title: Hermes Agent Knowledge Repository — Production Autonomous Agent Reference description: Complete production reference for autonomous Hermes agents: 6-layer architecture, 133+ skills, 38 crons, 6 memory systems, and 37+ MCP business connectors. Real deployment on DGX Spark + Mac Mini M4. category: Documentation tags: - hermes-agent - autonomous-agents - production-reference - knowledge-repository - ai-infrastructure last_updated: 2026-06-16
Hermes Agent Knowledge Repository¶
Everything you need to build and operate autonomous agents. Production-tested on a dual-machine deployment (DGX Spark + Mac Mini M4) running 24 agents across 34 cron jobs.
Built on Hermes Agent by Nous Research. Hermes Agent is the open source autonomous agent framework — persistent memory, self-improving skills, multi-platform gateway, provider-agnostic. This knowledge repository documents our production deployment, skills, and patterns. Star the official repo →
Contents¶
1. Architecture¶
Six-layer autonomous agent architecture: orchestration, knowledge, skills, infrastructure, content ops, governance.
2. Setup¶
Linux setup (DGX Spark), macOS setup (Mac Mini M4), API configuration, provider setup, environment variables.
3. Orchestration¶
How agents are structured, coordinated, and improved.
| Framework | What It Does | Doc |
|---|---|---|
| Hermes Agent | Execution kernel — tool loop, skills, sessions | Read → |
| CrewAI | Multi-agent coordination, delegation, parallel work | Read → |
| LangGraph | Stateful workflows, checkpoints, conditional routing | Read → |
| Reflexion | Self-improving loops, evaluation, reflection | Read → |
4. Knowledge Architecture¶
Persistent Memory Systems — GBrain, GraphRAG, Dream Cycle, Honcho
5. Skills¶
Skills Catalog — 133+ skills, single source of truth
| Page | Content |
|---|---|
| Catalog | Every skill: 89 native + 217 marketplace, categorized |
| Marketplace | 85 curated skills from skills.sh with install counts |
| Marketing | 45 SEO, CRO, ads, content, growth skills |
| Development | GitHub, code review, issues, CI/CD skills |
| Operations | Email, cron, audit, lead capture, video skills |
6. MCP Integration¶
MCP Overview — Model Context Protocol for connecting agents to data
| Page | Content |
|---|---|
| MCP Overview | Protocol architecture, server types, tool discovery |
| Connector Catalog | All 37+ CorpusIQ connectors across 11 categories |
| Server Guides | GA4, Stripe, Shopify, QuickBooks, HubSpot, and more |
7. Infrastructure¶
Dual-machine deployment hardware and services.
| Page | Content |
|---|---|
| Infrastructure Overview | Architecture and machine roles |
| DGX Spark | NVIDIA DGX, 21 cron jobs, GPU compute |
| Mac Mini M4 | macOS worker, 4 cron jobs, Playwright |
| Browser Automation | Playwright, stealth, cookie management |
| Authentication | OAuth lifecycle, headless refresh |
| Model Routing | Multi-model strategy, ~65% cost savings |
8. Governance¶
Rules, monitoring, and safety for autonomous agents.
| Page | Content |
|---|---|
| Governance Overview | Seven rules, session management |
| System Registry | Configuration registry, service inventory |
| Email Operations | Dual-account, send checklist, response standards |
| Cron Scheduling | Job management, chain jobs, delivery channels |
| System Monitoring | Health checks, drift detection, alerting |
9. Content Operations¶
Autonomous content creation and publishing.
| Page | Content |
|---|---|
| Content Ops Overview | Content pipeline architecture |
| Video Production | HeyGen video, UGC series, TikTok/Instagram |
| Social Automation | X, Reddit, Discord, LinkedIn, Postiz |
| Community Engagement | Help-first strategy, comment engines |
10. Case Studies & Examples¶
Real-world patterns across industries and company sizes.
| Page | Content |
|---|---|
| Outputs Overview | Community-wide examples hub |
| Workflow Templates | 12 ready-to-deploy cron templates |
By Industry: | Compliance & Audit | Healthcare | Financial Services | | Manufacturing | Real Estate | Professional Services | | Customer Support | Revenue Operations |
By Company Size: | Startups | Mid-Market | Enterprise |
11. Agent Library¶
Role-specific agent configurations ready to deploy.
