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
Seaweedfs is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Seaweedfs
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Seaweedfs
Best first install candidate based on install readiness and adoption.
Freshest repo
Skywalking
Most recent maintenance signal among this shortlist.
| Signal | dev-experts Apply opinionated developer personas for architecture decisions, production debugging, language-specific code review, comprehensive reviewer passes, and test strategy. Use when you need an architect plan, devops investigation, Rust/Python/C++ review, grumpy reviewer audit, or tester-driven test plan. Triggers: architect, devops, rust-dev, python-dev, cpp-dev, reviewer, tester, pre-merge review, refactor for maintainability. | Deploy to Vercel Deploy applications and websites to Vercel, including preview deployments and shareable deployment links. | Seaweedfs SeaweedFS is a distributed storage system for object storage (S3), file systems, and Iceberg tables, designed to handle billions of files with O(1) disk access and effortless horizontal scaling. | Skywalking APM, Application Performance Monitoring System |
|---|---|---|---|---|
| Quality | 52/100 Needs review | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 51/100 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 | 41 stars Verified outcomes are shown on each skill page | 32K stars Verified outcomes are shown on each skill page | 33K stars Verified outcomes are shown on each skill page | 25K stars Verified outcomes are shown on each skill page |
| Freshness | Jul 30, 2026 | Aug 28, 2026 | Jun 16, 2026 | Sep 10, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Claude Code | Codex, Claude Code, Cursor, Vercel, OpenAI Agents | Go, Kubernetes, Claude Code | Java, Observability, Claude Code |
| Warnings | Low GitHub adoption signal · No OpenAgentSkill engagement data yet | Deployment can publish external changes; review the target project and production settings before use. · 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 | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | devops workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · production agents without a repository review | teams that need a vendor-supported SLA · 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 DeevsDeevs/agent-system --skill dev-experts | $ npx skills add vercel-labs/agent-skills --skill deploy-to-vercel | $ npx skills add seaweedfs/seaweedfs | $ npx skills add apache/skywalking |