From jfm-skills
Determines whether a research question is appropriate for the Journal of Financial Markets by evaluating if it focuses on market microstructure, liquidity, price discovery, or trading mechanisms rather than broader asset pricing or corporate finance.
How this skill is triggered — by the user, by Claude, or both
Slash command
/jfm-skills:jfm-topic-selectionThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
- The paper studies trading, liquidity, prices, or order flow, and you must decide JFM vs. JF / JFE / RFS / JFQA
JFM publishes research on how securities are traded and priced — the design and analysis of trading mechanisms, optimal order placement, the role of information in markets, liquidity, and price discovery. The clean test is the mechanism question: Does the paper's central economic force live inside the trading process? If you can restate the contribution without referencing spreads, depth, order flow, market design, information asymmetry among traders, or price formation, it is probably not a JFM paper.
| The question is really about… | Microstructure cut that makes it JFM | If no such cut |
|---|---|---|
| A firm event (M&A, earnings, issuance) | How information enters prices via trading (PIN/VPIN, price impact, adverse selection) | → corporate finance / JF / JFE |
| A cross-sectional return premium | Whether it is a liquidity/illiquidity premium with a trading mechanism | → broad asset pricing / RFS / JFQA |
| A regulation | Its effect on market quality (spreads, depth, fragmentation, price discovery) | → law-econ / banking |
| Institutional behavior | Their order-submission / execution / trading footprint | → institutions / JF |
| Crypto / new venues | The market microstructure of the venue (AMMs, latency, fragmentation) | → fintech generalist |
A draft studies how passive-fund ownership affects stock returns. Pitched as-is, it is a broad asset-pricing / institutions paper for JF or RFS, not JFM. The microstructure cut that would make it JFM: show that index-inclusion forced trading changes the stock's price-impact function and quoted depth around the rebalance, and that the return effect operates through this liquidity channel. Now the contribution lives in the trading process — measured in bps of impact and shares of depth — and the rebalance is an exogenous order-flow shock. Same data, repositioned around the mechanism, becomes a JFM paper. If no such trading-process channel can be isolated, route it back to a broad-finance venue rather than thinning it into a weak JFM fit.
JFM publishes across equities, options, fixed income (Treasuries, corporate bonds), FX, and increasingly crypto/AMMs — but the market-structure detail must be right for that asset. An equity-microstructure framing (continuous limit-order book, Lee-Ready) does not transfer unmodified to OTC corporate bonds (dealer-intermediated, TRACE) or to FX (decentralized, no consolidated tape). Name the actual market architecture; a referee who trades that market will spot a borrowed framing instantly.
JFM publishes microstructure theory (a model in the Kyle / Glosten-Milgrom / Easley-O'Hara lineage) as well as empirics, but the fit test differs. A theory paper must yield testable predictions about observable market quantities — spreads, depth, price impact, the speed of price discovery — not just an elegant equilibrium. An empirical paper must measure those quantities credibly and connect them to a mechanism. A paper that is pure theory with no market-observable implication, or pure data-mining with no mechanism, fails the fit test from opposite directions. When in doubt, ask: what would a trader or an exchange learn from this about how the market works?
Before committing to JFM, run the three fastest desk-reject filters: (1) Mechanism — strip the microstructure words; if the paper still stands, it is not JFM. (2) Granularity — does the data resolution match the claim (intraday/order-book for an impact or discovery claim, not daily aggregates)? (3) Specialist depth — would a microstructure referee learn something new about market plumbing, or only confirm a broad-finance prior? Failing any of the three means reframe-for-JFM or reroute — do not submit and hope.
resources/official-source-map.md or marked 待核实JFM is a strong field journal, not a top-3 generalist, and the contribution should be sized accordingly. A result big and broad enough to reshape how all of finance thinks may belong at JF/RFS and would be under-placed at JFM; a result that merely re-confirms a known microstructure fact in one more sample is too thin. The JFM sweet spot is a genuine advance in understanding a trading-process mechanism — a new measure, a new identifying market-structure shock, a tested theoretical prediction, or the first careful study of a new venue/asset's microstructure — that a specialist audience will find both novel and credible. Calibrate the framing to that level: do not oversell a field contribution as a paradigm shift, and do not undersell a real mechanism advance as a minor robustness note.
If the paper keeps drifting toward one of these, that is the signal to reroute rather than force a thin JFM framing.
【Journal】Journal of Financial Markets (JFM)
【Skill】jfm-topic-selection
【Mechanism test】passes / fails — the trading-process object is: <…>
【Verdict】fit / reframe-for-JFM / reroute to JF·JFE·RFS·JFQA
【Why JFM not siblings】<specialist depth or microstructure mechanism>
【Data granularity】matches the claim? <quote/trade/order-book vs. daily>
【Source status】verified URL / 待核实 / not asserted
【Next skill】jfm-literature-positioning
npx claudepluginhub brycewang-stanford/awesome-journal-skills --plugin jfm-skillsHelps determine if a market-microstructure manuscript fits the Journal of Financial Markets, including framing, evidence bar, and desk-reject heuristics.
Routes manuscript work for the Journal of Financial Markets (JFM) across topic selection, empirical design, identification, robustness, exhibits, writing, and submission. Activates when sequencing a microstructure paper or weighing fit against JFM's specialist scope.
Routes finance manuscripts to the right journal (JBF, JFI, JCF, etc.) based on topic, institutional content, and empirical/theoretical fit.