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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 1 skill

Use this as a shortlist, then open the skill detail page before adopting.

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Decision summary

LRW1000 CAS VSR W1k is the strongest overall pick here because it has a 62/100 readiness score and fits RAG and knowledge.

Strongest overall

LRW1000 CAS VSR W1k

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

Fastest prototype

LRW1000 CAS VSR W1k

Best first install candidate based on install readiness and adoption.

Freshest repo

LRW1000 CAS VSR W1k

Most recent maintenance signal among this shortlist.

SignalLRW1000 CAS VSR W1k

DenseNet3D Model In "LRW-1000: A Naturally-Distributed Large-Scale Benchmark for Lip Reading in the Wild", https://arxiv.org/abs/1810.06990

Quality
63/100
Promising
Decision verdict
62/100
Prototype first

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

Adoption123 stars
0 installs
FreshnessMar 13, 2026
Use-case fit
RAG and knowledgeCoding agentsResearch agents
Stack fit
RAG knowledge baseContent growth agent
Platform hintsPython, Research, Claude Code
WarningsNo OpenAgentSkill engagement data yet
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PrivacyBuilt for agent-native discovery
Best forRAG and knowledge workflows · Claude Code teams · builders willing to evaluate younger projects
Not ideal forteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement0 views
0 install copies
Install
$ npx skills add VIPL-Audio-Visual-Speech-Understanding/LRW1000--CAS-VSR-W1k