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Profile messy CSV files, standardize columns, detect data quality issues, and produce a reproducible cleanup plan.

开发与 DevOps

作者:vx:17605205782 @52YuanChangXing

许可证:MIT-0

MIT-0 ·免费使用、修改和重新分发。无需归因。

版本:v1.0.0

统计:⭐ 0 · 108 · 0 current installs · 0 all-time installs

0

安装量(当前) 0

🛡 VirusTotal :良性 · OpenClaw :良性

Package:52yuanchangxing/csv-cleanroom

安全扫描(ClawHub)

  • VirusTotal :良性
  • OpenClaw :良性

OpenClaw 评估

The skill's code, instructions, and declared requirements are consistent with a local CSV profiling/cleanup-planning utility and do not request unrelated credentials or network installs.

目的

Name/description (CSV profiling and cleanup planning) align with the included artefacts: a small Python helper script and a checklist resource. Declared runtime requirement is only python3, which is proportionate to the stated purpose.

说明范围

SKILL.md restricts behavior to profiling, schema-normalization guidance, and producing plans/preview artifacts. It references only the local script and resource file. The bundled script only reads the explicitly provided CSV path and writes a JSON profile output; SKILL.md emphasizes preview-first and avoiding destructive actions unless the user asks.

安装机制

No install spec is present (instruction-only skill with a local script). This is low-risk: nothing is downloaded or executed from remote hosts and the helper script is local and auditable.

证书

The skill declares no environment variables, credentials, or config paths. The Python script does not access environment secrets or external services. Requested inputs (CSV path, target schema, etc.) match the functionality.

持久

always is false and the skill does not request persistent/privileged agent presence or modify other skills. Autonomous invocation remains platform-default and is not a specific red flag here.

综合结论

This skill appears to be a local, auditable CSV profiling and planning tool. Before installing/using it: (1) review scripts/csv_cleanroom.py yourself — it writes a profile JSON (default csv_profile.json) to the working directory and could overwrite that file if present; (2) run the helper in a safe/isolated folder if your CSVs contain sensitive data; (3) remember the skill will not perform destructive edits by default — require explicit confir…

安装(复制给龙虾 AI)

将下方整段复制到龙虾中文库对话中,由龙虾按 SKILL.md 完成安装。

请把本段交给龙虾中文库(龙虾 AI)执行:为本机安装 OpenClaw 技能「csv-cleanroom」。简介:Profile messy CSV files, standardize columns, detect data quality issues, and p…。
请 fetch 以下地址读取 SKILL.md 并按文档完成安装:https://raw.githubusercontent.com/openclaw/skills/refs/heads/main/skills/52yuanchangxing/csv-cleanroom/SKILL.md
(来源:yingzhi8.cn 技能库)

SKILL.md

打开原始 SKILL.md(GitHub raw)

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