Should Law Schools Build Shared Repositories for AI Prompts?

p strongLaw faculty are beginning to save and exchange AI prompts, but shared repositories remain more of an emerging practice than established infrastructure./strong/p p Primary Research Group surveyed more than 100 faculty members at over 60 law schools. The report found that prompt archiving was more common among faculty at top-20 schools than elsewhere. Deans and distinguished professors were more likely than other respondents to have shared prompts, while 12.5% of respondents with no current teaching responsibilities reported stockpiling them./p p A prompt repository can preserve more than wording. The useful record includes the task, source constraints, model and version, expected output, validation steps and known failure modes. Without that context, a prompt that worked once may be difficult to reproduce or unsafe to apply to confidential or high-stakes legal work./p p Law libraries are natural stewards because they already manage provenance, access and research instruction. A pilot can begin with a small set of teaching and research tasks, faculty-contributed examples and a review process that removes client information and copyrighted inputs. Usage data can show whether the repository saves time or improves student work./p p The commercial and educational value lies in tested workflows, not a pile of clever sentences. Repositories that document judgment and verification can turn informal experimentation into reusable institutional knowledge./p p  /p