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 95/100 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
Portfolio Analytics
Most recent maintenance signal among this shortlist.
| Signal | Simons Quant Evaluate systematic strategy ideas through signal testing, statistical validation, decay, execution costs, and model-risk review. | Portfolio Analytics Measure portfolio returns, risk, drawdowns, benchmarks, rolling metrics, and strategy performance from approved data. |
|---|---|---|
| Quality | 84/100 Strong | 77/100 Strong |
| Decision verdict | 95/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 76/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. |
| Adoption | 1.9K stars Verified outcomes are shown on each skill page | 410 stars Verified outcomes are shown on each skill page |
| Freshness | Aug 23, 2026 | Sep 3, 2026 |
| Use-case fit | ||
| Workflow fit | ||
| Platform hints | Codex, Claude Code, skills.sh, OpenAI Agents | Claude Code, Codex, skills.sh, QuantStats, OpenAI Agents |
| Warnings | Quantitative strategy research requires point-in-time data, transaction-cost assumptions, and out-of-sample validation. · No OpenAgentSkill engagement data yet | Portfolio and trade-log data can be sensitive; validate assumptions, fees, and benchmark handling before reporting results. · 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 · builders willing to evaluate younger projects |
| Not ideal for | teams that need a vendor-supported SLA · production agents without a repository 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 -y skills add xuboyuebobb/investorskills --skill simons-quant | $ npx -y skills add agiprolabs/claude-trading-skills --skill portfolio-analytics |