Agent skill · Data & Analytics

mksc-contribution-framing

Use when stating the headline contribution of a Marketing Science manuscript — naming the primary dimension (substantive marketing insight, modeling, methodology, data, or practice) and writing the contribution and managerial-implication paragraphs. Frames the contribution; it does not build the model (mksc-theory-development) or run the analysis (mksc-data-analysis).

brycew6m4,252★ · +31/wk · 3 repos on radarProfile →
claude-codeMIT
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill mksc-contribution-framing --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 1
SKILL.md size: 5 KB
Bundled scripts: none
Path: Marketing-Science-Skills/skills/mksc-contribution-framing/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

# Contribution Framing (mksc-contribution-framing) ## When to trigger - The results exist but the "so what" for marketing is thin or implicit - You cannot say in one sentence what the field learns - A reviewer calls the contribution "incremental" or "a methods exercise" - You are deciding the Frontiers track, which rewards one dominant dimension ## Name the primary dimension Marketing Science contributions fall on identifiable dimensions. State which one is primary, and let the others support it: - **Substantive** — a new marketing insight or counterfactual answer (how a pricing/advertising/channel/platform decision should change, and why). - **Modeling** — a new or sharper model that captures a marketing mechanism prior models missed. - **Methodological** — a new estimator, identification strategy, or computational method others can reuse. - **Data** — a novel dataset enabling questions that were previously infeasible (the Database track). - **Practice** — a deployed solution with measurable impact (Practice Paper / Practice Prize, with a 500–1,000-word Impact Statement, single-blind). Most regular papers lead on **substantive** or **modeling** and use methodology as support. **Fr

What's inside
Steps it walks through
  1. When to trigger
  2. Name the primary dimension
  3. Write the contribution explicitly
  4. Avoid the common downgrades
  5. Checklist
  6. Anti-patterns
  7. Contribution pass for Marketing Science
  8. Output format
More from Awesome-Journal-Skills
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About this skill
What does the mksc-contribution-framing skill do?

Use when stating the headline contribution of a Marketing Science manuscript — naming the primary dimension (substantive marketing insight, modeling, methodology, data, or practice) and writing the contribution and managerial-implication paragraphs. Frames the contribution; it does not build the model (mksc-theory-development) or run the analysis (mksc-data-analysis).

How do I install it?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill mksc-contribution-framing --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