invalid-data-cleaning
用于大规模Excel数据的预处理，通过统计总行数判断是否转换为Parquet格式以提升读写效率，并使用正则表达式清洗指定文本列（如仅保留中文字符），最后导出清洗后的文件并提供下载链接。
Install / Use
npx skills add OpenSenseNova/SenseNova-Skills --skill invalid-data-cleaningInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
AutomationSupported Platforms
Our assessment of invalid-data-cleaning
invalid-data-cleaning scores 84/100 on our quality scale, 1008th of 1,553 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 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 invalid-data-cleaning 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.
invalid-data-cleaning compared with similar skills
All 4 of these similar skills score higher than invalid-data-cleaning; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| invalid-data-cleaning (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 |
| rufloby ruvnet | 100 | 73.3k | today | CLAUDE.md |
| Scraplingby D4Vinci | 100 | 83.9k | today | MCP Server |
Frequently asked questions
- How do I install invalid-data-cleaning?
- Run
npx skills add OpenSenseNova/SenseNova-Skills --skill invalid-data-cleaning. The install tabs above show the steps for each supported agent. - Which AI agents does invalid-data-cleaning 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 invalid-data-cleaning 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 invalid-data-cleaning still maintained?
- The repository was last updated 8 days ago, so invalid-data-cleaning 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.