Star0

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.

Add more skills

Decision summary

Autogen is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.

Strongest overall

Autogen

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

Fastest prototype

Autogen

Best first install candidate based on install readiness and adoption.

Freshest repo

Langgraph

Most recent maintenance signal among this shortlist.

SignalSecGPT

An Execution Isolation Architecture for LLM-Based Agentic Systems

Mem0

Universal memory layer for AI Agents

Langgraph

Build resilient agents.

Autogen

A programming framework for agentic AI

Quality
42/100
Needs review
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
32/100
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.

Adoption116 stars
0 installs
58K stars
0 installs
35K stars
0 installs
59K stars
0 installs
FreshnessJan 31, 2025Jun 12, 2026Jun 21, 2026Apr 15, 2026
Use-case fit
Coding agentsRAG and knowledgeBrowser automation
Coding agentsSports analyticsGitHub automation
Coding agentsBrowser automationSports analytics
Coding agentsSports analyticsGitHub automation
Stack fit
Content growth agentCoding review agent
Coding review agentContent growth agent
Coding review agentBrowser QA agent
Coding review agentContent growth agent
Platform hintsPython, LLM, Claude Code, OpenAI Agents, LangChainPython, AI Agents, Claude Code, OpenAI AgentsPython, AI Agents, Claude Code, OpenAI Agents, LangChainPython, LLM, Claude Code, OpenAI Agents
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo major risk signals from current metadataNo major risk signals from current metadataNo major risk signals from current metadata
Best forCoding agents workflows · Claude Code teams · builders willing to evaluate younger projectsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents 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
3 views
0 install copies
2 views
1 install copies
7 views
0 install copies
Install
$ npx skills add llm-platform-security/SecGPT
$ npx skills add mem0ai/mem0
$ npx skills add langchain-ai/langgraph
$ npx skills add microsoft/autogen