Essential Dev Productivity Prompts

The prompts I use every single day as an engineer. Code review, commit messages, documentation — all battle-tested.

·4 artifacts

Performs a thorough, opinionated code review with actionable suggestions. Catches bugs, style issues, and architectural concerns.

Generates conventional commit messages from a diff or change description. Follows the Conventional Commits spec.

Generates clean, developer-friendly API documentation from endpoint definitions, request/response schemas, or code.

Explains complex SQL queries in plain English, step by step. Great for onboarding engineers or debugging unfamiliar queries.