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
Appsmith is the strongest overall pick here because it has a 100/100 readiness score and fits Local desktop.
Strongest overall
Appsmith
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Appsmith
Best first install candidate based on install readiness and adoption.
Freshest repo
Appsmith
Most recent maintenance signal among this shortlist.
| Signal | Nbdev Create delightful software with Jupyter Notebooks | Devdocs API Documentation Browser | Appsmith Platform to build admin panels, internal tools, and dashboards. Integrates with 25+ databases and any API. | Refine A React Framework for building internal tools, admin panels, dashboards & B2B apps with unmatched flexibility. |
|---|---|---|---|---|
| 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 | 5.3K stars Verified outcomes are shown on each skill page | 39K stars Verified outcomes are shown on each skill page | 41K stars Verified outcomes are shown on each skill page | 35K stars Verified outcomes are shown on each skill page |
| Freshness | Aug 25, 2026 | Jun 18, 2026 | Sep 11, 2026 | Jun 5, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Jupyter Notebook, Developer Tools, Claude Code | Ruby, Developer Tools, Claude Code, Browser agents | TypeScript, Developer Tools, Claude Code | TypeScript, Developer Tools, Claude Code |
| Warnings | No major risk signals from current metadata | 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 | Local desktop 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 | 24 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add AnswerDotAI/nbdev | $ npx skills add freeCodeCamp/devdocs | $ npx skills add appsmithorg/appsmith | $ npx skills add refinedev/refine |