# RAG System Builder Execution Checklist

> Sub-skill of rag-system-builder: Execution Checklist.

- Skill: `vamseeachanta/rag-system-builder-execution-checklist` (Agent Skill)
- Install (CLI): `npx skillmds@latest add vamseeachanta/rag-system-builder-execution-checklist`
- Raw SKILL.md: https://api.skillmd.com/api/skills/vamseeachanta/rag-system-builder-execution-checklist/raw
- Safety review: PASS (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: vamseeachanta (https://skillmd.com/u/vamseeachanta)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/vamseeachanta/rag-system-builder-execution-checklist

---


# Execution Checklist

## Execution Checklist


- [ ] Set up knowledge base with text extraction
- [ ] Generate vector embeddings for all chunks
- [ ] Configure API keys (ANTHROPIC_API_KEY or OPENAI_API_KEY)
- [ ] Test semantic search independently
- [ ] Build and test RAG pipeline end-to-end
- [ ] Tune top_k parameter for answer quality
- [ ] Add source attribution to responses
- [ ] Implement error handling for API failures