Agent skill · Content & Marketing

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".

brycew6m878★ · +32/wk · 1 repos on radarProfile →
claude-codeMIT
Install
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.

Facts
Files in the skill folder: 1
SKILL.md size: 6 KB
Bundled scripts: none
Path: Management-Science-Skills/skills/mgsci-topic-selection/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 909 · +31 this week
Language: Stata
Read our review of the source →

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# 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;

What's inside
Steps it walks through
  1. When to trigger
  2. The Management Science bar
  3. The sister-journal fit test (this is where papers die)
  4. Anti-patterns
  5. Borderline routing calls (illustrative)
  6. Fit pass for Management Science
  7. Output format
More from Awesome-Journal-Skills
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About this skill
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.

Keep going