{"slug":"mohitagw15856-rag-architecture-review","source_name":"mohitagw15856/rag-architecture-review","name":"Mohitagw15856/RAG Architecture Review","description":"Review an existing Retrieval-Augmented Generation system and find why it underperforms. Use when asked to review or audit a RAG pipeline, diagnose wrong/ungrounded answers from a 'chat with your docs' feature, or improve an already-built knowledge assistant. Produces a staged review — ingestion, chunking, retrieval, reranking, generation, evaluation — with prioritised findings, root causes, and concrete fixes.","version":1,"lift":{"pass_rate_delta_pts":21.74,"pass_rate_pct":95.7,"total_cases":23,"passed_cases":22,"tokens_delta_pct":25.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-31T14:53:49.654626+00:00"},"skill_score":0.9565,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":21.74,"with_pass_pct":95.7,"without_pass_pct":73.9,"tokens_delta_pct":25.8,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-31T14:53:49.654626+00:00","run_id":"2d533b23-9c10-4707-b92f-9e7913fa5c2c","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":"e0d2978e6b384c6b14e2ae0a16a3993e7ef0d1f61a075a19b99e41470a8b5ea9","raw_url":"https://app.decimal.ai/s/mohitagw15856-rag-architecture-review/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/mohitagw15856-rag-architecture-review"}