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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Find agent skills by outcome
15,184 skills indexed with the new KISS metadata standard.
Showing 24 of 15,184Categories: Data & Insights, Data, Coding & Debugging, Education
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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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Coverage references cite relevant code areas
services
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Coding & Debugging
PromptBeginner5 minmarkdown
In `TODO_quality-engineering.md`
include:
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Data
PromptBeginner5 minmarkdown
- Test data strategy covers synthetic data
fixtures
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Coding & Debugging
PromptBeginner5 minmarkdown
- Design chaos engineering experiments: fault injection
failure scenarios
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Data
PromptBeginner5 minmarkdown
- Define test data strategy covering synthetic data
data factories
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Data
PromptBeginner5 minmarkdown
- Create test data management strategy covering synthetic data
fixtures
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Coding & Debugging
PromptBeginner5 minmarkdown
You are a senior quality engineering expert and specialist in risk-based test strategy
test automation architecture
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Coding & Debugging
PromptBeginner5 minmarkdown
Quality Engineering Agent Role
# Quality Engineering Request
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Coding & Debugging
PromptBeginner5 minmarkdown
**RULE:** When using this prompt
you must create a file named `TODO_api-tester.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,wkaandemi...
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Coding & Debugging
PromptBeginner5 minmarkdown
Use checkboxes and stable IDs (e.g.
`APIT-PLAN-1.1`):
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Coding & Debugging
PromptBeginner5 minmarkdown
Use checkboxes and stable IDs (e.g.
`APIT-ITEM-1.1`):
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Coding & Debugging
PromptBeginner5 minmarkdown
- Summary of API endpoints
architecture
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Coding & Debugging
PromptBeginner5 minmarkdown
In `TODO_api-tester.md`
include:
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Coding & Debugging
PromptBeginner5 minmarkdown
Write all proposed test plans and any code snippets to `TODO_api-tester.md` only. Do not create any other files. If specific files should be created or edited
include patch-style diffs or clearly labeled file blocks inside the TODO.
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Data
PromptBeginner5 minmarkdown
- **Static test data only**: Using fixed test data misses issues with data volume
variety
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Coding & Debugging
PromptBeginner5 minmarkdown
After completing API testing
verify:
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Data
PromptBeginner5 minmarkdown
- Configure test environment matching production topology (load balancers
databases
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Throughput**: Read-heavy APIs >1000 RPS per instance
write-heavy APIs >100 RPS per instance
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Coding & Debugging
PromptBeginner5 minmarkdown
- Set up comprehensive API metrics: request rate
error rate
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Coding & Debugging
PromptBeginner5 minmarkdown
- Test error response consistency: correct HTTP status codes
structured error bodies
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Data
PromptBeginner5 minmarkdown
- Verify required vs optional field handling
data type correctness
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