Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
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Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
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Best first install candidate based on install readiness and adoption.
Freshest repo
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Most recent maintenance signal among this shortlist.
| Signal | Open Swe An Open-Source Asynchronous Coding Agent | Agentmemory #1 Persistent memory for AI coding agents based on real-world benchmarks | SWE Agent SWE-agent takes a GitHub issue and tries to automatically fix it, using your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2024] | Continue open-source coding agent |
|---|---|---|---|---|
| Quality | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 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. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 10.0K stars Verified outcomes are shown on each skill page | 23K stars Verified outcomes are shown on each skill page | 20K stars |
| 34K stars Verified outcomes are shown on each skill page |
| Freshness | Jun 16, 2026 | Jun 15, 2026 | Jun 15, 2026 | Jun 16, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Python, Coding Agent, Claude Code | TypeScript, Coding Agent, Claude Code, OpenAI Agents | Python, Developer Tools, Claude Code | TypeScript, Coding Agent, Claude Code |
| Warnings | 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 · 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 | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | 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 | 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 langchain-ai/open-swe | $ npx skills add rohitg00/agentmemory | $ npx skills add SWE-agent/SWE-agent | $ npx skills add continuedev/continue |