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.
Decision summary
Insights Lm Public is the strongest overall pick here because it has a 69/100 readiness score and fits RAG and knowledge.
Strongest overall
Insights Lm Public
Prototype with this skill first; keep a fallback candidate ready.
Fastest prototype
Insights Lm Public
Best first install candidate based on install readiness and adoption.
Freshest repo
Insights Lm Public
Most recent maintenance signal among this shortlist.
| Signal | Insights Lm Public Open-source, self-hosted alternative to NotebookLM. Chat with your documents, generate audio summaries, and ground AI in your own sources—built with Supabase and N8N on a React frontend. |
|---|---|
| Quality | 67/100 Promising |
| Decision verdict | 69/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. |
| Adoption | 545 stars Verified outcomes are shown on each skill page |
| Freshness | Jan 16, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | TypeScript, RAG, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet |
| Best for | RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add theaiautomators/insights-lm-public |