📦 Pandas Skill — 数据操控专家

v1.0.0

精通 pandas 的 AI 技能,可快速完成表格数据读取、清洗、转换、聚合与可视化,一键处理 CSV/Excel/SQL 等多源数据,自动生成分析代码与洞察报告,显著提升数据工作效率。

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yangruihan 头像by @yangruihan (Ryan)
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最后更新
2026/3/10
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OpenClaw
安全
high confidence
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评估建议
This skill appears coherent and only performs local data processing with pandas. Before using it: (1) Run it in an isolated environment (virtualenv/container) and install dependencies from PyPI to limit supply-chain risk. (2) Backup any original data — the scripts overwrite or produce output files you supply. (3) Review/grep the scripts yourself if you plan to run them on highly sensitive files (they perform only local I/O and pandas operations, but it's best practice). (4) For very large datase...
详细分析 ▾
用途与能力
Name/description match the shipped artifacts: three pandas scripts (analyzer, cleaner, transformer), examples, and reference docs. No unexpected environment variables, binaries, or cloud credentials are requested.
指令范围
SKILL.md instructs running the included scripts against local files (CSV/Excel/JSON/Parquet). The instructions do not direct the agent to read unrelated system files, call external endpoints, or exfiltrate data. All referenced operations (analyze → clean → transform → validate) are within the stated purpose.
安装机制
No install spec; repository is instruction+script based with a requirements.txt listing typical Python libs (pandas, numpy, openpyxl, pyarrow, xlrd). No downloads from arbitrary URLs or archive extraction; install is standard pip usage which is proportionate to the functionality.
凭证需求
The skill declares no required environment variables, no credentials, and no config paths. The code accesses only files supplied by the user and standard Python modules; no secret-like env variables or unrelated service tokens are requested.
持久化与权限
Skill does not request always:true and does not attempt to modify agent/system-wide configuration. It runs as CLI scripts operating on local files and writes outputs to user-specified paths.
安全有层次,运行前请审查代码。

运行时依赖

无特殊依赖

版本

latestv1.0.02026/3/10

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安装命令

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官方npx clawhub@latest install pandas-skill
镜像加速npx clawhub@latest install pandas-skill --registry https://cn.longxiaskill.com
数据来源ClawHub ↗ · 中文优化:龙虾技能库