What's inside

The difference between a useful assistant and an expensive autocomplete is the framing you give it. These prompts constrain the model to the job in front of you.

The 65 prompts cover six areas:

Area Prompts Examples
Review 12 Adversarial diff review, security passes, API contract checks
Debug 11 Stack trace triage, bisect planning, flaky test investigation
Test 10 Behaviour-driven cases, edge case discovery, fixture generation
Refactor 9 Refactor plans, dead code hunts, dependency untangling
Design 12 Architecture decision records, trade-off analysis, migration plans
Communicate 11 PR descriptions, incident write-ups, README and API docs

Language-agnostic

Nothing here assumes a particular stack. Each prompt has a constraints slot where you state the language, framework and anything that cannot change, which is what stops the assistant proposing a rewrite in something you do not use.

What you get

PDF, Markdown and a Notion-ready version. The Markdown file is formatted so you can paste prompts straight into your editor's snippet manager or a CLI assistant.