Skill comparison
Compare agent skills before installing.
Comparing 2 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Simons Quant is the strongest overall pick here because it has a 94/100 readiness score and fits Finance and quant.
Strongest overall
Simons Quant
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Simons Quant
Best first install candidate based on install readiness and adoption.
Freshest repo
Simons Quant
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。 | Simons Quant Evaluate systematic strategy ideas through signal testing, statistical validation, decay, execution costs, and model-risk review. |
|---|---|---|
| Quality | 79/100 Strong | 83/100 Strong |
| Decision verdict | 90/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 94/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 566 stars Verified outcomes are shown on each skill page | 1.5K stars Verified outcomes are shown on each skill page |
| Freshness | Jun 13, 2026 | Jul 14, 2026 |
| Use-case fit | ||
| Workflow fit | ||
| Platform hints | JavaScript, Quant, Claude Code | Codex, Claude Code, skills.sh, OpenAI Agents |
| Warnings | No OpenAgentSkill engagement data yet | Quantitative strategy research requires point-in-time data, transaction-cost assumptions, and out-of-sample validation. · No OpenAgentSkill engagement data yet |
| Best for | 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 |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · production agents without a repository review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add dromara/northstar | $ npx -y skills add xuboyuebobb/investorskills --skill simons-quant |