Code and dev AI prompts are structured instructions that get models like Claude or GPT to reason about software the way an engineer would. On Prompt Dock they target real tasks: debugging a stack trace, refactoring a messy function, writing unit tests, explaining unfamiliar code, generating regexes, or reviewing a diff for bugs. Because every prompt is human-reviewed before it goes live, you avoid the vague one-liners that produce shallow answers. Free and premium prompts sit side by side, and you can reveal any of them and run it live in the Playground against a snippet before you drop it into your workflow.
7 prompts
Describe a bug and paste the function and the framework. Get a single focused failing test that reproduces it deterministically — the right assertion, the right fixture, no flakiness — so you fix the bug, not your guess about the bug.
Paste a function that grew too big. Get it split into well-named single-responsibility helpers, a slim top-level function that reads like a table of contents, and a why-bullet for each extraction — guaranteed identical behavior, no new dependencies, no algorithm changes.
Paste an error stack trace plus the function it points at. Get a plain-English root cause, the smallest diff that fixes it, why that fix works, and the edge cases to watch — no over-engineering, no try/catch band-aids.
Paste your staged git diff and get one properly-typed, properly-scoped Conventional Commit message — imperative summary, optional why-body, and a BREAKING CHANGE footer when needed. For devs who want a readable history without agonizing over wording.
Paste a pull request diff and intent. Get a severity-ranked review focused only on correctness bugs, security vulnerabilities, and serious performance issues — with line citations and fixes. No style nits, no invented findings, no speculation about code it can't see.
Describe what to match and what to skip in plain English. Get the tightest correct pattern for your engine, a part-by-part breakdown table, a table of match / no-match test cases, and a ready-to-paste code snippet — assumptions called out, no cargo-cult patterns.
Paste your branch's commit log and the diff stat. Get a reviewer-friendly PR description — a one-line summary, what changed and why, a test plan, and a risk/rollback note — so reviewers get context instead of a wall of 'misc fixes'.
Prompt Dock's Code & Dev category collects them, and each prompt is human-reviewed before it publishes. You can reveal the full text, check the recommended model, and run it in the Playground on a real snippet, so you confirm it handles debugging or refactoring the way you need before relying on it.
Claude and GPT are both strong for code; Claude tends to excel at reading large files and explaining logic, GPT at quick generation. Each Code & Dev prompt lists a recommended model, and running it in the Playground lets you compare outputs on your own code before committing to one.
Yes. The category includes prompts built specifically for debugging error messages, refactoring for readability, adding tests, and doing code review. Reveal the prompt, paste your code into the Playground, and run it live to see the fix or explanation on your actual codebase rather than a generic example.