From msom-skills
Frames analytical or empirical results into an explicit operations contribution for M&SOM manuscripts, including structured-abstract framing.
How this skill is triggered — by the user, by Claude, or both
Slash command
/msom-skills:msom-contribution-framingThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
- Results exist but the "so what for operations" is implicit or thin
M&SOM judges manuscripts on importance, originality, clarity, validity, and relevance, and gates on an operations decision being central. State plainly: what operational decision does this paper change, and how? For analytical work, the contribution is usually the structure of the optimal policy and the comparative statics a manager can act on (e.g., "stock-up-to a threshold that rises in lead-time variability"). For empirical work, it is a credibly identified operational effect and the policy it implies. Avoid framing the contribution as a methodological novelty alone — the operations insight must lead.
M&SOM requires a structured abstract (≤ 300 words, no technical jargon): Problem definition, Methodology-results, and Managerial implications. Managerial relevance is therefore not optional framing — it is an explicitly sectioned deliverable. Write the contribution paragraph and the abstract so each required section is answerable in one or two plain-language sentences a practitioner could follow.
Frame the contribution in the vocabulary of your target Department (supply chain, services/revenue management, sustainability/health, operational innovation, analytics, or practice). If the work is field-driven, consider whether the Practice Platform is the better home; a perspective piece is an OM Forum banner article, not a standard contribution.
Run this as a concrete capability pass. First lock the process bottleneck, decision policy, queue/inventory/service mechanism, and implementation constraint; then test whether the manuscript addresses operations reviewers who look for service/manufacturing process insight, implementable policies, and operational performance evidence.
claim / evidence / blocker / next edit rows so the next pass can patch the manuscript directly.resources/official-source-map.md for volatile rules and name the one unresolved fact that could change the recommendation.The premium clause M&SOM rewards is the managerial insight that survives the model — a sentence a department editor can repeat to a practitioner.
Vignette: a staffing model for a hospital emergency department where physicians flex between fast-track and main-track queues. Suppose the numerical study reports — illustratively — that flexing 15% of physician-hours cuts the 90th-percentile wait from 48 to 31 minutes at equal headcount. Through the contribution rules: the decision changed is the roster split between dedicated and flexible hours; the insight is that the optimal flex share rises in arrival-rate asymmetry between tracks; the managerial sentence — "hold about an eighth of capacity flexible when loads diverge" — slots into the Managerial-implications section.
【Operational decision changed】...
【Structure / identified effect】...
【Managerial implication】plain language ...
【Structured abstract】Problem definition / Methodology-results / Managerial implications (≤300 words)
【Department fit】...
【Next step】msom-tables-figures
npx claudepluginhub brycewang-stanford/awesome-journal-skills --plugin msom-skillsFrames the contribution of a POM manuscript by stating the managerial insight and advance to OM knowledge, tied to the target Department.
Articulates theoretical and practical contribution for JOM manuscripts, ensuring operations centrality and actionable managerial implications.
Frames the contribution statement for a Management Science (INFORMS) manuscript: articulates what is new, why it is decision-relevant, and why it travels across departments.