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
Yfinance is the strongest overall pick here because it has a 100/100 readiness score and fits Finance and quant.
Strongest overall
Yfinance
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Yfinance
Best first install candidate based on install readiness and adoption.
Freshest repo
Yfinance
Most recent maintenance signal among this shortlist.
| Signal | Portfolio Optimize A simple Python package for optimizing investment portfolios using historical return data from Yahoo Finance. Users can easily determine the optimal portfolio allocation among a given set of tickers based on the mean-variance optimization method or other algorithms. | Yfinance Download market data from Yahoo! Finance's API |
|---|---|---|
| Quality | 46/100 Needs review | 100/100 Excellent |
| Decision verdict | 36/100 Needs manual review Do a manual repository review before adding this to an agent workflow. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 106 stars Verified outcomes are shown on each skill page | 25K stars Verified outcomes are shown on each skill page |
| Freshness | Mar 11, 2024 | Jul 5, 2026 |
| Use-case fit | ||
| Workflow fit | ||
| Platform hints | Python, Portfolio Analysis, Claude Code | Python, Market Data, Claude Code |
| Warnings | Repository looks stale · 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 | Finance and quant workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that require actively maintained dependencies · production agents without a repository 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 |
| Install | $ npx skills add manujajay/portfolio-optimize | $ npx skills add ranaroussi/yfinance |