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
OpenBB is the strongest overall pick here because it has a 100/100 readiness score and fits Finance and quant.
Strongest overall
OpenBB
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
OpenBB
Best first install candidate based on install readiness and adoption.
Freshest repo
FinGPT
Most recent maintenance signal among this shortlist.
| Signal | Osqp The Operator Splitting QP Solver | Qlib Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process. | FinGPT FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace. | OpenBB Financial data platform for analysts, quants and AI agents. |
|---|---|---|---|---|
| Quality | 87/100 Excellent | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 89/100 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 | 2.2K stars Verified outcomes are shown on each skill page | 44K stars Verified outcomes are shown on each skill page | 21K stars Verified outcomes are shown on each skill page | 70K stars Verified outcomes are shown on each skill page |
| Freshness | Jan 12, 2026 | Apr 22, 2026 | Aug 2, 2026 | Jun 21, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | C, Portfolio Analysis, Claude Code | Python, Finance, Claude Code | Jupyter Notebook, Finance, Claude Code, OpenAI Agents | Python, Finance, 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 | Finance and quant workflows · Claude Code teams · teams that value GitHub adoption signals | GitHub automation 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 · 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 | 56 views 5 install copies |
| Install | $ npx skills add osqp/osqp | $ npx skills add microsoft/qlib | $ npx skills add AI4Finance-Foundation/FinGPT | $ npx skills add OpenBB-finance/OpenBB |