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.

Add more skills

Decision summary

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

Strongest overall

Pytorch Lightning

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

Fastest prototype

Pytorch Lightning

Best first install candidate based on install readiness and adoption.

Freshest repo

Resume Matcher

Most recent maintenance signal among this shortlist.

SignalRebiber

A simple tool to update bib entries with their official information (e.g., DBLP or the ACL anthology).

Nltk

NLTK Source

Resume Matcher

Improve your resumes with Resume Matcher. Get insights, keyword suggestions and tune your resumes to job descriptions.

Pytorch Lightning

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

Quality
75/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
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.

100/100
Production-ready

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

Adoption3.0K stars
Verified outcomes are shown on each skill page
15K stars
Verified outcomes are shown on each skill page
27K stars
Verified outcomes are shown on each skill page
31K stars
Verified outcomes are shown on each skill page
FreshnessJul 9, 2025Jun 11, 2026Jun 14, 2026Jun 10, 2026
Use-case fit
RAG and knowledgeGitHub automationCoding agents
Coding agentsRAG and knowledgeWorkflow automation
Sports analyticsCoding agentsRAG and knowledge
Coding agentsGitHub automationRAG and knowledge
Workflow fit
RAG knowledge baseContent growth agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Coding review agentContent growth agent
Platform hintsPython, Machine Learning, Claude CodePython, Machine Learning, Claude CodeTypeScript, Machine Learning, Claude CodePython, Machine Learning, Claude Code
WarningsRepository looks staleNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsSports analytics 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 engagement1 views
0 install copies
0 views
0 install copies
0 views
0 install copies
0 views
0 install copies
Install
$ npx skills add yuchenlin/rebiber
$ npx skills add nltk/nltk
$ npx skills add srbhr/Resume-Matcher
$ npx skills add Lightning-AI/pytorch-lightning