Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Frontend Design
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Frontend Design
Best first install candidate based on install readiness and adoption.
Freshest repo
Frontend Design
Most recent maintenance signal among this shortlist.
| Signal | music-supervision-scoring Provider-independent music supervision and scoring direction for AI agents producing generated videos, ads, trailers, explainers, product films, social clips, documentaries, game trailers, and branded content. Use when planning, prompting, selecting, licensing, mixing, repairing, or quality-reviewing music, score, temp tracks, needle drops, AI-generated tracks, cue sheets, stems, loudness, loopability, platform music constraints, and rights-aware audio handoff for visual media. | Frontend Design Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces. |
|---|---|---|
| Quality | 62/100 Promising | 100/100 Excellent |
| Decision verdict | 61/100 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. |
| Adoption | 149 stars Verified outcomes are shown on each skill page | 175K stars Verified outcomes are shown on each skill page |
| Freshness | Jul 14, 2026 | Sep 3, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Claude Code | Claude Code, Codex, Cursor, OpenAI Agents |
| Warnings | No OpenAgentSkill engagement data yet | Use is subject to the upstream source terms; review LICENSE.txt before redistribution. · No OpenAgentSkill engagement data yet |
| Best for | Document processing workflows · Claude Code teams · builders willing to evaluate younger projects | Design and creative 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 · production agents without a repository review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add calesthio/generative-media-skills --skill music-supervision-scoring | $ npx skills add anthropics/skills --skill frontend-design |