Skill comparison

Compare agent skills before installing.

Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.

Comparing 4 skills

Use this as a shortlist, then open the skill detail page before adopting.

Add more skills

Decision summary

Frontend Design is the strongest overall pick here because it has a 100/100 readiness score and fits Design and creative.

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	fastapi-expert Use when building high-performance async Python APIs with FastAPI and Pydantic V2. Invoke to create REST endpoints, define Pydantic models, implement authentication flows, set up async SQLAlchemy database operations, add JWT authentication, build WebSocket endpoints, or generate OpenAPI documentation. Trigger terms: FastAPI, Pydantic, async Python, Python API, REST API Python, SQLAlchemy async, JWT authentication, OpenAPI, Swagger Python.	Frontend Design Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.	Taste Skill: Anti-Slop Frontend Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.	Canvas Design Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
Quality	88/100 Excellent	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	99/100 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	11K stars Verified outcomes are shown on each skill page	174K stars Verified outcomes are shown on each skill page	84K stars

Signal

fastapi-expert

Use when building high-performance async Python APIs with FastAPI and Pydantic V2. Invoke to create REST endpoints, define Pydantic models, implement authentication flows, set up async SQLAlchemy database operations, add JWT authentication, build WebSocket endpoints, or generate OpenAPI documentation. Trigger terms: FastAPI, Pydantic, async Python, Python API, REST API Python, SQLAlchemy async, JWT authentication, OpenAPI, Swagger Python.

Frontend Design

Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.

Taste Skill: Anti-Slop Frontend

Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.

Canvas Design

Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.

Quality

88/100

Excellent

100/100

Excellent

100/100

Excellent

100/100

Excellent

Decision verdict

99/100

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

11K stars

Verified outcomes are shown on each skill page

174K stars

Verified outcomes are shown on each skill page

84K stars