OpenAgentSkill Registry Manifest
Skill: LEANN
Slug: startrail-org-leann
Category: data
Description: [MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.

Agent fit:
- Decision: 100/100 Production-ready
- Primary fit: RAG and knowledge
- Role: Primary pick

Supply profile:
- Track: Data, BI, and analytics
- Scenario: RAG and knowledge
- Applicable agents: Claude Code, OpenAI Agents, LangChain, CLI, Codex
- Maintenance: 2mo since push
- Risk: Safe to try

Trust:
- Trust score: 92/100 Production candidate
- Audit: 93/100 Safe to try

Attribution:
- Status: Community indexed
- Source: GitHub star discovery
- Creator: StarTrail-org
- Claim URL: https://www.openagentskill.com/skills/startrail-org-leann#claim-this-skill

Install:
npx skills add StarTrail-org/LEANN

URLs:
- Web: https://www.openagentskill.com/skills/startrail-org-leann
- API: https://www.openagentskill.com/api/agent/skills/startrail-org-leann
- Install API: https://www.openagentskill.com/api/skills/startrail-org-leann/install
- Repository: https://github.com/StarTrail-org/LEANN