MkRafa/agentic-rag-coverage-determination
Skill Claude CodeCodex
The required output shape for a coverage determination. Every claim carries a clauseid and a verbatim quote so the Verifier can mechanically check it.
Agentic RAG over payer medical-policy documents. Deterministic harness, MCP retrieval boundary, every citation verified against the corpus, two-layer evals with a committed baseline.
MkRafa/agentic-rag-coverage-determination
Skill Claude CodeCodex
The required output shape for a coverage determination. Every claim carries a clauseid and a verbatim quote so the Verifier can mechanically check it.
MkRafa/agentic-rag-coverage-determination
Skill Claude CodeCodex
How to read AND/OR/UNLESS structures in policy criteria, and the precedence order between plan riders, base policy, and provider FAQs.
MkRafa/agentic-rag-coverage-determination
Skill Claude CodeCodex
Deterministic pre-retrieval rules. Low-confidence extractions and unredacted PHI never enter the agentic loop.
MkRafa/agentic-rag-coverage-determination
Skill Claude CodeCodex
Glossary of the entities in this domain — payer, plan, rider, medical policy bulletin, provider FAQ, clause — and how they relate.
MkRafa/agentic-rag-coverage-determination
Skill Claude CodeCodex
When "the corpus does not answer this" is the correct output, and how to name the specific gap so a human reviewer can act on it.