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
OctoBot is the strongest overall pick here because it has a 100/100 readiness score and fits Finance and quant.
Strongest overall
OctoBot
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
OctoBot
Best first install candidate based on install readiness and adoption.
Freshest repo
OctoBot
Most recent maintenance signal among this shortlist.
| Signal | R2 R2 Bitcoin Arbitrager is an automatic arbitrage trading system powered by Node.js + TypeScript. | Magic8bot Magic8bot is a cryptocurrency trading bot using Node.js and MongoDB. | Freqtrade Strategies Free trading strategies for Freqtrade bot | OctoBot Free open source crypto trading bot to automate AI, Grid, DCA and TradingView strategies on Binance, Hyperliquid and 15+ exchanges, with a simple interface. |
|---|---|---|---|---|
| Quality | 55/100 Promising | 52/100 Needs review | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 57/100 Needs manual review Do a manual repository review before adding this to an agent workflow. | 42/100 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. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 815 stars 0 installs | 404 stars 0 installs | 5.2K stars 0 installs | 6.1K stars 0 installs |
| Freshness | Apr 19, 2023 | Mar 4, 2023 | May 5, 2026 | Jun 12, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | TypeScript, Trading Bot, Claude Code | TypeScript, Trading Bot, Claude Code | Python, Freqtrade, Claude Code | Python, Trading Bot, Claude Code |
| Warnings | Repository looks stale · 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 | 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 | 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 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 bitrinjani/r2 | $ npx skills add magic8bot/magic8bot | $ npx skills add freqtrade/freqtrade-strategies | $ npx skills add Drakkar-Software/OctoBot |