Audits and drafts high-transparency reporting sections for experimental social science following JARS-Quant and CONSORT standards.
The Methods Reporting skill is a specialized tool for Claude Code designed to help researchers align their work with rigorous open-science standards. It implements a comprehensive 45-item reporting checklist synthesized from social science standards like APSA, JARS-Quant, and DA-RT. This skill is essential for researchers drafting pre-analysis plans, auditing methods sections for peer review, or documenting complex conjoint and factorial designs. By providing structured guidance on everything from subject recruitment and randomization to sample flow and three-tier statistical labeling, it ensures research documentation is transparent, reproducible, and compliant with modern methodological texts.
主要功能
01Automated auditing of methods sections for transparency gaps.
02Standardized reporting for conjoint and factorial vignette designs.
03Detailed guidance for pre-analysis plans (PAP) and pre-registration.
0445-item comprehensive reporting checklist for experimental social science.
0515 GitHub stars
06Support for JARS-Quant, APSA, and CONSORT-style sample flow documentation.
使用场景
01Preparing a methods section for submission to a high-impact social science journal.
02Documenting experimental treatments, stimuli, and randomization procedures for a replication package.
03Auditing a pre-registration document to ensure all six core Lakens elements are present.
