Coding

AI prompts for developers and programmers. Debug faster, generate boilerplate, write documentation, and get unstuck on complex problems — in any language or framework.

Prompt

Review your code for security vulnerabilities, performance, and best practices.

code reviewbest practicesquality
Prompt

Diagnose a bug with root-cause analysis and a ready-to-use fix.

debuggingtroubleshootingerrors
Prompt

Generate complete API endpoint docs with request/response schemas and examples.

documentationapiopenapi
Prompt

Write a thorough unit test suite covering happy paths and edge cases.

testingunit teststdd
Prompt

Refactor code for readability, performance, or maintainability with explanations.

refactoringclean codeoptimization
Prompt

Generate a Conventional Commits message from your code changes.

gitversion controlworkflow
Agent

Build a complete, working web app from a natural language description.

full-stackweb appcode generation
Agent

Generate a system architecture diagram in Mermaid from your stack description.

architecturediagramsaws
Agent

Create a detailed sequence diagram for any API or microservice flow.

apisequence diagramdocumentation
Prompt

Turn a plain-English question into a correct, readable SQL query with an explanation.

sqldatabasedata
Prompt

Generate a tested regular expression from a description and get a plain-English breakdown.

regexvalidationparsing
Prompt

Read unfamiliar code and get a clear walkthrough — purpose, flow, gotchas, and a TL;DR.

code reviewdocumentationlearning
Prompt

Turn a diff into a clean PR description with summary, change details, screenshots placeholders, and a test plan.

pull requestcode reviewgit
Prompt

Generate a production-ready Dockerfile with multi-stage build, small base image, and security defaults.

dockerdevopsdeployment
Prompt

Translate code between languages while preserving behavior, idioms, and noting where they diverge.

translationlanguagesporting