Agent skill · writing content · aradotso
marketing-science-academic-writing
AI agent skill for writing academic marketing science papers from topic selection through structural modeling, identification, estimation, and full draft assembly
Why this skill is useful
Provides domain-specific guidance for writing academic marketing papers, including structural modeling and estimation techniques not commonly known.
What it needs
About 10k tokens when loaded. Last updated 2026-08-05. 8 stars on the source repository.
What this skill does
Marketing Science Academic Writing Skill by ara.so — Marketing Skills collection. A comprehensive skill for writing quantitative marketing science papers targeting flagship journals (Marketing Science, JMR, JM, JCR, JAMS, IJRM, QME, Marketing Letters). Guides you through the complete 0-to-draft pipeline: topic positioning, consumer utility modeling, identification design, structural estimation, counterfactual simulations, and manuscript assembly. What This Skill Does This skill transforms your research idea into a complete academic paper draft by: 1. Topic Positioning: Gap analysis, journal selection, contribution framing 2. Consumer Utility Modeling: Micro-founded demand systems, notation, utility specification 3. Identification & Estimation: Causal inference strategies (DID/RDD/IV), structural estimation (BLP/GMM) 4. Counterfactuals & Experiments: Simulation design, conjoint analysis, field experiments 5. Full Draft Assembly: Complete LaTeX manuscript with INFORMS formatting Key differentiator: Domain-specific conventions for marketing journals that generic writing skills don't cover — utility model structure, identification justification, structural estimation workflows, and journal-specific reviewer expectations. Installation The project is a skill repository that you reference, not a package you install. The skill files provide structured guidance and reference materials. For AI Coding Agents OpenCode: Claude Code: Codex: Cursor / Windsurf: Manual Integration Reference SKILL.md and the references/ directory in your agent's custom skills path, or concatenate the markdown files into your system prompt. Project Structure Core Usage Patterns Pattern 1: Full 0-to-Draft Pipeline Trigger: "Take me through the full marketing science pipeline for a paper on [topic]" Workflow: 1. Stage 1: Topic positioning → gap table, journal selection, contribution list 2. Stage 2: Consumer utility model → notation, utility specification, demand derivation 3. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aradotso/marketing-science-academic-writing