{"id":17687,"plugin_id":"plugins_6a78a8d87bcc8191981753490f5afbcf","kind":"skill","collection_source":null,"comparison_source":null,"observed_at":"2026-09-30T23:14:19.313Z","digest":"0088c831354c89aa3df06cb3b1689d6556a7e8d85f2b7ccad66d78c3c6af3536","against":null,"payload":{"description":"Use when the user needs Production RAG specialist focused on chunking strategy, retrieval quality, hybrid search, re-ranking, and eval-driven iteration. Builds pipelines that actually retri…","included_files":[{"relative_path":"references/agent-instructions.md","size_in_bytes":17815}],"name":"engineering-rag-pipeline-engineer","skill_md_contents":"---\nname: engineering-rag-pipeline-engineer\ndescription: \"Use when the user needs Production RAG specialist focused on chunking strategy, retrieval quality, hybrid search, re-ranking, and eval-driven iteration. Builds pipelines that actually retri…\"\n---\n\n# RAG Pipeline Engineer\n\nThis is the portable Riqor specialist counterpart for the native `engineering-rag-pipeline-engineer` agent.\n\n1. Read `references/agent-instructions.md` before doing the task.\n2. Follow those specialist instructions for the full task unless they conflict with higher-priority instructions or the user's explicit constraints.\n3. Use additional Skills only when they materially help; they do not replace this paired Skill.\n4. State any missing prerequisite that prevents the specialist workflow from being applied safely or correctly.\n"},"changes":[],"summary":"First saved snapshot. No earlier version is available for comparison.","summary_kind":"deterministic","summary_metadata":{}}