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
Hikyuu is the strongest overall pick here because it has a 100/100 readiness score and fits Finance and quant.
Strongest overall
Hikyuu
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Hikyuu
Best first install candidate based on install readiness and adoption.
Freshest repo
Simons Quant
Most recent maintenance signal among this shortlist.
| Signal | Hikyuu Hikyuu Quant Framework 基于C++/Python的超高速开源量化交易研究框架，同时可基于策略部件进行资产重用，快速累积策略资产。 | Simons Quant Evaluate systematic strategy ideas through signal testing, statistical validation, decay, execution costs, and model-risk review. |
|---|---|---|
| Quality | 100/100 Excellent | 83/100 Strong |
| Decision verdict | 100/100 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 | 3.3K stars Verified outcomes are shown on each skill page | 1.5K stars Verified outcomes are shown on each skill page |
| Freshness | Jun 19, 2026 | Jul 14, 2026 |
| Use-case fit | ||
| Workflow fit | ||
| Platform hints | C++, Backtesting, 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 | 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 · production agents without a repository review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add fasiondog/hikyuu | $ npx -y skills add xuboyuebobb/investorskills --skill simons-quant |