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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

Examples is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.

Strongest overall

Examples

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

Fastest prototype

Examples

Best first install candidate based on install readiness and adoption.

Freshest repo

Examples

Most recent maintenance signal among this shortlist.

SignalSemantra

Multi-tool for semantic search

Examples

Jupyter Notebooks to help you get hands-on with Pinecone vector databases

Lotus

Optimized LLM-Powered Data Processing: up to 1000x speedups with fast, accurate query processing, that's as simple as writing Pandas code

Swiss Army Llama

A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for various file types through textract.

Quality
75/100
Strong
100/100
Excellent
100/100
Excellent
66/100
Promising
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.

68/100
Prototype first

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

Adoption2.7K stars
0 installs
3.0K stars
0 installs
1.6K stars
0 installs
1.1K stars
0 installs
FreshnessAug 27, 2024Jun 18, 2026Jun 13, 2026Feb 27, 2025
Use-case fit
RAG and knowledgeCoding agentsWorkflow automation
RAG and knowledgeCoding agentsWorkflow automation
RAG and knowledgeCoding agentsWorkflow automation
RAG and knowledgeWorkflow automationCoding agents
Stack fit
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
RAG knowledge baseCoding review agent
RAG knowledge baseContent growth agent
Platform hintsPython, Semantic Search, Claude CodeJupyter Notebook, Semantic Search, Claude CodePython, Semantic Search, Claude CodePython, Semantic Search, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetRepository looks stale · No 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 require actively maintained dependencies · production agents without a repository review
OpenAgentSkill engagement0 views
0 install copies
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Install
$ npx skills add freedmand/semantra
$ npx skills add pinecone-io/examples
$ npx skills add lotus-data/lotus
$ npx skills add Dicklesworthstone/swiss_army_llama