Skill comparison
Compare agent skills before installing.
Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Osqp is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Osqp
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Osqp
Best first install candidate based on install readiness and adoption.
Freshest repo
Kalshi AI Trading Bot
Most recent maintenance signal among this shortlist.
| Signal | Osqp The Operator Splitting QP Solver | Deepdow Portfolio optimization with deep learning. | Cvxportfolio Portfolio optimization and back-testing. | Kalshi AI Trading Bot A toolkit for building AI-automated trading strategies on Kalshi prediction markets. |
|---|---|---|---|---|
| Quality | 95/100 Excellent | 71/100 Strong | 96/100 Excellent | 84/100 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. | 73/100 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. | 83/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. |
| Adoption | 2.1K stars 0 installs | 1.1K stars 0 installs | 1.2K stars 0 installs | 443 stars 0 installs |
| Freshness | Jan 12, 2026 | Jan 24, 2024 | Apr 27, 2026 | Jun 12, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | C, Portfolio Analysis, Claude Code | Python, Portfolio Analysis, Claude Code | Python, Portfolio Analysis, Claude Code | Python, Portfolio Analysis, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | Repository looks stale · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents 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 · high-compliance environments without internal security review | 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 | 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 osqp/osqp | $ npx skills add jankrepl/deepdow | $ npx skills add cvxgrp/cvxportfolio | $ npx skills add ryanfrigo/kalshi-ai-trading-bot |