{"slug":"mohitagw15856-rag-design-doc","source_name":"mohitagw15856/rag-design-doc","name":"Mohitagw15856/RAG Design Doc","description":"Design a Retrieval-Augmented Generation system end to end. Use when asked to design a RAG pipeline, a 'chat with your docs' feature, a knowledge assistant, or to debug why a RAG system gives wrong/ungrounded answers. Produces a RAG design doc — ingestion & chunking, embeddings & index, retrieval & reranking, the generation prompt, grounding/citations, evaluation, and failure modes with mitigations.","version":1,"lift":{"pass_rate_delta_pts":40,"pass_rate_pct":64,"total_cases":25,"passed_cases":16,"tokens_delta_pct":20.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-31T15:13:50.572749+00:00"},"skill_score":0.64,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":40,"with_pass_pct":64,"without_pass_pct":24,"tokens_delta_pct":20.3,"turns_delta_pct":0,"total_cases":25,"cases_aggregated":25,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-31T15:13:50.572749+00:00","run_id":"2dec6cab-2291-49a3-9cdf-63c6cc04dd6d","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"1dfb76f30135c162ab9dafc7f5086ec52878eb83dcaf9365f85e8c03a409f42c","raw_url":"https://app.decimal.ai/s/mohitagw15856-rag-design-doc/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/mohitagw15856-rag-design-doc"}