Star200+

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

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.

SignalGPT Vup

GPT-vup BIliBili | 抖音 | AI | 虚拟主播

FlagEmbedding

Retrieval and Retrieval-augmented LLMs

Searx

Privacy-respecting metasearch engine

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.

Quality
66/100
Promising
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
68/100
Prototype first

Prototype with this skill first; keep a fallback candidate ready.

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.

Adoption1.3K stars
0 installs
12K stars
0 installs
14K stars
0 installs
18K stars
0 installs
FreshnessOct 13, 2023Apr 22, 2026May 14, 2026Jul 16, 2026
Use-case fit
RAG and knowledgeCoding agentsWorkflow automation
RAG and knowledgeCoding agentsBrowser automation
RAG and knowledgeCoding agentsWorkflow automation
RAG and knowledgeBrowser automationResearch agents
Workflow fit
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
RAG knowledge baseResearch report agent
Platform hintsPython, Embeddings, Claude Code, OpenAI AgentsPython, Embeddings, Claude CodePython, Search, Claude CodePython, Semantic Search, Claude Code, OpenAI Agents
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
OpenAgentSkill engagement0 views
0 install copies
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0 install copies
Install
$ npx skills add jiran214/GPT-vup
$ npx skills add FlagOpen/FlagEmbedding
$ npx skills add searx/searx
$ npx skills add arc53/DocsGPT