Coding & Software
Debug a Flaky Test
Finds why a test passes sometimes and fails other times, ranks the likely causes and gives an experiment to prove each one.
- Customizable fields
- 8 fields
Coding & Software prompts
Prompts for the engineering work you repeat most: writing a pull request description, tracing an error or a flaky test, reviewing and refactoring code, working with SQL and regular expressions, and documenting what you built. Each one asks for the code, versions and constraints an assistant needs, and tells it to say what it cannot know instead of guessing.
Coding & Software
Document an API Endpoint
Writes reference documentation for one API endpoint from its code, covering parameters, responses, errors and a working example.
- Customizable fields
- 6 fields
Coding & Software
Explain Unfamiliar Code
Explains code you did not write at the level you ask for, tracing the data flow and flagging what it cannot tell from the snippet alone.
- Customizable fields
- 4 fields
Coding & Software
Optimize a Slow SQL Query
Reads a slow query and its execution plan, explains where the time goes and proposes changes you can test one at a time.
- Customizable fields
- 7 fields
Coding & Software
Refactor Code Without Changing Behavior
Plans a refactor as small reversible steps, states the behavior to preserve and says what to test before each step.
- Customizable fields
- 7 fields
Coding & Software
Translate Code to Another Language
Ports code to another language idiomatically, lists behavior that differs between the two and gives checks that prove the port matches.
- Customizable fields
- 6 fields
Coding & Software
Write a Commit Message From a Diff
Writes a Conventional Commits style message from a diff, and tells you when the diff is really two commits that should be split.
- Customizable fields
- 5 fields
Coding & Software
Write a Pull Request Description
Turns a diff and a ticket into a pull request description with context, changes, risk and a test plan that reviewers can follow.
- Customizable fields
- 6 fields
Coding & Software
Write a Reproducible Bug Report
Turns messy observations into a bug report with exact steps, expected and actual behavior, environment and what is still unknown.
- Customizable fields
- 8 fields
Coding & Software
Write a SQL Query From Your Schema
Writes a SQL query from a plain-English question and your table definitions, with assumptions listed and checks to verify the result.
- Customizable fields
- 5 fields
Coding & Software
Write an Architecture Decision Record
Turns a technical decision and the options you weighed into an ADR with context, consequences and the conditions for revisiting it.
- Customizable fields
- 9 fields
Coding & Software
Write and Explain a Regular Expression
Builds a regular expression from matching and non-matching examples, explains each part and lists the edge cases it does not handle.
- Customizable fields
- 6 fields
Coding & Software
Code Review Checklist Prompt
A structured review prompt that checks correctness, failure handling, security and tests, and labels every finding by severity.
- Customizable fields
- 3 fields
Coding & Software
Debug an Error Message
Paste an error and the code around it to get ranked causes, the smallest fix and a quick check to confirm the diagnosis.
- Customizable fields
- 5 fields
Coding & Software
Write Unit Tests for a Function
Generates focused unit tests for one function, covering normal cases, boundaries and invalid input without mocking more than needed.
- Customizable fields
- 3 fields