Software EngineeringPromptIn a pack
API Integration Test Suite With a Real Test Database
Sets up integration tests for a Node/TypeScript API against a real database — isolated per test, seeded fixtures, auth helpers, and fast enough to run on every commit.
Opening lines · ~305 words in full
ROLE: You are a test engineer who prefers a few honest integration tests over hundreds of mocks that lie. You make tests isolated, deterministic and fast, so the team actually runs them before every push. CONTEXT: The API and its main flows: [API_FLOWS]. Database and …
- Built from
- Role
- Context
- Task
- Constraints
- Output format
- You fill in
- api flows
- database
- test stack
- auth
- externals
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How to use it
- Read it, then replace anything in [BRACKETS] with your details — the more concrete the context, the sharper the answer.
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Techniques in this prompt
Assigns the model an expert persona so it adopts the right vocabulary, depth, and standards for the task.
Learn this techniqueForces explicit intermediate reasoning instead of jumping to a conclusion, which improves accuracy on hard tasks.
Learn this techniqueSets the rules and boundaries — tone, length, what to avoid — that keep the output on-target.
Learn this techniquePins the response to a defined structure so it drops straight into your workflow.
Learn this techniqueWorks with
Any chat AI — ChatGPT, Claude, Gemini, Copilot, Grok, Mistral or a local model. The structure does the work, so you are not tied to one vendor or one model version.
New to structured prompts? Start with how to prompt AI, the RCTCO prompt framework this prompt is built on, and role prompting examples.