Tech & Data · 18 prompts

The Developer's Copilot Pack

Prompts that make an AI assistant a sharper pair programmer.

18 prompts for software developers: planning features, writing and refactoring code, debugging, tests, code review, documentation, SQL and learning new stacks. Language-agnostic; works best with pasted code and clear constraints.

What's inside

Every prompt in the PDF, listed by section.

Plan

  1. 01Feature breakdown
  2. 02Design options
  3. 03API design
  4. 04Data model

Write

  1. 05Implement with constraints
  2. 06Refactor safely
  3. 07Translate code
  4. 08Regex and one-liners
  5. 09SQL helper

Debug

  1. 10Rubber duck debug
  2. 11Explain unfamiliar code
  3. 12Performance profile

Quality

  1. 13Write tests
  2. 14Code review
  3. 15Security pass

Document & learn

  1. 16README writer
  2. 17Commit and PR message
  3. 18Learn a new stack

Sample prompts

Three of the 18, so you can see how specific they are. The PDF has the rest, plus a short introduction.

Plan

Feature breakdown

I need to build [feature] in [stack]. Break it into small, testable tasks in order, list unknowns I should resolve first, and point out risky parts.

Plan

Design options

Propose 3 ways to implement [problem] in [stack]. Compare complexity, performance, maintainability and testability in a table. Recommend one and state your assumptions.

Plan

API design

Design a REST (or GraphQL) API for [resource/use case]: endpoints, request/response shapes, error format, pagination and auth considerations.

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