honcho

Automate Honcho memory integration for Hermes across profiles and sessions.

Updated Apr 19, 2026
One-click install
npx skills add https://github.com/gqf2008/hermez-ai --skill honcho-gqf2008
Or copy as Structured Prompt for Agent
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.