ml-data-leakage-guard
Detects and prevents data leakage in machine learning and mathematical modeling. Use after ML tasks involving data cleaning, feature engineering, data augmentation, algorithm development, normalization, missing value imputation, dimensionality reduction, feature selection, or time series modeling.
Install / Use
npx skills add foryourhealth111-pixel/Vibe-Skills --skill ml-data-leakage-guardInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
AutomationSupported Platforms
Tags
Our assessment of ml-data-leakage-guard
ml-data-leakage-guard scores 86/100 on our quality scale, 1063rd of 1,943 Automation skills we index.
We have not analysed the SKILL.md file itself yet, so the content part of this score is an estimate until our crawler reaches it.
With 3,433 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 27 days ago, so ml-data-leakage-guard is actively maintained.
- It is released under the Apache-2.0 license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
ml-data-leakage-guard compared with similar skills
All 4 of these similar skills score higher than ml-data-leakage-guard; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| ml-data-leakage-guard (this skill)by foryourhealth111-pixel | 86 | 3.4k | 27d ago | SKILL.md |
| Agent-Reachby Panniantong | 100 | 85.7k | 12d ago | CLAUDE.md |
| rufloby ruvnet | 100 | 73.4k | today | CLAUDE.md |
| Scraplingby D4Vinci | 100 | 84.0k | today | MCP Server |
| algorithmic-artby anthropics | 100 | 177.9k | 5d ago | SKILL.md |
Frequently asked questions
- How do I install ml-data-leakage-guard?
- Run
npx skills add foryourhealth111-pixel/Vibe-Skills --skill ml-data-leakage-guard. The install tabs above show the steps for each supported agent. - Which AI agents does ml-data-leakage-guard work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is ml-data-leakage-guard safe to use?
- It is Apache-2.0-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is ml-data-leakage-guard still maintained?
- The repository was last updated 27 days ago, so ml-data-leakage-guard is actively maintained.
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.