gtskevin

Audit organizational behavior, management, HRM, and work-psychology manuscript Methods and Results evidence before submission. Use when checking full manuscripts, methods/results sections, tables, figures, appendices, field surveys, experiments, mediation, moderation, CFA, SEM, multilevel reporting, statistical consistency, or causal claims.

Use when reviewing research survey scales, for organizational behavior, management, marketing, psychology, and social science research questionnaires with English source items, Chinese translations, adapted scales, reverse-coded items, paired leader-employee surveys, multi-wave surveys, or pre-launch questionnaire quality checks.

Use when the user wants to discover, inspect, compare, diagnose, or choose installed Agent Skills across Codex, Claude Code, cc-switch, or plugin directories.

Use when reviewing research survey scales, especially organizational behavior or management questionnaires with English source items, Chinese translations, adapted scales, reverse-coded items, paired leader-employee surveys, multi-wave surveys, or pre-launch questionnaire quality checks.

Use when reviewing or designing an AI-enabled app, Skill, agent, tool, or workflow before building, during implementation, or after release, especially when checking whether AI is merely decorative or whether users face unnecessary procedural work.

Remove AI-detectable patterns from organizational behavior academic papers written in English. De-AI-ify manuscripts for AMJ, ASQ, Org Science, JAP, OBHDP, JOM, JOB, PP and similar top-tier management journals. Use when the user pastes a draft, asks to "humanize" or "de-AI" their paper, says "this reads like ChatGPT wrote it", or wants to check if their manuscript has AI-generated patterns before submission. Covers full papers, sections, or paragraph-level polishing. Also works on dissertation chapters, R&R revisions, and conference submissions.

Research idea incubator for OB/management scholars. Applies 7 innovation meta-categories to diagnose, incubate, and evaluate research ideas for top-journal publication potential.

Autonomous test auditor. After code is written, analyzes changes, decides what tests are needed, writes and runs them, reports results. No user input required. Use when finishing a feature, after code generation, before committing, or when the user says "check tests", "add tests", "test audit", "test check".