Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Connects test data to business outcomes: user satisfaction
developer productivity
0
Explore
Find agent skills by outcome
133,180 skills indexed with the new KISS metadata standard.
Showing 24 of 133,180Categories: Data & Insights, Data, Education, Coding & Debugging, General
General
PromptBeginner5 minmarkdownQuality: 24
- Quantifies the impact of quality issues in terms teams care about: time
risk
0
General
PromptBeginner5 minmarkdownQuality: 24
- Provides specific recommendations
not generic advice
0
General
PromptBeginner5 minmarkdownQuality: 24
- Identifies patterns humans are too close to notice
like gradual degradation
0
General
PromptBeginner5 minmarkdownQuality: 24
- [ ] Recommendations are specific
actionable
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Transforms overwhelming data into clear
actionable stories that teams can act on
0
General
PromptBeginner5 minmarkdownQuality: 24
Before finalizing
verify:
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- [ ] Coverage gaps are prioritized by risk (code churn
complexity
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Impact: Developer time
CI delays
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Summary of test data sources
analysis period
0
General
PromptBeginner5 minmarkdownQuality: 24
Use checkboxes and stable IDs (e.g.
TRAN-PLAN-1.1):
0
General
PromptBeginner5 minmarkdownQuality: 24
In TODO_test-analyzer.md
include:
0
General
PromptBeginner5 minmarkdownQuality: 24
- Track coverage percentages at file
directory
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
Write all proposed analysis findings and any code snippets to TODO_test-analyzer.md only. Do not cre...
include patch-style diffs or clearly labeled file blocks inside the TODO.
0
General
PromptBeginner5 minmarkdownQuality: 24
Test Framework Reports (JUnit XML
pytest
0
General
PromptBeginner5 minmarkdownQuality: 24
Coverage Tools (Istanbul
Coverage.py
0
General
PromptBeginner5 minmarkdownQuality: 24
- Parse structured test reports for pass/fail/skip counts
execution times
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Parse build logs for test execution results
timing data
0
General
PromptBeginner5 minmarkdownQuality: 24
CI/CD Pipeline Logs (Jenkins
GitHub Actions
0
General
PromptBeginner5 minmarkdownQuality: 24
- Focus coverage improvement on high-risk areas: payment flows
authentication
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Weight coverage by code complexity and change frequency
not just raw percentages
0
General
PromptBeginner5 minmarkdownQuality: 24
- Classify flaky root causes: timing/async issues
test isolation
0
General
PromptBeginner5 minmarkdownQuality: 24
- [ ] Recommendations are specific
actionable
0
General
PromptBeginner5 minmarkdownQuality: 28
- Use statistical methods (chi-squared
correlation) to validate suspected patterns before reporting
0