honcho

Configure cross-session memory for Savarez profiles with per-profile AI peers.

Updated Jun 19, 2026

Search Tags:#recall #memory #profiling #cross-session #memory-management #dialectic #honcho

Ready to run

npx skills add https://github.com/AnandaAnugrahHandyanto/savarez_agent --skill honcho-anandaanugrahhandyanto

💬 Prompt for ChatGPT / Claude Chat▼

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

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Honcho enables AI-native cross-session memory with per-profile AI peers sharing a unified user representation, improving continuity and privacy across Savarez sessions.

Core Features & Use Cases

Cross-session memory and user modeling across profiles
Multi-profile Honcho peers with a shared workspace
Tunable observation, recall, and dialectic settings
Session summaries and persistent memory nudges

Quick Start

Initialize Honcho for your Savarez profile by running the memory setup wizard.

Frequently Asked Questions about honcho

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

FAQPage Schema

How do I set up cross-session memory for AI profiles?▼

Cross-session memory is configured by initializing Honcho for your Savarez profile using the memory setup wizard, enabling per-profile AI peers with a unified user representation.

What is cross-session memory and how does it improve AI continuity?▼

Cross-session memory enables AI-native persistent context with per-profile peers sharing a unified user representation, improving continuity and privacy across Savarez sessions without requiring repeated inputs.

Can I manage multiple Honcho peers within a shared workspace?▼

Yes, you can manage multiple Honcho peers with a shared workspace, configuring profile-level customization for observation, recall, and dialectic settings across different Savarez profiles.

What recall modes are available for tuning persistent memory?▼

Available recall modes for tuning persistent memory include per-directory, per-repo, and per-session modes, allowing granular control over how context is retrieved across different working environments.

How do I troubleshoot memory issues when using Honcho peers?▼

To troubleshoot memory issues with Honcho peers, use the provided Honcho toolset including honcho_search, honcho_context, and honcho_reasoning to inspect and resolve recall and observation configuration problems.

Do I need any external dependencies to enable cross-session memory?▼

No external dependencies are required to enable cross-session memory; the Skill operates independently to configure Honcho peers, dialectic settings, and profile-level customization directly within Savarez.