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 Lib Python is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.
Strongest overall
Ta Lib Python
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Ta Lib Python
Best first install candidate based on install readiness and adoption.
Freshest repo
QuantLib
Most recent maintenance signal among this shortlist.
| Signal | QuantLib The QuantLib C++ library | Ta Lib Python Python wrapper for TA-Lib (http://ta-lib.org/). | QuantsPlaybook 量化研究-券商金工研报复现 | AlphaGPT 基于深度强化学习的开源自动因子工厂。 |
|---|---|---|---|---|
| Quality | 100/100 Excellent | 100/100 Excellent | 98/100 Excellent | 100/100 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 | 7.2K stars 0 installs | 12K stars 0 installs | 5.3K stars 0 installs | 2.1K stars 0 installs |
| Freshness | Jun 11, 2026 | Mar 16, 2026 | May 8, 2026 | Jun 5, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | C++, Finance, Claude Code | Cython, Finance, Claude Code | Jupyter Notebook, Finance, Claude Code | Python, Finance, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals | RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals | RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals | RAG and knowledge 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 | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add lballabio/QuantLib | $ npx skills add TA-Lib/ta-lib-python | $ npx skills add hugo2046/QuantsPlaybook | $ npx skills add imbue-bit/AlphaGPT |