Data
PromptBeginner5 minmarkdown
- Log relevant context (input data
state) on failure for faster diagnosis.
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111,191 skills indexed with the new KISS metadata standard.
Showing 24 of 111,191Categories: Data & Insights, General, Data, Communication
General
PromptBeginner5 minmarkdown
- Follow the test pyramid: many unit tests
fewer integration tests
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General
PromptBeginner5 minmarkdown
- [ ] Edge cases
boundary values
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General
PromptBeginner5 minmarkdown
- [ ] All tests follow AAA pattern with clear arrange
act
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General
PromptBeginner5 minmarkdown
- Track line
branch
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General
PromptBeginner5 minmarkdown
- Replace non-deterministic elements (time
randomness) with controlled values.
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General
PromptBeginner5 minmarkdown
After writing or updating tests
verify:
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Data
PromptBeginner5 minmarkdown
- Manage test data lifecycle to ensure isolated
repeatable scenarios.
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General
PromptBeginner5 minmarkdown
- Monitor resource consumption (CPU
memory
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General
PromptBeginner5 minmarkdown
- Handle asynchronous operations with proper waits and retries
not arbitrary sleeps.
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Data
PromptBeginner5 minmarkdown
- Define test data requirements including fixtures
factories
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General
PromptBeginner5 minmarkdown
- Map acceptance criteria to discrete
testable conditions.
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General
PromptBeginner5 minmarkdown
- Determine appropriate test pyramid levels (unit
integration
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General
PromptBeginner5 minmarkdown
- **Optimize** test suite performance
eliminate flaky tests
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General
PromptBeginner5 minmarkdown
- **Maintain** existing test suites by repairing failures
updating expectations
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Data
PromptBeginner5 minmarkdown
- **Create** test data generators
factories
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General
PromptBeginner5 minmarkdown
You are a senior testing expert and specialist in comprehensive test strategies
TDD/BDD methodologies
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General
PromptBeginner5 minmarkdown
- Provides specific recommendations
not generic advice
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General
PromptBeginner5 minmarkdown
- Quantifies the impact of quality issues in terms teams care about: time
risk
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General
PromptBeginner5 minmarkdown
- Identifies patterns humans are too close to notice
like gradual degradation
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Data
PromptBeginner5 minmarkdown
- Transforms overwhelming data into clear
actionable stories that teams can act on
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General
PromptBeginner5 minmarkdown
- [ ] Recommendations are specific
actionable
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General
PromptBeginner5 minmarkdown
Before finalizing
verify:
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General
PromptBeginner5 minmarkdown
Use checkboxes and stable IDs (e.g.
`TRAN-ITEM-1.1`):
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