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AI Prompts for Developers
Prompts for documentation, code review, testing, and project planning
20 copy-paste prompts
Documentation
Try with tool: Generator README →
1
Write a README.md for [project name]: description, installation, usage examples, API reference, and contributing guidelines.
2
Generate API documentation for this endpoint: [method] [path] — describe request body, headers, response, and error codes.
3
Write an Architecture Decision Record (ADR) for choosing [technology/approach] over [alternative] for [use case].
4
Create a changelog entry for version [X.Y.Z] from these commits: [paste commit messages].
5
Write inline code comments for this function explaining the 'why' not the 'what': [paste function].
Code Quality
1
Review this code for bugs, performance issues, and security vulnerabilities. Suggest fixes: [paste code].
2
Write unit tests for this function using [Jest/pytest/JUnit]: [paste function]. Cover happy path, edge cases, and errors.
3
Explain this code in plain English — what it does, why, and how: [paste code].
4
Refactor this code for readability and maintainability. Explain each change you make: [paste code].
5
Find potential SQL injection, XSS, or CSRF vulnerabilities in this code and suggest fixes: [paste code].
Planning & Specs
Try with tool: Generator Historii Użytkownika →
1
Write user stories with acceptance criteria for this feature: [describe feature]. Use 'As a... I want... So that...' format.
2
Create a technical specification for [feature] including architecture, data model, API design, and implementation phases.
3
Write a bug report for: [describe the bug]. Include steps to reproduce, expected vs actual behavior, and severity.
4
Estimate the effort for implementing [feature] — break it into subtasks with story points and dependencies.
5
Write a pull request description for these changes: [describe what you changed and why].
Debugging & Testing
Try with tool: Generator Testów Jednostkowych →
1
Write a complete unit test suite for this function: [paste function code] using [testing framework], covering the happy path, at least 3 edge cases, and error handling — with descriptive test names and arrange-act-assert structure.
2
Turn these rough notes into a professional bug report: [paste notes]. Include a one-line summary, environment ([OS/browser/app version]), numbered reproduction steps, expected vs. actual behavior, and a severity assessment.
3
Analyze this stack trace and error message: [paste stack trace]. Identify the most likely root cause, list 3 hypotheses ranked by probability, and suggest one specific debugging step to confirm or rule out each.
4
Given this bug description [describe bug] and the fix [paste diff or describe fix], write a regression test in [testing framework] that would have caught the bug, plus 2 related edge cases the fix might have missed.
5
This test fails intermittently: [paste test code]. Diagnose which common causes of flakiness it exhibits (timing, shared state, test ordering, async races), pinpoint the risky lines, and rewrite the test to be deterministic.
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