English | 简体中文
Agent skill stack for manuscripts targeted at 《管理科学学报》 (Journal of Management Sciences in China, JMSC) — the flagship quantitative / mathematical management-science journal co-sponsored by the NSFC Management Science Division (国家自然科学基金委员会管理科学部) and Tianjin University (monthly; ISSN 1007-9807; CN 12-1275/G3).
This repository is opinionated. It is not a generic management-writing toolbox. It is a JMSC-specific stack built around the journal's defining bar: a rigorous model + proven propositions + an analyzed algorithm + numerical insight — NOT regression coefficients and policy talk.
Verified journal facts live in resources/journal-profile.md with source links.
JMSC is a 数理 (mathematical / quantitative) journal. Its bar differs sharply from empirical-causal journals (管理世界 / 经济研究) and theory-building journals (南开管理评论):
| Constraint | JMSC | Implication |
|---|---|---|
| Deliverable | Model + proof + algorithm | "We find X affects Y" is off-fit |
| Contribution | New model / property / algorithm | Methodological, not policy |
| Rigor | Explicit assumptions, proven propositions | A model without proof is rejected |
| Algorithm | Complexity / convergence analysis | "It runs fast" is not analysis |
| Validation | Numerical / simulation study | Must validate theory + give managerial insight |
| Managerial point | Decision rule from the model | NOT "加强完善推进" slogans |
| Abstract / length | ≤ 300 chars; ≤ 8000 chars (review ≤ 12000) | Lead with model + result |
| Notes | Numbered refs 〔1〕, by order of appearance | In-text author-year off-style |
| Skill | Role |
|---|---|
jmsc-workflow |
Router — which skill next; key fork is 数理 vs 经验实证 |
jmsc-fit-positioning |
On-target? Regression + policy / survey-SEM → re-route |
jmsc-problem-formulation |
Formalize the decision problem |
jmsc-model-building |
Variables / constraints / objective / assumptions explicit |
jmsc-proofs |
Propositions / theorems with proofs; logical completeness |
jmsc-algorithm |
Algorithm design; complexity / convergence analysis |
jmsc-numerical-experiments |
Simulation validating theory + managerial insight |
jmsc-behavioral-om |
Behavioral OM: experiment design, manipulation checks, identification |
jmsc-managerial-insights |
Decision rules from the model, not policy slogans |
jmsc-notation-style |
Unified notation, explicit assumptions, proofs in appendix |
jmsc-submission |
Preflight: formula / theorem typesetting, online system |
jmsc-rebuttal |
R&R response letter |
/plugin marketplace add https://github.com/brycewang-stanford/awesome-journal-skills
/plugin install journal-of-management-sciences-in-china-skills
/reload-pluginsmkdir -p ~/.claude/skills && cp -R skills/jmsc-* ~/.claude/skills/
# or
mkdir -p ~/.codex/skills && cp -R skills/jmsc-* ~/.codex/skills/Editorial policy evolves. Treat these skills as opinionated heuristics, not official policy — always confirm against the journal's latest 投稿指南/来稿须知 at jmsc.tju.edu.cn.