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
Ta is the strongest overall pick here because it has a 100/100 readiness score and fits Finance and quant.
Strongest overall
Ta
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Ta
Best first install candidate based on install readiness and adoption.
Freshest repo
Ta4j
Most recent maintenance signal among this shortlist.
| Signal | Finvizfinance Finviz analysis python library. | Ta Technical Analysis Library using Pandas and Numpy | Ta4j A Java library for technical analysis. | Smart Money Concepts Discover our Python package designed for algorithmic trading. It brings ICT's smart money concepts to Python, offering a range of indicators for your algorithmic trading strategies. |
|---|---|---|---|---|
| Quality | 93/100 Excellent | 100/100 Excellent | 100/100 Excellent | 98/100 Excellent |
| Decision verdict | 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. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 1.4K stars 0 installs | 5.1K stars 0 installs | 2.4K stars 0 installs | 1.7K stars 0 installs |
| Freshness | Jan 3, 2026 | Mar 18, 2026 | Jun 6, 2026 | Apr 3, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Jupyter Notebook, Technical Analysis, Claude Code | Jupyter Notebook, Technical Analysis, Claude Code | Java, Technical Analysis, Claude Code | Python, Trading, Claude Code |
| Warnings | No major risk signals from current metadata | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Finance and quant workflows · Claude Code teams · teams that value GitHub adoption signals | Finance and quant workflows · Claude Code teams · teams that value GitHub adoption signals | Finance and quant workflows · Claude Code teams · teams that value GitHub adoption signals | Finance and quant workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 1 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add lit26/finvizfinance | $ npx skills add bukosabino/ta | $ npx skills add ta4j/ta4j | $ npx skills add joshyattridge/smart-money-concepts |