Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Elasticsearch
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Elasticsearch
Best first install candidate based on install readiness and adoption.
Freshest repo
Seatunnel
Most recent maintenance signal among this shortlist.
| Signal | Wikipedia2vec A tool for learning vector representations of words and entities from Wikipedia | Txtai 💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows | Seatunnel SeaTunnel is a multimodal, high-performance, distributed, massive data integration tool. | Elasticsearch Free and Open Source, Distributed, RESTful Search Engine |
|---|---|---|---|---|
| Quality | 51/100 Needs review | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 53/100 Needs manual review Do a manual repository review before adding this to an agent workflow. | 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 | 968 stars Verified outcomes are shown on each skill page | 13K stars Verified outcomes are shown on each skill page | 9.6K stars Verified outcomes are shown on each skill page |
| 77K stars Verified outcomes are shown on each skill page |
| Freshness | May 3, 2024 | Jun 22, 2026 | Aug 27, 2026 | Jun 16, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Python, Embeddings, Claude Code | Python, Semantic Search, Claude Code | Java, Embeddings, Claude Code | Java, Search, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | 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 require actively maintained dependencies · production agents without a repository 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 | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add wikipedia2vec/wikipedia2vec | $ npx skills add neuml/txtai | $ npx skills add apache/seatunnel | $ npx skills add elastic/elasticsearch |