrock of Thinking Frameworks: Spiral Guidance and the Negation of Negation: the Three-Mirror system’s annual cycle structurally repeats the logic of spiral ascent — each year’s “missed list → new indicators” plays the role of the moment of negation in the spiral, not an endpoint. From Debt Mountain Ignites (2023) → Dollar Heart (2024) → ¥3 trillion floor + Gold as yardstick (2025), the three years’ indicator banks are three revolutions of the same spiral.
See Also
- The 2023 Great Dollar Circulation Reversal: A Retrospective — the “microscope” review object for the first Three-Mirror year (2023); the ON RRP depletion mechanism is the underlying verification for the “Debt Mountain Ignites” forecast
- Repo and Shadow Money — the physical basis of the SOFR/IORB/SRF three-level heart standard
- The China Telescope on Globalization — the cross-year framework of the “telescope” image in the Three-Mirror
- The Theory of Cognitive Algorithms: Integrating Deduction, Induction, and Dialectics — methodological isomorphism between the three-segment inventory standard and the deduction-induction-dialectics three steps
Sources
- Compiled draft z-0221 · collected July 2026
- Annual lecture series · logic review sessions, 2023 / 2024 / 2025 cohorts, 6 episodes total (public lectures, identity-stripped collection)
- External reference: BTFP Federal Reserve Board official announcement (2023-03-12); Williams, J.C. (2022). “Demand for Reserves and the Fed’s Balance Sheet.” FRBNY Staff Reports.