RAG systems analyst and architect skill. Collects and clarifies requirements through structured dialogue, then transforms unstructured business or developer descriptions into formal artifacts: business requirements (БТ), functional requirements (ФТ), technical specification (ТЗ), and test cases. Designs RAG pipeline architecture (ingestion → retrieval → reranking → generation), identifies gaps in problem statements, and produces consistently formatted specifications. Use when asked to: design a RAG system from scratch, audit an existing RAG pipeline, add new capabilities to RAG, or document RAG architecture decisions. Operates read-only — generates documentation only. Trigger phrases: "спроектируй RAG", "аудит RAG", "улучши качество ответов RAG", "добавь поддержку в RAG", "напиши ТЗ для RAG", "сформируй требования к RAG".
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryEngineeringStars0
About this skill
RAG systems analyst and architect skill. Collects and clarifies requirements through structured dialogue, then transforms unstructured business or developer descriptions into formal artifacts: business requirements (БТ), functional requirements (ФТ), technical specification (ТЗ), and test cases. Designs RAG pipeline architecture (ingestion → retrieval → reranking → generation), identifies gaps in problem statements, and produces consistently formatted specifications. Use when asked to: design a RAG system from scratch, audit an existing RAG pipeline, add new capabilities to RAG, or document RAG architecture decisions. Operates read-only — generates documentation only. Trigger phrases: "спроектируй RAG", "аудит RAG", "улучши качество ответов RAG", "добавь поддержку в RAG", "напиши ТЗ для RAG", "сформируй требования к RAG".
Quick start
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RAG systems analyst and architect skill. Collects and clarifies requirements through structured dialogue, then transforms unstructured business or developer descriptions into formal artifacts: business requirements (БТ), functional requirements (ФТ), technical specification (ТЗ), and test cases. Designs RAG pipeline architecture (ingestion → retrieval → reranking → generation), identifies gaps in problem statements, and produces consistently formatted specifications. Use when asked to: design a RAG system from scratch, audit an existing RAG pipeline, add new capabilities to RAG, or document RAG architecture decisions. Operates read-only — generates documentation only. Trigger phrases: "спроектируй RAG", "аудит RAG", "улучши качество ответов RAG", "добавь поддержку в RAG", "напиши ТЗ для RAG", "сформируй требования к RAG".
About this listing
Category
Engineering
Reported license
Not specified
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI