flaky-detect
Installation
SKILL.md
Flaky Detect Skill
Purpose
Identify flaky tests (tests that pass and fail non-deterministically) by analyzing CI history, execution patterns, and test characteristics. Google research shows 4.56% of tests are flaky, costing millions in developer productivity.
Research Foundation
| Finding | Source | Reference |
|---|---|---|
| 4.56% flaky rate | Google (2016) | Flaky Tests at Google |
| ML Classification | FlaKat (2024) | arXiv:2403.01003 - 85%+ accuracy |
| LLM Auto-repair | FlakyFix (2023) | arXiv:2307.00012 |
| Flaky Taxonomy | Luo et al. (2014) | "An Empirical Analysis of Flaky Tests" |