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
Searx is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.
Strongest overall
Searx
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Searx
Best first install candidate based on install readiness and adoption.
Freshest repo
Llm Paper Daily
Most recent maintenance signal among this shortlist.
| Signal | RankGPT Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award] | Llm Paper Daily Daily updated LLM papers. 每日更新 LLM 相关的论文,欢迎订阅 👏 喜欢的话动动你的小手 🌟 一个 | Searx Privacy-respecting metasearch engine | FlagEmbedding Retrieval and Retrieval-augmented LLMs |
|---|---|---|---|---|
| Quality | 55/100 Promising | 97/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 57/100 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 | 668 stars 0 installs | 1.3K stars 0 installs | 14K stars 0 installs | 12K stars 0 installs |
| Freshness | Mar 10, 2024 | Jun 12, 2026 | May 14, 2026 | Apr 22, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, Reranking, Claude Code, OpenAI Agents | Python, RAG, Claude Code, OpenAI Agents | Python, Search, Claude Code | Python, Embeddings, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet | No major risk signals from current metadata | 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 | 1 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add sunnweiwei/RankGPT | $ npx skills add xianshang33/llm-paper-daily | $ npx skills add searx/searx | $ npx skills add FlagOpen/FlagEmbedding |