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
KAG is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.
Strongest overall
KAG
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
KAG
Best first install candidate based on install readiness and adoption.
Freshest repo
KAG
Most recent maintenance signal among this shortlist.
| Signal | CasRel [ACL 2020] A Novel Cascade Binary Tagging Framework for Relational Triple Extraction | Agriculture KnowledgeGraph 农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策 | KAG KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge bases. It can effectively overcome the shortcomings of the traditional RAG vector similarity calculation model. | KBQA BERT 基于知识图谱的问答系统，BERT做命名实体识别和句子相似度，分为online和outline模式 |
|---|---|---|---|---|
| Quality | 55/100 Promising | 77/100 Strong | 100/100 Excellent | 72/100 Strong |
| Decision verdict | 57/100 Needs manual review Do a manual repository review before adding this to an agent workflow. | 79/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 74/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. |
| Adoption | 814 stars 0 installs | 4.4K stars 0 installs | 8.8K stars 0 installs | 1.5K stars 0 installs |
| Freshness | Sep 15, 2020 | Feb 11, 2025 | Jan 28, 2026 | Dec 16, 2021 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, Knowledge Graph, Claude Code | Python, Knowledge Graph, Claude Code | Python, Knowledge Graph, Claude Code | Python, Knowledge Graph, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet | Repository looks stale · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | Repository looks stale · 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 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 require actively maintained dependencies · production agents without a repository 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 weizhepei/CasRel | $ npx skills add qq547276542/Agriculture_KnowledgeGraph | $ npx skills add OpenSPG/KAG | $ npx skills add WenRichard/KBQA-BERT |