Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
TradingAgents
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
TradingAgents
Best first install candidate based on install readiness and adoption.
Freshest repo
Actual
Most recent maintenance signal among this shortlist.
| Signal | Jiji2 Forex algorithmic trading framework using OANDA REST API. | TradingAgents TradingAgents: Multi-Agents LLM Financial Trading Framework | Actual A local-first personal finance app | OpenBB Financial data platform for analysts, quants and AI agents. |
|---|---|---|---|---|
| Quality | 45/100 Needs review | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 35/100 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 | 250 stars Verified outcomes are shown on each skill page | 88K stars Verified outcomes are shown on each skill page | 28K stars Verified outcomes are shown on each skill page |
Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
TradingAgents
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
TradingAgents
Best first install candidate based on install readiness and adoption.
Freshest repo
Actual
Most recent maintenance signal among this shortlist.
| Signal | Jiji2 Forex algorithmic trading framework using OANDA REST API. | TradingAgents TradingAgents: Multi-Agents LLM Financial Trading Framework | Actual A local-first personal finance app | OpenBB Financial data platform for analysts, quants and AI agents. |
|---|---|---|---|---|
| Quality | 45/100 Needs review | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 35/100 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 | 250 stars Verified outcomes are shown on each skill page | 88K stars Verified outcomes are shown on each skill page | 28K stars Verified outcomes are shown on each skill page |
| 70K stars Verified outcomes are shown on each skill page |
| Freshness | Apr 30, 2021 | Jun 22, 2026 | Aug 7, 2026 | Jun 21, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | JavaScript, Finance, Claude Code | Python, Finance, Claude Code | TypeScript, Finance, Claude Code | Python, Finance, 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 | Coding agents workflows · Claude Code teams · builders willing to evaluate younger projects | RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals | Local desktop 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 unageanu/jiji2 | $ npx skills add TauricResearch/TradingAgents | $ npx skills add actualbudget/actual | $ npx skills add OpenBB-finance/OpenBB |
| 70K stars Verified outcomes are shown on each skill page |
| Freshness | Apr 30, 2021 | Jun 22, 2026 | Aug 7, 2026 | Jun 21, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | JavaScript, Finance, Claude Code | Python, Finance, Claude Code | TypeScript, Finance, Claude Code | Python, Finance, 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 | Coding agents workflows · Claude Code teams · builders willing to evaluate younger projects | RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals | Local desktop 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 unageanu/jiji2 | $ npx skills add TauricResearch/TradingAgents | $ npx skills add actualbudget/actual | $ npx skills add OpenBB-finance/OpenBB |