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
Bolt Python is the strongest overall pick here because it has a 100/100 readiness score and fits GitHub automation.
Strongest overall
Bolt Python
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Mirai
Best first install candidate based on install readiness and adoption.
Freshest repo
Java Slack Sdk
Most recent maintenance signal among this shortlist.
| Signal | Java Slack Sdk Slack Developer Kit (including Bolt for Java) for any JVM language | Mirai 高效率 QQ 机器人支持库 | Slack Machine A simple, yet powerful and extendable Slack bot | Bolt Python A framework to build Slack apps using Python |
|---|---|---|---|---|
| Quality | 85/100 Excellent | 84/100 Strong | 86/100 Excellent | 100/100 Excellent |
| Decision verdict | 96/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 86/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 97/100 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 | 601 stars 0 installs | 15K stars 0 installs | 770 stars 0 installs | 1.3K stars 0 installs |
| Freshness | Jun 18, 2026 | Sep 23, 2024 | Jun 13, 2026 | Jun 12, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Java, Chatbot, Claude Code | Kotlin, Chatbot, Claude Code | Python, Chatbot, Claude Code | Python, Chatbot, 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 | GitHub automation 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 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 slackapi/java-slack-sdk | $ npx skills add mamoe/mirai | $ npx skills add DonDebonair/slack-machine | $ npx skills add slackapi/bolt-python |