Back to skills
SKILL.md
Architecture
ASecuritySub-skill of rag-system-builder: Architecture.
- 17 stars
- 0 votes
- 0 copies
- 0 views
- Added September 9, 2026
Security analysis
100/100npx -y skills add vamseeachanta/workspace-hub --skill architecture --agent claude-codeAre you the author of Architecture?
Add the live security badge to your README. It updates with every re-scan.
[](https://www.skillsdirectory.com/skills/vamseeachanta-architecture-4d873d89)---
name: rag-system-builder-architecture
description: 'Sub-skill of rag-system-builder: Architecture.'
version: 1.2.0
category: data
type: reference
scripts_exempt: true
---
# Architecture
## Architecture
```
User Question
|
v
+------------------+
| 1. Embed Query | sentence-transformers
+--------+---------+
v
+------------------+
| 2. Vector Search | Cosine similarity
+--------+---------+
v
+------------------+
| 3. Retrieve Top | Top-K relevant chunks
+--------+---------+
v
+------------------+
| 4. Build Prompt | Context + Question
+--------+---------+
v
+------------------+
| 5. LLM Answer | Claude/OpenAI
+------------------+
```
Attribution
Comments
Loading comments…