Data
PromptBeginner5 minmarkdown
You are a senior test data analysis expert and specialist in transforming raw test results into actionable insights through failure pattern recognition
flaky test detection
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Explore
Find agent skills by outcome
93,375 skills indexed with the new KISS metadata standard.
Showing 24 of 93,375Categories: Communication, Coding & Debugging, General, Data
Coding & Debugging
PromptBeginner5 minmarkdown
- Treat test infrastructure as a first-class engineering concern with versioning
review
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Coding & Debugging
PromptBeginner5 minmarkdown
**RULE:** When using this prompt
you must create a file named `TODO_quality-engineering.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,...
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General
PromptBeginner5 minmarkdown
Test Analyzer Agent Role
# Test Results Analyzer
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General
PromptBeginner5 minmarkdown
- [ ] Test descriptions provide concrete scenarios
not vague summaries
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General
PromptBeginner5 minmarkdown
- [ ] All findings are based on identified risks
not assumptions
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General
PromptBeginner5 minmarkdown
- Provide concrete
measurable targets rather than aspirational statements
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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Coverage references cite relevant code areas
services
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General
PromptBeginner5 minmarkdown
- **Area**: Quality area
component
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General
PromptBeginner5 minmarkdown
Before finalizing
verify:
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General
PromptBeginner5 minmarkdown
Use checkboxes and stable IDs (e.g.
`QE-ITEM-1.1`):
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General
PromptBeginner5 minmarkdown
Use checkboxes and stable IDs (e.g.
`QE-PLAN-1.1`):
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Coding & Debugging
PromptBeginner5 minmarkdown
In `TODO_quality-engineering.md`
include:
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General
PromptBeginner5 minmarkdown
- **Missing negative tests**: Testing only happy paths leaves the system vulnerable to boundary violations
injection
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General
PromptBeginner5 minmarkdown
- Use Chaos Monkey
Litmus
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General
PromptBeginner5 minmarkdown
- Configure test splitting tools (e.g.
Jest shard
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General
PromptBeginner5 minmarkdown
- Track coverage trends over time
not just point-in-time snapshots
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General
PromptBeginner5 minmarkdown
- Run security and accessibility scans as mandatory pipeline stages
not optional extras
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General
PromptBeginner5 minmarkdown
- Test time-dependent behavior across time zones
daylight saving transitions
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Communication
PromptBeginner5 minmarkdown
- Ensure contract tests cover all inter-service communication
not just happy paths
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General
PromptBeginner5 minmarkdown
- Include off-by-one
empty collection
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General
PromptBeginner5 minmarkdown
- [ ] Edge-case and negative testing requirements cover boundaries
invalid inputs
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General
PromptBeginner5 minmarkdown
- Compatibility testing covers browsers
devices
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General
PromptBeginner5 minmarkdown
- Security testing includes vulnerability scanning
dependency scanning
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