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AnandaAnugrahHandyanto
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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
One-click install
npx skills add https://github.com/AnandaAnugrahHandyanto/savarez_agent --skill honcho-anandaanugrahhandyanto
Or copy as Structured Prompt for Agent▼
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.

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