outlier-detection-and-quality-assessment
执行全面的异常值检测与数据质量评估，利用 IQR 方法识别异常值并结合偏度、峰度分析数据分布特征，适用于非正态分布数据的预处理阶段。
Install / Use
npx skills add OpenSenseNova/SenseNova-Skills --skill outlier-detectionInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Development & EngineeringSupported Platforms
Our assessment of outlier-detection-and-quality-assessment
outlier-detection-and-quality-assessment scores 84/100 on our quality scale, 1034th of 2,400 Development & Engineering skills we index (top 44%).
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 5,691 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 8 days ago, so outlier-detection-and-quality-assessment is actively maintained.
- It is released under the MIT 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.
outlier-detection-and-quality-assessment compared with similar skills
All 4 of these similar skills score higher than outlier-detection-and-quality-assessment; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| outlier-detection-and-quality-assessment (this skill)by OpenSenseNova | 84 | 5.7k | 8d ago | SKILL.md |
| Agent-Reachby Panniantong | 100 | 85.6k | 11d ago | CLAUDE.md |
| headroomby headroomlabs-ai | 100 | 73.9k | today | CLAUDE.md |
| ai-job-searchby MadsLorentzen | 100 | 44.0k | 5d ago | CLAUDE.md |
| claude-howtoby luongnv89 | 100 | 41.7k | today | CLAUDE.md |
Frequently asked questions
- How do I install outlier-detection-and-quality-assessment?
- Run
npx skills add OpenSenseNova/SenseNova-Skills --skill outlier-detection-and-quality-assessment. The install tabs above show the steps for each supported agent. - Which AI agents does outlier-detection-and-quality-assessment 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 outlier-detection-and-quality-assessment safe to use?
- It is MIT-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 outlier-detection-and-quality-assessment still maintained?
- The repository was last updated 8 days ago, so outlier-detection-and-quality-assessment 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.