honcho

Cross-session memory for Hermes profiles is enabled by running hermes honcho setup, which configures Honcho memory and connects your deployment to cloud or local memory storage for reliable per-profile isolation.

Cross-session user modeling persists context and observations across multiple Hermes sessions. You need it when maintaining per-directory or per-repo session continuity and isolated dialectic behavior across tasks is required.

Yes, Honcho memory supports per-directory and per-repo session mapping within Hermes, allowing you to isolate observations, recall, and dialectic behavior for each distinct project environment.

Recall modes and context budgets are tuned using Honcho tools like honcho_search, honcho_context, and honcho_reasoning, which expose observability controls and enforce session summary limits within Hermes.

Yes, the honcho-ai package is a required prerequisite. You must install honcho-ai and complete the Honcho integration before configuring cross-session user modeling and memory tools within Hermes.

Honcho memory relies on context budget enforcement and session summaries to manage scale. Complex multi-profile deployments require careful tuning of observation and recall controls to avoid exceeding configured memory limits.