| Sales Agent | Marketing | DevOps | | Support | Finance | HR | | Research | Legal | Executive |
12. Prompt Collections¶
Effective prompts for common Hermes tasks.
| Code Generation | Content Creation | Data Analysis | | Business Ops | Research | Creative |
13. Automation Blueprints¶
End-to-end workflow patterns with full cron schedules.
| Daily Operations | Customer Lifecycle | Content Pipeline | | Financial Close | Incident Response |
14. Integration Examples¶
Connecting Hermes to your existing stack.
| Slack + GitHub | Email + Calendar | | CRM + Analytics | Database + Reporting |
15. Best Practices¶
Operational wisdom from production deployments.
| Cron Design | Model Selection | Memory | | Security | Skill Dev | MCP Design |
16. Tools & Software Index¶
Complete Tool Reference — 233+ tools across 20 categories. All linked to repos/docs.
12. Troubleshooting¶
Common Issues & Fixes — Browser, OAuth, cron, model routing, Playwright, SSH.
13. Ecosystem¶
Hermes Ecosystem — Tools, libraries, research, dashboards, and community resources. Everything that extends Hermes.
14. Changelog¶
Version History — What changed and when.
Quick Reference¶
| What | Where |
|---|---|
| How do agents execute tasks? | Hermes Agent |
| How does persistent memory work? | Knowledge Architecture |
| What skills can agents use? | Skills Catalog |
| What tools and software does this use? | Tools & Software Index |
| How do agents connect to SaaS tools? | MCP Integration |
| What hardware runs this? | Infrastructure |
| How is safety enforced? | Governance |
| How do agents create content? | Content Ops |
| Where is the architecture documented? | Architecture |
| How do I fix common problems? | Troubleshooting |
| What growth outputs do agents produce? | Growth Outputs |
Repo Stats¶
| Metric | Value |
|---|---|
| Pages | 37 |
| Total lines | 3,800+ |
| Categories | 14 |
| Tools indexed | 140+ |
| Skills cataloged | 142 |
| MCP connectors | 37+ |
| Active crons | 24 |
| Machines | 2 (DGX + Mac Mini) |
FAQ¶
What is the Hermes Agent Knowledge Repository?¶
The Hermes Agent Knowledge Repository is the most comprehensive production reference for autonomous Hermes agents. It documents a real 24/7 deployment running on DGX Spark + Mac Mini M4 with 38 crons, 133+ skills, 6 memory systems, and 37+ MCP connectors — everything the official docs don't cover.
How do I get started with Hermes Agent?¶
Begin with the Quick Start Guide for installation and configuration, then explore the Architecture section to understand the 6-layer production model. Deploy your first agent from the Agent Library and browse the Cron Scheduling Guide for automation patterns.
What hardware do I need to run Hermes Agent?¶
The documented production deployment runs on NVIDIA DGX Spark (primary compute, inference, 96+ skills) and Apple Mac Mini M4 (worker node, browser automation). For lighter setups, a single machine with 16GB+ RAM and a modern GPU or cloud API access is sufficient. See the Infrastructure guide for full hardware specs.
How does Hermes Agent handle memory and knowledge?¶
Hermes uses a 6-system memory stack: Honcho (peer memory), GBrain (organizational knowledge), memcore-cloud (cross-session context), GraphRAG (relationship memory), Dream Cycle (nightly consolidation), and Session DB (conversation history). The Knowledge Architecture guide covers the triple-stack pattern in depth.
What tools and platforms does Hermes integrate with?¶
Through CorpusIQ MCP connectors, Hermes connects to 37+ business platforms including CRM (HubSpot, Close), analytics (GA4, PostHog), email (Gmail, Outlook), ads (Meta, Google, LinkedIn), ecommerce (Shopify, Stripe), finance (QuickBooks), SEO (Ahrefs, Semrush), and more — all through a single OAuth flow.
Related Pages¶
- Hermes Knowledge Hub — Production Deployment
- Architecture — 6-Layer Production Model
- Agent Library — 9 Role Configurations
- Ecosystem Directory — 234+ Community Resources
- Cron Scheduling — 38 Production Crons
- CorpusIQ MCP Connectors — 37+ Business Tools
- Best Practices — Production Operations
Powered by CorpusIQ — agents that compound