flaky-fix
✓Suggest and apply fixes for flaky tests based on detected patterns. Use after flaky-detect identifies unreliable tests that need repair. Use when relevant to the task.
Installation
SKILL.md
Analyze flaky test patterns and suggest or auto-apply fixes. Based on FlakyFix research showing LLMs can automatically repair flaky tests with targeted prompts.
| LLM Auto-repair | FlakyFix (2023) | arXiv:2307.00012 - 70%+ success rate | | Flaky Taxonomy | Google (2016) | Flaky Tests Study | | Pattern-based Fixes | FlaKat (2024) | arXiv:2403.01003 |
| "Fix this flaky test" | Analyze and suggest fix | | "Make this test reliable" | Apply deterministic patterns | | "Why is this test flaky?" | Root cause analysis + fix | | "Auto-fix flaky tests" | Batch fix safe patterns | | "Remove timing dependency" | Specific timing fix |
Suggest and apply fixes for flaky tests based on detected patterns. Use after flaky-detect identifies unreliable tests that need repair. Use when relevant to the task. Source: jmagly/ai-writing-guide.
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-fix- Source
- jmagly/ai-writing-guide
- Category
- </>Dev Tools
- Verified
- ✓
- First Seen
- 2026-02-01
- Updated
- 2026-02-18
Quick answers
What is flaky-fix?
Suggest and apply fixes for flaky tests based on detected patterns. Use after flaky-detect identifies unreliable tests that need repair. Use when relevant to the task. Source: jmagly/ai-writing-guide.
How do I install flaky-fix?
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-fix 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