autonomous-dev

Coordinate scanners and an executor to automate development workflows.

11|Updated Dec 18, 2025
One-click install
npx skills add https://github.com/brolag/neural-claude-code --skill autonomous-dev-brolag
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: autonomous-dev
Source: https://github.com/brolag/neural-claude-code/tree/main/skills/autonomous-dev
Command: npx skills add https://github.com/brolag/neural-claude-code --skill autonomous-dev-brolag

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

Autonomous Development System coordinates a scanner-executor workflow to automate coding tasks, reducing manual toil and accelerating project iteration.

Core Features & Use Cases

  • Architecture-driven automation: SCANNERS detect issues, TRIAGE prioritizes them, and EXECUTOR implements fixes.
  • Initial setup and ongoing automation: configure your project, run scanners, triage issues, and perform automated changes while ensuring safety through checks.
  • Real-world use: set up autonomous agents to continuously scan a codebase, prioritize actionable items, and apply fixes or enhancements in a controlled loop.

Quick Start

Run /autodev setup with your project path to initialize config and begin autonomous development.

Frequently Asked Questions about autonomous-dev

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

FAQPage Schema
How do I set up an autonomous coding agent to scan and fix my repository?

To set up an autonomous coding agent, run /autodev setup with your project path to initialize the configuration. This coordinates scanners and an executor to automatically detect, triage, and implement fixes across your codebase.

What is a scanner-executor architecture for automated development?

A scanner-executor architecture automates development workflows by using scanners to detect codebase issues, triaging to prioritize them, and an executor to implement the fixes. This loop reduces manual toil and accelerates project iteration.

Can I use autonomous development workflows to continuously monitor my codebase?

Yes, autonomous development workflows support continuous monitoring. By configuring your project for ongoing automation, scanners continuously detect actionable items, triage priorities, and the executor applies enhancements in a controlled loop.

How does triaging work in an automated development workflow?

In an automated development workflow, triaging works by prioritizing the actionable items detected by scanners. Once prioritized, the executor implements the necessary fixes or enhancements, ensuring safety through configured checks.

Do I need any specific dependencies to run autonomous coding agents?

No specific external dependencies are required to run autonomous coding agents. The system operates using modular components including internal scripts, references, and status monitoring to execute automated changes safely.

What are the limitations of using autonomous agents for software engineering?

While autonomous agents reduce manual toil, their limitations include relying on configured safety checks to prevent erroneous changes. Users must carefully configure scanners and triage rules to ensure the executor applies appropriate fixes.