RooseveltAdvisors

just

RooseveltAdvisors3/1/2026

Use `just` to save and run project-specific commands. Use when the user mentions `justfile`, `recipe`, or needs a simple alternative to `make` for task automation.

gcc

RooseveltAdvisors2/20/2026

Agent-driven memory via GCC commands. COMMIT progress, BRANCH explorations, MERGE results, CONTEXT to orient.

chroma-client

RooseveltAdvisors10/25/2025

ChromaDB vector database client for storing and retrieving text embeddings with hybrid search (dense + sparse). Use for RAG operations, contextual retrieval, and similarity search in clinical notes.

rag-retrieval

RooseveltAdvisors10/25/2025

Hybrid search (embedding + BM25) for retrieving relevant clinical note passages. Use for finding source evidence to support claims in summaries and recommendations.

contextual-chunking

RooseveltAdvisors10/25/2025

Contextual Retrieval implementation for RAG - chunks clinical notes with LLM-generated context prepended to each chunk before embedding. Improves citation accuracy by 49% per Anthropic research.

file-cleanup

RooseveltAdvisors10/25/2025

Session-based file cleanup for privacy compliance. Use to delete temporary files, uploaded clinical notes, generated outputs, and expired logs to maintain HIPAA-friendly operations.