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honcho

Configure Honcho memory for cross-session user modeling across profiles.

Updated Jun 17, 2026
Search Tags:#recall#memory#profiles#cross-session#dialectic#honcho
One-click install
npx skills add https://github.com/anilcan-kara/nozich-agent --skill honcho-anilcan-kara
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: honcho
Source: https://github.com/anilcan-kara/nozich-agent/tree/main/optional-skills/autonomous-ai-agents/honcho
Command: npx skills add https://github.com/anilcan-kara/nozich-agent --skill honcho-anilcan-kara

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Honcho memory enables cross-session user modeling across multiple profiles with per-profile AI peers, providing persistent identity, memory recall, and configurable observations to improve agent performance over time.

Core Features & Use Cases

  • Cross-session user modeling with per-profile AI peers and a shared workspace.
  • Configurable observation toggles, recall modes, and dialectic controls to tune memory behavior across cloud or self-hosted deployments.
  • Profile management and memory tuning guidance for setup, troubleshooting, and optimization.

Quick Start

Configure Honcho memory for your current profile to enable cross-session user modeling and tailored memory controls.

Frequently Asked Questions about honcho

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

FAQPage Schema
How do I enable cross-session memory for user modeling across multiple profiles?▼

Cross-session memory for user modeling is enabled by configuring Honcho memory, which establishes per-profile AI peers and a shared workspace to persist identity and recall across sessions.

What does a dialectic setting control in cross-session memory configurations?▼

Dialectic settings control how memory is interacted with and recalled, allowing you to tune the reasoning and conversational behavior of per-profile AI peers over time.

Can I use Honcho memory with both cloud and local self-hosted deployments?▼

Yes, Honcho memory supports configuration and tuning across both cloud and local self-hosted deployments, enabling persistent cross-session recall regardless of your environment.

How do I configure observation toggles and recall modes for persistent agent memory?▼

Observation toggles and recall modes are configured during memory setup, allowing you to manage what user data is tracked and how it is retrieved for per-profile AI peers.

What is the best way to troubleshoot cross-session memory when user recall is not working?▼

Troubleshooting cross-session memory involves checking your Honcho memory configuration for profile management, verifying observation toggles, and ensuring correct dialectic settings are applied.

Do I need a specific directory structure to set up Honcho memory?▼

Setup requires a SKILL.md frontmatter with name and description at the root, and may include optional scripts, references, or assets directories to extend memory functionality.

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