No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →
by yzhao062 · Agent Tool · ★ 10.0k
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
🔒 Is pyod safe to install? View the security audit →
.. image:: https://raw.githubusercontent.com/yzhao062/pyod/master/brand/pyod-icon.svg :target: https://pyod.dev :alt: PyOD Ecosystem :width: 84px Python Outlier Detection (PyOD) 3 ================================== PyOD 3: Agentic Anomaly Detection At Scale .. image:: https://img.shields.io/badge/website-pyod.dev-990000 :target: https://pyod.dev :alt: Website .. image:: https://img.shields.io/pypi/v/pyod.svg?color=brightgreen :target: https://pypi.org/project/pyod/ :alt: PyPI version .. image:: https://anaconda.org/conda-forge/pyod/badges/version.svg :target: https://anaconda.org/conda-forge/pyod :alt: Anaconda version .. image:: https://readthedocs.org/projects/pyod/badge/?version=latest :target: https://pyod.readthedocs.io/en/latest/?badge=latest :alt: Documentation status .. image:: https://img.shields.io/github/stars/yzhao062/pyod.svg :target: https://github.com/yzhao062/pyod/stargazers :alt: GitHub stars .. image:: https://img.shields.io/github/forks/yzhao062/pyod.svg?color=blue :target: https://github.com/yzhao062/pyod/network :alt: GitHub forks .. image:: https://pepy.tech/badge/p
| Stars | 10,002 |
| Forks | 1,502 |
| Language | Python |
| Category | Agent Tool |
| License | BSD-2-Clause |
| Quality Score | 52.7583314961097/100 |
| Open Issues | 246 |
| Last Updated | 2026-09-08 |
| Created | 2017-10-03 |
| Platforms | python |
| Est. Tokens | ~25k |
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pyod is A Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.. It is categorized as a Agent Tool with 10.0k GitHub stars.
pyod is primarily written in Python. It covers topics such as agentic-ai, anomaly-detection, data-mining.
You can find installation instructions and usage details in the pyod GitHub repository at github.com/yzhao062/pyod. The project has 10.0k stars and 1502 forks, indicating an active community.
pyod is released under the BSD-2-Clause license, making it free to use and modify according to the license terms.
The top alternatives to pyod on Agent Skills Hub include agent-squad, opensquilla, opensquilla. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.
Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.
The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.
Sources & who's responsible: