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,...

Mar 20, 2026

General

PromptBeginner5 minmarkdown

Test Analyzer Agent Role

# Test Results Analyzer

Mar 20, 2026

General

PromptBeginner5 minmarkdown

- Provide concrete

measurable targets rather than aspirational statements

Mar 20, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

- Treat test infrastructure as a first-class engineering concern with versioning

review

Mar 20, 2026

Find agent skills by outcome

- **Red flags**: Pass rate below 85%

- **Green flags**: Consistent high pass rates

- **Coverage**: >80% (green)

- **Yellow flags**: Declining pass rates

- **Flaky Rate**: <1% (green)

- Generate detailed technical report with metrics

- **Pass Rate**: >95% (green)

- Identify degradation trends: increasing execution times

- Calculate pass rates

- Prioritize coverage improvements by combining code churn

- Detect environmental factors: time-of-day patterns

- Group test failures by component

- Gather coverage reports from instrumentation tools (Istanbul

- **Generate actionable reports** with executive dashboards

- Parse test execution logs and reports from CI/CD pipelines (JUnit

- **Synthesize quality metrics** including test coverage percentages

- **Detect flaky tests** by identifying intermittently failing tests

- **Analyze coverage gaps** by identifying untested code paths

- **Identify quality trends** by tracking metrics over time

- **Parse and interpret test execution results** by analyzing logs

**RULE:** When using this prompt

Test Analyzer Agent Role

- Provide concrete

- Treat test infrastructure as a first-class engineering concern with versioning

- Red flags: Pass rate below 85%

- Green flags: Consistent high pass rates

- Coverage: >80% (green)

- Yellow flags: Declining pass rates

- Flaky Rate: <1% (green)

- Pass Rate: >95% (green)

- Generate actionable reports with executive dashboards

- Synthesize quality metrics including test coverage percentages

- Detect flaky tests by identifying intermittently failing tests

- Analyze coverage gaps by identifying untested code paths

- Identify quality trends by tracking metrics over time

- Parse and interpret test execution results by analyzing logs

RULE: When using this prompt