Skill comparison
Compare agent skills before installing.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Trader is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Trader
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Trader
Best first install candidate based on install readiness and adoption.
Freshest repo
Northstar
Most recent maintenance signal among this shortlist.
| Signal | Northstar 国内最优秀的基于JAVA的AI开源量化交易平台，秒替文华、MC、金字塔。具备历史回放、策略研发、模拟交易、实盘交易等功能。兼顾全自动与半自动的使用场景。 | Trader 期货自动交易 | Tqsdk Python 天勤量化开发包, 期货量化, 实时行情/历史数据/实盘交易 | Efinance efinance 是一个可以快速获取基金、股票、债券、期货数据的 Python 库，回测以及量化交易的好帮手！🚀🚀🚀 |
|---|---|---|---|---|
| Quality | 85/100 Excellent | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 96/100 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 | 549 stars 0 installs | 8.3K stars 0 installs | 4.8K stars 0 installs | 3.8K stars 0 installs |
| Freshness | Jun 13, 2026 | Feb 28, 2026 | Jun 11, 2026 | Mar 18, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | JavaScript, Quant, Claude Code | C, Quant, Claude Code | Python, Quant, Claude Code | Python, Quant, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No major risk signals from current metadata |
| Best for | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Finance and quant workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents 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 | 4 views 0 install copies |
| Install | $ npx skills add dromara/northstar | $ npx skills add timercrack/trader | $ npx skills add shinnytech/tqsdk-python | $ npx skills add Micro-sheep/efinance |