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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.

SignalTop2Vec

Top2Vec learns jointly embedded topic, document and word vectors.

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.

Txtai

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

UForm

Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️

Quality
75/100
Strong
100/100
Excellent
100/100
Excellent
84/100
Strong
Decision verdict
77/100
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.

100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

86/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Adoption3.1K stars
0 installs
18K stars
0 installs
13K stars
0 installs
1.2K stars
0 installs
FreshnessNov 14, 2024Jun 18, 2026Jun 18, 2026Oct 30, 2025
Use-case fit
RAG and knowledgeCoding agentsBrowser automation
RAG and knowledgeBrowser automationResearch agents
RAG and knowledgeCoding agentsBrowser automation
RAG and knowledgeMultimodal mediaCoding agents
Stack fit
RAG knowledge baseCoding review agent
RAG knowledge baseResearch report agent
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
Platform hintsPython, Semantic Search, Claude CodePython, Semantic Search, Claude Code, OpenAI AgentsPython, Semantic Search, Claude CodePython, Semantic Search, Claude Code, OpenAI Agents
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo major risk signals from current metadataNo major risk signals from current metadataNo 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 ddangelov/Top2Vec
$ npx skills add arc53/DocsGPT
$ npx skills add neuml/txtai
$ npx skills add unum-cloud/UForm