journal-of-management-sciences-in-china-skills

Plugin journal-of-management-sciences-in-china-skills from marketplace awesome-journal-skills in brycewang-stanford/Awesome-Journal-Skills. Commands read from the repo's manifest — 1 month ago.

Skills (12)

• jmsc-algorithm

  Use when designing and analyzing a solution algorithm for a 《管理科学学报》 (Journal of Management Sciences in China) manuscript — giving exact / heuristic / decomposition methods with complexity analysis and, for iterative methods, convergence proofs. "It runs fast" is not analysis. Use after the model an

• jmsc-behavioral-om

  Use when taking the behavioral operations (行为运作) path of a 《管理科学学报》 (Journal of Management Sciences in China) manuscript — designing controlled experiments, manipulation checks, and a behavioral model that identifies the bias parameter, so the contribution is a model that explains behavior, not just

• jmsc-fit-positioning

  Use when judging whether a manuscript fits 《管理科学学报》 (Journal of Management Sciences in China) — a 数理/定量 (mathematical / quantitative) management-science journal whose deliverable is a model plus provable properties plus an algorithm. Use when the draft is regression coefficients + policy talk, or su

• jmsc-managerial-insights

  Use when deriving managerial insights for a 《管理科学学报》 (Journal of Management Sciences in China) manuscript — translating proven propositions and numerical findings into actionable decision rules tied to model parameters. Insights must follow from the model, NOT be policy slogans like "加强完善推进". Use ne

• jmsc-model-building

  Use when building the formal model for a 《管理科学学报》 (Journal of Management Sciences in China) manuscript — making decision variables, parameters, constraints, objective function, and assumptions all explicit, and justifying each assumption against the modeling goal. Use after jmsc-problem-formulation

• jmsc-notation-style

  Use when unifying notation and tightening mathematical exposition for a 《管理科学学报》 (Journal of Management Sciences in China) manuscript — one symbol one meaning, explicit assumptions, rigorous statements in the body, and full proofs moved to the appendix to keep the body readable. Use as a late-stage

• jmsc-numerical-experiments

  Use when designing the numerical / simulation study for a 《管理科学学报》 (Journal of Management Sciences in China) manuscript — validating the proven theoretical properties, testing algorithm performance, exploring parameter sensitivity, and extracting managerial insight. The study must serve the theory,

• jmsc-problem-formulation

  Use when formalizing the decision problem before model building for a 《管理科学学报》 (Journal of Management Sciences in China) manuscript — identifying the decision maker(s), decision variables, timing / information structure, uncertainty, and the objective, so the problem is well-posed. Use right after f

• jmsc-proofs

  Use when stating and proving propositions / theorems for a 《管理科学学报》 (Journal of Management Sciences in China) manuscript — ensuring each result has a precise statement, a complete proof (in appendix), and that the logical chain has no gaps. A model without proven properties is rejected here. Use aft

• jmsc-rebuttal

  Use when writing the response letter for an R&R at 《管理科学学报》 (Journal of Management Sciences in China) — addressing reviewer concerns about assumptions, proof gaps, algorithm analysis, numerical design, and model contribution, with point-by-point responses and exact pointers to revised propositions /

• jmsc-submission

  Use when running the pre-submission preflight to 《管理科学学报》 (Journal of Management Sciences in China) — checking length (≤8000 chars; review ≤12000), abstract (≤300 chars), keywords (3–8), bilingual title/abstract, numbered-reference style 〔1〕 by order of appearance, formula numbering, theorem/symbol

• jmsc-workflow

  Use when deciding which jmsc-* sub-skill to invoke next, or when sequencing a 《管理科学学报》 (Journal of Management Sciences in China) manuscript from decision-problem formulation through rebuttal. The key fork is 数理 (model/proof/algorithm) vs 经验实证 (regression/survey). Routes — does not replace — the spec

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