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Use when designing RAG, knowledge assistants, document chat, or retrieval systems.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
| name | specification-driven-coding-rag-system |
| description | Use when designing RAG, knowledge assistants, document chat, or retrieval systems. |
Use project-types/07-rag-knowledge-assistant.md and prompts/rag-evaluation.prompt.md.
AGENTS.mddocs/01-manifesto.mddocs/02-methodology.mdproject-types/*.mdDo not proceed if the request is still generic and the agent would have to invent critical decisions.
Use when output risks looking like a generic app-builder app, landing, dashboard, or SaaS.
Use when converting a raw brief or spec into a Vertical Blueprint Contract for an AI app builder or coding agent.
Use when an AI builder receives this repository as guidance for turning incomplete requests into specific products.
Use to score generated prompts, blueprints, code, products and multi-agent systems.
Use when building iOS, Android, Expo, Flutter, SwiftUI, Jetpack Compose, or mobile-first apps.
Use when designing multi-agent orchestration, control towers, agentic operations, or tool-calling systems.