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 1 skill
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Magic Insight is the strongest overall pick here because it has a 56/100 readiness score and fits RAG and knowledge.
Strongest overall
Magic Insight
Do a manual repository review before adding this to an agent workflow.
Fastest prototype
Magic Insight
Best first install candidate based on install readiness and adoption.
Freshest repo
Magic Insight
Most recent maintenance signal among this shortlist.
| Signal | Magic Insight One-stop data intelligence agent, providing insights from all mainstream data formats in a single dialogue box, including documents, databases, business systems, and images.一站式数据智能体，一个对话框提供所有主流格式数据的见解，包括文档、数据库、业务系统和图像。 |
|---|---|
| Quality | 54/100 Needs review |
| Decision verdict | 56/100 Needs manual review Do a manual repository review before adding this to an agent workflow. |
| Adoption | 545 stars 0 installs |
| Freshness | Nov 6, 2024 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Python, RAG, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet |
| Best for | RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that require actively maintained dependencies · production agents without a repository review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add tianlan-ltd/Magic-Insight |