mgsci-topic-selection
Use when shaping or stress-testing a research question for Management Science (INFORMS) — confirming the decision-relevance bar, choosing the right Department lane (analytical vs empirical), and testing fit against sister INFORMS journals (Operations Research, M&SOM, Marketing Science) so the paper is not desk-rejected as "better suited elsewhere".
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill mgsci-topic-selection --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Topic Selection & Fit (mgsci-topic-selection) ## When to trigger - The idea is interesting but you cannot name the **Department** it belongs to - You are unsure whether it fits **Management Science** or a sister INFORMS journal - A reviewer or Department Editor said "off fit" or "better suited elsewhere" - You have a method looking for a question, or a result with no decision implication ## The Management Science bar Management Science publishes work whose unifying test is **methodological rigor plus a demonstrated contribution to management/business decision-making that travels across departments**. It is deliberately **bimethodological**: a clean **analytical model** (OR/optimization, stochastic processes, game/economic theory) and a sharp **empirical study** (econometrics, experiments, behavioral, data science) are *equally* at home — but each must deliver a generalizable managerial insight, not just a technical result. Ask three questions before investing: 1. **Decision relevance.** What management decision changes if the result holds? A model with no managerial reading, or an empirical fact with no decision lever, is off-mission. 2. **Which Department?** Name it: Accounting;
- When to trigger
- The Management Science bar
- The sister-journal fit test (this is where papers die)
- Anti-patterns
- Borderline routing calls (illustrative)
- Fit pass for Management Science
- Output format
What does the mgsci-topic-selection skill do?
Use when shaping or stress-testing a research question for Management Science (INFORMS) — confirming the decision-relevance bar, choosing the right Department lane (analytical vs empirical), and testing fit against sister INFORMS journals (Operations Research, M&SOM, Marketing Science) so the paper is not desk-rejected as "better suited elsewhere".
How do I install it?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill mgsci-topic-selection --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From brycewang-stanford/Awesome-Journal-Skills, a repository with 909 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.