From jcr-skills
Analyzes and reports evidence for Journal of Consumer Research manuscripts, including mediation/moderation bootstrapping, simple slopes, spotlight/floodlight analysis, and transparency reporting.
How this skill is triggered — by the user, by Claude, or both
Slash command
/jcr-skills:jcr-data-analysisThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
- Studies are run and it is time to analyze and report
For the dominant experimental tradition, JCR reviewers ask whether the data support the psychological process, not just the effect:
jcr-theory-development with direct tests, not hand-waving.Where the design is interpretive, "analysis" means a defensible path from raw data to conceptual claims:
JCR's research-transparency regime governs reporting: prepare the Data Collection Statement (where/when/who collected and analyzed the data, where stored — hidden from reviewers, published if accepted), post data and materials to an approved repository (OSF, Harvard Dataverse, Qualitative Data Repository, ResearchBox) as required at invited revision, supply statistical/programming replication code (or a written description for proprietary code), and plan to retain data ≥ 7 years. Consult JCR's "Research Method Transparency Guidelines and Reporting Requirements."
【Genre】experiments / CCT
【Effect】direction, size, convergence across studies
【Process evidence】mediation (bootstrap CI) / manipulated mediator / moderation-of-process
【Moderation】simple slopes / spotlight-floodlight
【Rivals ruled out】[...]
【CCT trustworthiness】triangulation / member checks / audit trail
【Transparency】Data Collection Statement + repository + code: ready?
【Next step】jcr-contribution-framing
npx claudepluginhub brycewang-stanford/awesome-journal-skills --plugin jcr-skillsAnalyzes experimental data for JCP manuscripts: ANOVA/regression, mediation, moderation, and moderated mediation with rigor-era reporting standards.
Guides research design for Journal of Consumer Research manuscripts: behavioral experiments, CCT fieldwork, mixed methods, or Registered Reports.
Guides statistical analysis and APA reporting for communication research manuscripts, covering ANOVA, regression, SEM, mediation/moderation with honest uncertainty and reliability.