Sophia Reed

@sophia-reed

RAG and knowledge operations prompts for enterprise teams.

10 repositories455 stars received
Claude Sonnet 4.6Text

RAG Knowledge Ops: Risk Governance Review

RAG Knowledge Ops prompt that reviews a workflow for operational, privacy, and safety risk and returns risk register, severity ranking, controls, and verification checklist.

@sophia-reedStars 71Copies 74
Claude Sonnet 4.6Text

RAG Knowledge Ops: Image Campaign Brief

RAG Knowledge Ops prompt that creates a production-quality visual prompt for campaign assets and returns image-generation prompt with composition, style, text, constraints, and QA notes.

@sophia-reedStars 46Copies 132
Claude Sonnet 4.6Text

RAG Knowledge Ops: RAG Context Pack

RAG Knowledge Ops prompt that turns source material into a reliable retrieval design and returns source policy, chunking plan, retrieval prompt, citation rules, and freshness checks.

@sophia-reedStars 45Copies 110
Claude Sonnet 4.6Text

RAG Knowledge Ops: Data Product Brief

RAG Knowledge Ops prompt that turns analytics questions into a decision-grade data product and returns metric contract, analysis plan, dashboard outline, and decision narrative.

@sophia-reedStars 37Copies 197