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
FinGPT is the strongest overall pick here because it has a 100/100 readiness score and fits GitHub automation.
Strongest overall
FinGPT
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
FinGPT
Best first install candidate based on install readiness and adoption.
Freshest repo
FinGPT
Most recent maintenance signal among this shortlist.
| Signal | Stocks Programs for stock prediction and evaluation | OpenStock OpenStock is an open-source alternative to expensive market platforms. Track real-time prices, set personalized alerts, and explore detailed company insights — built openly, for everyone, forever free. | FinanceDatabase This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets. | FinGPT FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace. |
|---|---|---|---|---|
| Quality | 77/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 76/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. | 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 | 375 stars Verified outcomes are shown on each skill page | 13K stars Verified outcomes are shown on each skill page | 7.9K stars Verified outcomes are shown on each skill page | 21K stars Verified outcomes are shown on each skill page |
| Freshness | Jun 4, 2026 | May 28, 2026 | Jun 17, 2026 | Aug 2, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Jupyter Notebook, Market Data, Claude Code | TypeScript, Market Data, Claude Code | Python, Market Data, Claude Code | Jupyter Notebook, Finance, Claude Code, OpenAI Agents |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Finance and quant workflows · Claude Code teams · builders willing to evaluate younger projects | 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 |
| 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 | 0 views 0 install copies |
| Install | $ npx skills add NGYB/Stocks | $ npx skills add Open-Dev-Society/OpenStock | $ npx skills add JerBouma/FinanceDatabase | $ npx skills add AI4Finance-Foundation/FinGPT |