autonomous-agent-harness

Automate autonomous agent orchestration with Gemini CLI memory, crons, and dispatch.

86|21|Updated Feb 9, 2026

Search Tags:#automation #dispatch #memory #autonomous #computer-use #gemini-cli #crons

Ready to run

npx skills add https://github.com/Jamkris/everything-gemini-code --skill autonomous-agent-harness-jamkris

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: autonomous-agent-harness
Source: https://github.com/Jamkris/everything-gemini-code/tree/main/skills/autonomous-agent-harness
Command: npx skills add https://github.com/Jamkris/everything-gemini-code --skill autonomous-agent-harness-jamkris

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Enables turning Gemini CLI into a persistent, self-directing agent system that can remember context, run on schedules, and automate workflows using native features and MCP servers.

Core Features & Use Cases

Persistent memory integration with memory and MCP servers for cross-session context
Scheduled operations via Gemini CLI crons to run autonomous tasks
Dispatch / remote agent orchestration for event-driven workflows
Native computer-use capabilities for browser and desktop automation
Task queueing and memory-backed execution for continuous agent loops

Quick Start

Set up the MCP servers, create a base cron, and bootstrap memory so the autonomous agent can start operating.

Frequently Asked Questions about autonomous-agent-harness

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

FAQPage Schema

How do I set up an autonomous agent with Gemini CLI for continuous workflows?▼

To set up an autonomous agent with Gemini CLI, configure MCP servers, establish a base cron for scheduled operations, and bootstrap memory to enable persistent execution loops and event-driven workflows.

Can I run scheduled tasks and remote dispatch using Gemini CLI?▼

Yes, you can run scheduled tasks and remote dispatch using Gemini CLI by leveraging native crons for autonomous operations and dispatch orchestration to trigger event-driven workflows.

How does persistent memory work with an autonomous agent using Gemini CLI?▼

Persistent memory works by integrating MCP servers to store and retrieve cross-session context, enabling the autonomous Gemini CLI agent to remember past reasoning and maintain continuous task loops.

Do I need MCP servers to enable computer-use capabilities in Gemini CLI?▼

Yes, MCP servers are required to enable native computer-use capabilities, providing the tooling necessary for browser and desktop automation within the autonomous Gemini CLI workflow.

What is the best way to automate long-running agent loops without losing context?▼

The best way to automate long-running agent loops is using memory-backed execution with scheduled crons, allowing the agent to queue tasks and maintain persistent context across sessions.

Are there limitations to event-driven workflow orchestration in Gemini CLI?▼

Event-driven workflow orchestration in Gemini CLI relies on native crons and dispatch features, meaning limitations depend on the configured MCP servers and the reliability of the underlying desktop automation environment.