Skill comparison

Compare agent skills before installing.

Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.

Comparing 4 skills

Use this as a shortlist, then open the skill detail page before adopting.

Decision summary

Strongest overall

Pyod

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

Pyod

Best first install candidate based on install readiness and adoption.

Freshest repo

Sktime

Most recent maintenance signal among this shortlist.

Signal	Anomaly Detection Resources Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!	Pyod A Python library for anomaly detection across tabular, time series, graph, text, and image data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.	Sktime A unified framework for machine learning with time series	Darts A python library for user-friendly forecasting and anomaly detection on time series.
Quality	97/100 Excellent	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	99/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack.	100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack.	100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack.	100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack.
Adoption	9.3K stars Verified outcomes are shown on each skill page	9.9K stars Verified outcomes are shown on each skill page	9.8K stars Verified outcomes are shown on each skill page