honcho

Automate Honcho memory integration for Hermes across profiles and sessions.

Updated Apr 19, 2026

Search Tags:#recall #memory #context-injection #Hermes #dialectic #honcho #multi-profile

Ready to run

npx skills add https://github.com/gqf2008/hermez-ai --skill honcho-gqf2008

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: honcho
Source: https://github.com/gqf2008/hermez-ai/tree/main/skills/autonomous-ai-agents/honcho
Command: npx skills add https://github.com/gqf2008/hermez-ai --skill honcho-gqf2008

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Honcho memory helps Hermes keep a persistent user model across sessions, giving each profile its own AI peer while preserving a shared workspace, reducing memory fragmentation and improving recall consistency.

Core Features & Use Cases

Cross-session user modeling with per-profile AI peers
Per-directory/session/workspace memory scoping, observation toggles, and recall modes
Tuning dialectic depth, context budgets, and session summaries for efficient memory usage

Quick Start

Enable Honcho for your profile and run a quick status check to confirm cross-session memory syncing.

Frequently Asked Questions about honcho

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How does cross-session memory work for AI profiles?▼

You can enable Honcho for your specific profile and run a quick status check to confirm that cross-session memory syncing is active and functioning correctly.

Can I scope memory to specific directories or workspaces?▼

Yes, you can apply per-directory, session, and workspace memory scoping, alongside observation toggles and specific recall modes, to control context injection precisely.

What is the best way to optimize context budget for AI memory recall?▼

The best way to optimize context budget is by tuning dialectic depth, context budgets, and session summaries, which ensures efficient memory usage and context-budgeted recall.

Do I need a specific configuration file to manage multi-profile AI peers?▼

Yes, you need the honcho-ai package, a properly configured honcho.json file, and correct permissions to enable memory per-profile sessions for your AI peers.

Does Honcho memory support self-hosted deployments?▼

Honcho memory supports both cloud and self-hosted deployments, allowing you to automate and manage memory integration across profiles and sessions in your preferred environment.