skills.rest
ragnarokhaa
ragnarokhaaCOMMUNITY
Explore all skills by this author →
WebsiteGitHub

honcho

Manage cross-session user modeling for conversational agents with Python libraries and Honcho AI services.

4|Updated Apr 19, 2026
Search Tags:#session memory#multi-profile#user modeling#Hermes integration#AI profiling
One-click install
npx skills add https://github.com/ragnarokhaa/hermes --skill honcho-ragnarokhaa
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: honcho
Source: https://github.com/ragnarokhaa/hermes/tree/main/hermes-cerul-tech-news-package/hermes-cerul-tech-news-package/hermes-agent/optional-skills/autonomous-ai-agents/honcho
Command: npx skills add https://github.com/ragnarokhaa/hermes --skill honcho-ragnarokhaa

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires honcho-ai, and includes scripts (resource) components.

What problem does it solve?

Honcho AI provides advanced cross-session user modeling for Hermes, solving the issue of maintaining context across different conversations, enabling personalized agent profiles, and isolating multi-profile sessions effectively.

Core Features & Use Cases

  • User Modeling: Builds user profiles based on conversations and messages to enable a coherent conversation across different sessions.
  • Multi-profile Management: Each Hermes profile gets a dedicated Honcho peer while maintaining a unified user representation.
  • Observation Config: Fine-grained control over what Honcho learns from users and other peers for building comprehensive profiles.
  • Dialectic Reasoning: Leverages advanced memory tools for context injection and reasoning capabilities, enhancing the conversational AI's decision-making.

Quick Start

To configure Honcho with Hermes, use: hermes honcho setup

Frequently Asked Questions about honcho

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

FAQPage Schema
How do I maintain conversational context across different AI sessions?▼

Cross-session context is maintained by building user profiles from past conversations. Honcho integrates with Hermes to store user-centric observations and shared memories, enabling coherent, personalized interactions across multiple sessions.

Can I isolate memory and profiles for multiple users in the same conversational agent?▼

Yes, multi-profile management is supported. Each Hermes profile is assigned a dedicated Honcho peer while maintaining a unified user representation, effectively isolating sessions while building comprehensive individual profiles.

How do I set up cross-session user modeling for Hermes?▼

To set up cross-session user modeling, use the command `hermes honcho setup`. This configures the Honcho AI integration, requiring the `honcho-ai` Python library to implement memory-intensive interaction flows.

What is dialectic reasoning in AI memory tools?▼

Dialectic reasoning leverages advanced memory tools for context injection into conversations. It enhances the conversational AI's decision-making capabilities by utilizing stored user observations and shared memories for deeper reasoning.

Does Hermes user modeling require external Python libraries?▼

Yes, implementing complex memory-intensive interaction flows requires the `honcho-ai` Python library. The Skill depends on these external libraries and Honcho AI services to manage cross-session user modeling effectively.

How can I control what the AI learns from user conversations?▼

Observation configuration provides fine-grained control over what the system learns from users and other peers. This allows you to specify exactly which data builds the comprehensive user profiles.

Related Skills

Explore More Software Engineering Skills→
faramirezsfaramirezs

honcho

Configure Honcho memory for Hermes across sessions and profiles.

Community
Advanced
JuanMS20JuanMS20

honcho

Coordinate cross-session memory using Honcho for Hermes deployments.

Community
Advanced
superfhpsuperfhp

honcho

Configure Honcho memory for Hermes with cross-session user modeling.

Community
Advanced
Tommy-ywTommy-yw
539

honcho

Configures and manages Honcho memory for Hermes sessions.

Community
Advanced