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
CFDS is the strongest overall pick here because it has a 40/100 readiness score and fits Data analysis.
Strongest overall
CFDS
Do a manual repository review before adding this to an agent workflow.
Fastest prototype
CFDS
Best first install candidate based on install readiness and adoption.
Freshest repo
CFDS
Most recent maintenance signal among this shortlist.
| Signal | CFDS A series of interactive labs we prepared for the Chartered Financial Data Scientist Certification. The content of the series is based on Python, IPython Notebook, and PyTorch. |
|---|---|
| Quality | 50/100 Needs review |
| Decision verdict | 40/100 Needs manual review Do a manual repository review before adding this to an agent workflow. |
| Adoption | 216 stars 0 installs |
| Freshness | Jul 25, 2024 |
| Use-case fit | |
| Stack fit | |
| Platform hints | Jupyter Notebook, Financial Data, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet |
| Best for | Data analysis workflows · Claude Code teams · builders willing to evaluate younger projects |
| 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 financial-data-science/CFDS |