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.

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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.

SignalRankGPT

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.

Adoption668 stars
0 installs
1.3K stars
0 installs
14K stars
0 installs
12K stars
0 installs
FreshnessMar 10, 2024Jun 12, 2026May 14, 2026Apr 22, 2026
Use-case fit
Stack fit
Platform hintsPython, Reranking, Claude Code, OpenAI AgentsPython, RAG, Claude Code, OpenAI AgentsPython, Search, Claude CodePython, Embeddings, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo major risk signals from current metadataNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that require actively maintained dependencies · production agents without a repository reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
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Install
$ npx skills add sunnweiwei/RankGPT
$ npx skills add xianshang33/llm-paper-daily
$ npx skills add searx/searx
$ npx skills add FlagOpen/FlagEmbedding