ContextCaddy: Time‑Weighted LLM Conversation Manager

Users report that LLMs treat week‑old and minute‑old messages with equal weight, producing stale or irrelevant replies. ContextCaddy applies a decay‑based weighting and dynamic summarization to prioritize recent context, ensuring LLMs focus on the most relevant parts of a conversation thread.