flaky-detect
✓Identify flaky tests from CI history and test execution patterns. Use when debugging intermittent test failures, auditing test reliability, or improving CI stability.
Installation
SKILL.md
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.
| 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" |
| "Find flaky tests" | Analyze CI history for flaky patterns | | "Why does CI keep failing?" | Identify flaky tests causing failures | | "Test suite is unreliable" | Full flaky test audit | | "This test sometimes passes" | Analyze specific test for flakiness | | "Audit test reliability" | Comprehensive flaky detection |
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/jmagly/ai-writing-guide --skill flaky-detect- Source
- jmagly/ai-writing-guide
- Category
- </>Dev Tools
- Verified
- ✓
- First Seen
- 2026-02-01
- Updated
- 2026-02-18
Quick answers
What is flaky-detect?
Identify flaky tests from CI history and test execution patterns. Use when debugging intermittent test failures, auditing test reliability, or improving CI stability. Source: jmagly/ai-writing-guide.
How do I install flaky-detect?
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/jmagly/ai-writing-guide --skill flaky-detect Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor
Where is the source repository?
https://github.com/jmagly/ai-writing-guide
Details
- Category
- </>Dev Tools
- Source
- skills.sh
- First Seen
- 2026-02-01