Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
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
think-twice
Most recent maintenance signal among this shortlist.
| Signal | think-twice Forces Claude to pause before picking an implementation approach and ask: "Is there a cleverer, cheaper way?" Triggers when the request involves generating data or fixtures (lists, datasets, sample records), implementing a problem that is likely already solved by a stdlib function, package, or public API (validation, parsing, lookups, auth, date/currency/geo data), or any implementation expected to exceed ~20 lines. Does NOT trigger when the user has explicitly chosen the approach or library, when the task is under ~10 lines, when fixing a bug in existing code, or for infra/terraform/k8s and DB queries. Run the checklist before writing code, stop at the first question that reveals a cheaper path, and take that path. | 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 | 64/100 Promising | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 63/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. | 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 | 51 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 | Oct 2, 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 | No critical security or safety issues found. · 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 albertobarnabo/lazy-cat --skill think-twice | $ npx skills add vercel-labs/agent-skills --skill deploy-to-vercel | $ npx skills add seaweedfs/seaweedfs | $ npx skills add apache/skywalking |