Prompts Library

Curated prompts that have proven useful in production work. Each entry includes the prompt itself, a short description, recommended models, and a tag list. Submit a prompt if you've built one worth sharing.

Database not yet connected. Seed prompts live in data/prompts-seed.sql.

What makes a prompt worth saving

The prompts here aren't generic "you are a helpful assistant" starters. Each one targets a specific production use case — code review, structured extraction, RAG with grounding, classification — and includes the constraints that make it actually work at scale: explicit output schema, refusal clauses, severity grouping, citation requirements.

Submit a prompt if it meets the same bar. Include what model you used it with, what the input format looks like, and what failure modes it solves.