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.
Decision summary
DocsGPT is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.
Strongest overall
DocsGPT
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
DocsGPT
Best first install candidate based on install readiness and adoption.
Freshest repo
DocsGPT
Most recent maintenance signal among this shortlist.
| Signal | Memorizz MemoRizz: A Python library serving as a memory layer for AI applications. Leverages popular databases and storage solutions to optimize memory usage. Provides utility classes and methods for efficient data management. | 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. | Txtai 💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows | Examples Jupyter Notebooks to help you get hands-on with Pinecone vector databases |
|---|---|---|---|---|
| Quality | 81/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 92/100 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 | 745 stars 0 installs | 18K stars 0 installs | 13K stars 0 installs | 3.0K stars 0 installs |
| Freshness | Jun 13, 2026 | Jun 14, 2026 | Jun 11, 2026 | Jun 12, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, Semantic Search, Claude Code | Python, Semantic Search, Claude Code, OpenAI Agents | Python, Semantic Search, Claude Code | Jupyter Notebook, Semantic Search, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No major risk signals from current metadata | No major risk signals from current metadata | No OpenAgentSkill engagement data yet |
| Best for | RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals | RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals | RAG and knowledge 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 · 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 | 5 views 0 install copies | 3 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add RichmondAlake/memorizz | $ npx skills add arc53/DocsGPT | $ npx skills add neuml/txtai | $ npx skills add pinecone-io/examples |