OpenAgentSkill Registry Manifest
Skill: RAG From Scratch
Slug: pguso-rag-from-scratch
Category: rag-knowledge
Description: Demystify RAG by building it from scratch. Local LLMs, no black boxes - real understanding of embeddings, vector search, retrieval, and context-augmented generation.

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

Supply profile:
- Track: Research and knowledge work
- Scenario: RAG and knowledge
- Applicable agents: Claude Code, CLI, Codex, Cursor, JavaScript
- Maintenance: 5mo since push
- Risk: Safe to try

Trust:
- Trust score: 88/100 Production candidate
- Audit: 88/100 Safe to try

Attribution:
- Status: Community indexed
- Source: GitHub star discovery
- Creator: pguso
- Claim URL: https://www.openagentskill.com/skills/pguso-rag-from-scratch#claim-this-skill

Install:
npx skills add pguso/rag-from-scratch

URLs:
- Web: https://www.openagentskill.com/skills/pguso-rag-from-scratch
- API: https://www.openagentskill.com/api/agent/skills/pguso-rag-from-scratch
- Install API: https://www.openagentskill.com/api/skills/pguso-rag-from-scratch/install
- Repository: https://github.com/pguso/rag-from-scratch