jfm-workflow
GitHubJFM论文工作流路由器，用于指导Journal of Financial Markets稿件从选题到回复的全流程。根据当前痛点（如机制、数据、稳健性等）路由至对应的专业微技能，避免非微观结构主题误投，确保符合期刊对交易机制和实证设计的严格要求。
Trigger Scenarios
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jfm-workflow -g -y
SKILL.md
Frontmatter
{
"name": "jfm-workflow",
"description": "Use when deciding which jfm-* sub-skill to invoke next, or when sequencing work on a Journal of Financial Markets (JFM) manuscript from topic selection through rebuttal. Routes — it does not replace — the specialized microstructure-focused skills."
}
JFM Workflow Router (jfm-workflow)
Overview
This is the router for a manuscript aimed at the Journal of Financial Markets (JFM) — Elsevier's specialized field journal for market microstructure and the functioning of financial markets: liquidity, price formation and discovery, order flow, trading-mechanism and venue design, high-frequency dynamics, market-based asset pricing, and market regulation. JFM rewards papers built on deep institutional knowledge of how markets actually trade plus a careful empirical design on market data (TAQ/order-book/proprietary feeds) or microstructure theory. It is small, fast, and specialist — not a broad-finance generalist.
The single most useful thing this router does is keep you from mis-targeting. The fatal JFM error is submitting a paper whose mechanism is corporate finance, broad asset pricing, or banking with a thin "and we look at liquidity" wrapper. JFM referees are microstructure insiders; the mechanism, not the dataset, must be about market trading.
Verify volatile process facts before relying on them: publisher Elsevier; submission via Editorial Manager (检索于 2026-06；以官网为准); review model double-blind 待核实; ISSN 1386-4181 (print) / 1878-576X (online). Editor names, abstract/length limits, APC: 待核实.
When to trigger
- A user asks "what should I do next?" on a markets/microstructure paper
- A draft is ping-ponging between mechanism framing, data design, exhibits, and the response letter
- The team is weighing JFM against JF / JFE / RFS (broad top-3) or JFQA
- A JFM decision letter arrived and revision mode must start
- A reviewer says the paper "is not really microstructure" and fit is in doubt
Routing table
| Current symptom | Next skill |
|---|---|
| Is this even a microstructure/markets question, or broad finance? | jfm-topic-selection |
| Contribution vs. the microstructure frontier is fuzzy or oversold | jfm-literature-positioning |
| Causal claim rests on OLS+controls or a fragile event window | jfm-identification |
| Liquidity/price-impact measures, sample filters, or TAQ cleaning are shaky | jfm-empirical-design |
| Results may be spec-, sample-, microstructure-noise-, or inference-sensitive | jfm-robustness |
| Spread/depth/impact exhibits are dense or do not answer the question | jfm-tables-figures |
| Supporting material is too thin or sprawling for the Internet Appendix | jfm-internet-appendix |
| Intro/abstract bury the mechanism; prose misses the JFM voice | jfm-writing-style |
| Close to submission; need an Editorial Manager preflight | jfm-submission |
| Want to anticipate the microstructure referee's objections | jfm-referee-strategy |
| A decision letter / report needs a response plan | jfm-rebuttal |
Default order
jfm-topic-selection → jfm-literature-positioning → jfm-identification → jfm-empirical-design → jfm-robustness → jfm-tables-figures → jfm-internet-appendix → jfm-writing-style → jfm-submission → jfm-referee-strategy → jfm-rebuttal
jfm-writing-styleis late polish: do not rewrite the intro before the mechanism, measurement, and identification settle.jfm-referee-strategyis best run before submission as a pre-mortem, then again to plan thejfm-rebuttal.
Routing by paper archetype
The binding constraint differs sharply by the kind of microstructure paper. Read the archetype, enter the chain at the right link.
| Archetype | Likely first bottleneck | Enter at |
|---|---|---|
| Empirical microstructure (TAQ/order book) | liquidity/impact measurement + sample filters | jfm-empirical-design |
| Market-structure event (tick-size, reg change, venue entry) | identification off the exogenous shock | jfm-identification |
| Microstructure theory (Kyle/Glosten-Milgrom lineage) | mapping model objects to testable market predictions | jfm-literature-positioning → jfm-writing-style |
| Market-based asset pricing (liquidity premia, limits-to-arbitrage) | distinguishing from a broad-AP story for JF/RFS | jfm-topic-selection |
| HFT / fast-trading / latency | data granularity + venue/clock alignment | jfm-empirical-design → jfm-robustness |
Worked routing example (illustrative)
A user says: "My paper shows a new order type tightens spreads, but a referee called the result a measurement artifact and said liquidity is endogenous to the venue's launch." That is two distinct JFM pushbacks owned by different skills. The endogeneity charge is an identification problem — route first to jfm-identification to exploit the staggered venue rollout as the identifying variation and cluster correctly. The artifact charge is a measurement problem — route to jfm-empirical-design to construct alternative spread measures, then jfm-robustness to show the effect (say it settles at 9-14 bps across constructs, illustrative) survives. Only once both are solid do you return to jfm-tables-figures to present the event study and jfm-rebuttal to write the response. Prose polish (jfm-writing-style) waits until last.
Minimal decision snippet
if decision_letter_arrived: -> jfm-rebuttal (plan via jfm-referee-strategy)
elif ready_to_submit: -> jfm-submission
elif exhibits_unclear: -> jfm-tables-figures
elif appendix_or_replication: -> jfm-internet-appendix
elif results_fragile: -> jfm-robustness
elif measurement_shaky: -> jfm-empirical-design
elif endogeneity_or_causal: -> jfm-identification
elif contribution_fuzzy: -> jfm-literature-positioning
elif fit_in_doubt: -> jfm-topic-selection
else: -> jfm-topic-selection
Anti-patterns
- Treating JFM as interchangeable with JF, JFE, or RFS — those are broad top-3; JFM is the microstructure specialist
- Listing a general asset-pricing or corporate-finance paper as a JFM exemplar
- Polishing prose before the trading mechanism and measurement are stable
- Letting the Internet Appendix carry a claim the main text must establish
- Quoting an editor name, fee, or word limit not in
resources/official-source-map.mdand not marked 待核实
Output format
【Target】Journal of Financial Markets (JFM) — microstructure specialist
【Archetype】empirical micro / market-structure event / theory / market-AP / HFT
【Current bottleneck】fit / contribution / identification / measurement / robustness / exhibits / appendix / style / submission / revision
【Next skill】<one jfm-* skill>
【Reason】why this is the binding constraint at this stage
【Source check】official facts verified or marked 待核实
Version History
- 1839142 Current 2026-07-05 13:39
