light-research-ethics

Automate ethics and compliance review by triggering checks at project milestones to scan manuscripts, data releases, and software for risks like misrepresentation and privacy violations. The Skill applies formal IRB approvals, ICMJE authorship criteria, and data privacy checks across the research lifecycle.

An IRB ethics compliance check for data releases covers risk flags for privacy violations, copyright concerns, and data retention requirements. It applies formal checks using structured templates and decision trees to ensure data privacy and licensing rules are met before publication.

Resolve authorship disputes by applying formal ICMJE and CRediT criteria checks to research artifacts. The Skill enforces these authorship standards during automated reviews, identifying inappropriate authorship practices and providing structured ethics outputs for correction.

Yes, you can check publishing ethics compliance offline across manuscripts, software, and patents. The Skill provides self-contained tooling for offline checks including retraction verification, text overlap screening, and quantitative consistency checks with auditable outputs.

Run an ethics risk audit continuously from drafting to submission at key project milestones. The Skill acts as a persistent backbone, scanning artifacts to identify copyright concerns, misrepresentation, and privacy violations, delivering risk logs and mandatory templates.

Automated research ethics compliance checks rely on applying formal rules like COPE guidelines and IRB criteria to provided artifacts. They generate risk flags and mandatory templates but require human judgment for final decisions on complex authorship disputes or nuanced data privacy scenarios.