Coding & Debugging
PromptBeginner5 minmarkdown
In `TODO_test-engineer.md`
include:
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Missing assertions**: Tests that execute code but never assert on outcomes
giving false confidence.
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Slow test suites**: Not optimizing execution time
leading to developers skipping tests or ignoring CI results.
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Hardcoded test data**: Using magic strings and numbers without factories
builders
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Over-mocking**: Mocking so many dependencies that the test validates the mocks
not the actual code.
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Data
PromptBeginner5 minmarkdown
- Log relevant context (input data
state) on failure for faster diagnosis.
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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Test data is generated via factories or builders
not hardcoded.
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Data
PromptBeginner5 minmarkdown
- Manage test data lifecycle to ensure isolated
repeatable scenarios.
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Coding & Debugging
PromptBeginner5 minmarkdown
- Validate interactions across database
API
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Coding & Debugging
PromptBeginner5 minmarkdown
- Write test code following AAA pattern with clear arrange
act
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Data
PromptBeginner5 minmarkdown
- Define test data requirements including fixtures
factories
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Creative
PromptBeginner5 minmarkdown
- Design test matrix covering critical paths
edge cases
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Data
PromptBeginner5 minmarkdown
- **Create** test data generators
factories
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Implement** clean
maintainable test code following AAA pattern (Arrange
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Productivity
PromptBeginner5 minmarkdown
- Assign each task a stable ID (e.g.
TASK-1.1) and use checklist items in outputs.
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Creative
PromptBeginner5 minmarkdown
- **Design** comprehensive test cases covering happy paths
edge cases
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Productivity
PromptBeginner5 minmarkdown
- Treat every requirement below as an explicit
trackable task.
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Coding & Debugging
PromptBeginner5 minmarkdown
Test Engineer Agent Role
# Test Engineer
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Coding & Debugging
PromptBeginner5 minmarkdown
**RULE:** When using this prompt
you must create a file named `TODO_test-analyzer.md`. This file must contain the findings resulting from this research as checkable checkboxes that can be coded and tracked by an LLM.,TRUE,TEXT,wkaand...
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Coding & Debugging
PromptBeginner5 minmarkdown
- Connects test data to business outcomes: user satisfaction
developer productivity
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Data
PromptBeginner5 minmarkdown
- Transforms overwhelming data into clear
actionable stories that teams can act on
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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Coverage gaps are prioritized by risk (code churn
complexity
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Impact**: Developer time
CI delays
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Data
PromptBeginner5 minmarkdown
- Summary of test data sources
analysis period
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