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 2 skills

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Decision summary

Llm App is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.

Strongest overall

Llm App

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

Fastest prototype

Llm App

Best first install candidate based on install readiness and adoption.

Freshest repo

Llm App

Most recent maintenance signal among this shortlist.

SignalData Analytics Projects In Python

A collection of data analysis and visualization projects designed to uncover insights from diverse datasets. These projects include analyses on COVID-19 trends, stock trading patterns, housing market prices, IoT data, and more, showcasing the power of data-driven storytelling.

Llm App

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

Quality
50/100
Needs review
100/100
Excellent
Decision verdict
40/100
Needs manual review

Do a manual repository review before adding this to an agent workflow.

100/100
Production-ready

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

Adoption226 stars
Verified outcomes are shown on each skill page
59K stars
Verified outcomes are shown on each skill page
FreshnessJan 7, 2024Jun 10, 2026
Use-case fit
Workflow fit
Platform hintsJupyter Notebook, Data Analysis, Claude CodeJupyter Notebook, RAG, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forData analysis workflows · Claude Code teams · builders willing to evaluate younger projectsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that require actively maintained dependencies · production agents without a repository reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
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Install
$ npx skills add shsarv/Data-Analytics-Projects-in-python
$ npx skills add pathwaycom/llm-app