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
Canvas Design is the strongest overall pick here because it has a 100/100 readiness score and fits Design and creative.
Strongest overall
Canvas Design
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Canvas Design
Best first install candidate based on install readiness and adoption.
Freshest repo
Canvas Design
Most recent maintenance signal among this shortlist.
| Signal | Crawlee Python Crawlee—A web scraping and browser automation library for Python to build reliable crawlers. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Parsel, BeautifulSoup, Playwright, and raw HTTP. Both headful and headless mode. With proxy rotation. | DocsGPT Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents. | Canvas Design Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy. | Cognee Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine. |
|---|---|---|---|---|
| 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 | 9.5K stars Verified outcomes are shown on each skill page | 18K stars Verified outcomes are shown on each skill page | 181K stars Verified outcomes are shown on each skill page | 30K stars Verified outcomes are shown on each skill page |
| Freshness | Sep 10, 2026 | Sep 14, 2026 | Oct 9, 2026 | Aug 23, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Python, Playwright, Claude Code, OpenAI Agents, Browser agents | Python, Semantic Search, Claude Code, OpenAI Agents | Claude Code, Codex, Cursor, OpenAI Agents | Python, Vector Search, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | Create original work; do not use it to imitate living artists or reproduce copyrighted source art. · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Web scraping workflows · Claude Code teams · teams that value GitHub adoption signals | RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals | Design and creative workflows · Claude Code teams · teams that value GitHub adoption signals | RAG and knowledge 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 · production agents without a repository 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 apify/crawlee-python | $ npx skills add arc53/DocsGPT | $ npx skills add anthropics/skills --skill canvas-design | $ npx skills add topoteretes/cognee |