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107,265 skills indexed with the new KISS metadata standard.

Showing 24 of 107,265Categories: Operations & Workflow, Data, General
General
PromptBeginner5 minmarkdown

- [ ] Recommendations are specific

actionable

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General
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Before finalizing

verify:

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General
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Use checkboxes and stable IDs (e.g.

`TRAN-ITEM-1.1`):

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General
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Use checkboxes and stable IDs (e.g.

`TRAN-PLAN-1.1`):

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Data
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- Summary of test data sources

analysis period

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General
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In `TODO_test-analyzer.md`

include:

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General
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### Coverage Tools (Istanbul

Coverage.py

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General
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- Parse structured test reports for pass/fail/skip counts

execution times

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General
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- Track coverage percentages at file

directory

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General
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### Test Framework Reports (JUnit XML

pytest

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Data
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- Parse build logs for test execution results

timing data

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General
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### CI/CD Pipeline Logs (Jenkins

GitHub Actions

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General
PromptBeginner5 minmarkdown

- Focus coverage improvement on high-risk areas: payment flows

authentication

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General
PromptBeginner5 minmarkdown

- Classify flaky root causes: timing/async issues

test isolation

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General
PromptBeginner5 minmarkdown

- Use statistical methods (chi-squared

correlation) to validate suspected patterns before reporting

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General
PromptBeginner5 minmarkdown

- [ ] Recommendations are specific

actionable

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General
PromptBeginner5 minmarkdown

After completing analysis

verify:

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General
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- Provide specific

actionable next steps for each recommendation (not generic advice)

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General
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- Detect cyclical patterns (end-of-sprint degradation

day-of-week effects)

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General
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- Correlate failure clusters with specific components

teams

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General
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- Categorize all failures: genuine bugs

flaky tests

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Data
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- Verify data completeness: no missing test runs

coverage reports

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

coverage below 50%

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General
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- **Yellow flags**: Declining pass rates

stagnant coverage

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