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
Freqtrade is the strongest overall pick here because it has a 100/100 readiness score and fits Finance and quant.
Strongest overall
Freqtrade
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Freqtrade
Best first install candidate based on install readiness and adoption.
Freshest repo
Nofx
Most recent maintenance signal among this shortlist.
| Signal | Zigma Zigma is an algorithmic trading framework built with the Zig programming language, leveraging an actor-based concurrency model. It aims to provide an efficient, low-latency system for algorithmic trading through components handling market data, strategy execution, order management, risk, and data persistence. | Freqtrade Free, open source crypto trading bot | FinRL FinRL®: Financial Reinforcement Learning. 🔥 | Nofx Your AI trading terminal assistant for US stocks, commodities, forex, and crypto. |
|---|---|---|---|---|
| Quality | 46/100 Needs review | 100/100 Excellent | 100/100 Excellent | 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. | 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 | 102 stars Verified outcomes are shown on each skill page | 52K stars Verified outcomes are shown on each skill page | 16K stars Verified outcomes are shown on each skill page | 13K stars Verified outcomes are shown on each skill page |
| Freshness | Aug 3, 2025 | Jun 17, 2026 | Jul 13, 2026 | Jul 16, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Zig, Trading, Claude Code | Python, Trading, Claude Code | Jupyter Notebook, Trading, Claude Code | Go, Trading, Claude Code |
| Warnings | Repository looks stale · 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 | 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 | 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 | 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 Thomvanoorschot/zigma | $ npx skills add freqtrade/freqtrade | $ npx skills add AI4Finance-Foundation/FinRL | $ npx skills add NoFxAiOS/nofx |