autopilot

Automate complex workflows through an autonomous loop with planning, review, and QA phases.

Updated May 25, 2026
One-click install
npx skills add https://github.com/BetaS/swm-gis-workshop --skill autopilot-betas
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: autopilot
Source: https://github.com/BetaS/swm-gis-workshop/tree/main/.codex/skills/autopilot
Command: npx skills add https://github.com/BetaS/swm-gis-workshop --skill autopilot-betas

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires $deep-interview, $ralplan, $ultragoal, $code-review, $ultraqa, and includes scripts (resource) and references (resource) components.

What problem does it solve?

Autopilot simplifies the management of complex workflows by providing a strict delivery loop, automating and managing the workflow from idea to reviewed and QA-checked code.

Core Features & Use Cases

  • Autonomous Loop: Manages a series of phases including clarification, planning, implementation, review, and QA.
  • Error Handling: Automatically returns to planning phase if code review or QA is not clean.
  • Custom Execution: Optional use of the $team for coordinated parallel execution when needed.
  • Use Case: For users who want hands-off execution from a concrete idea to reviewed and QA-checked code without the need for constant supervision.

Quick Start

Run the autopilot command with your specific task details, such as 'autopilot implement feature X'.

Frequently Asked Questions about autopilot

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

FAQPage Schema
How do I automate complex software development workflows from idea to QA-checked code?

Autonomous workflow automation executes a strict delivery loop managing task clarification, planning, implementation, code review, and QA phases. It runs automatically without constant supervision until all verification gates pass.

Can workflow automation automatically loop back to planning if code review or QA fails?

Yes, the autonomous loop automatically returns to the planning phase if code review or QA checks are not clean. This error handling mechanism ensures the cycle repeats until all quality gates are successfully cleared.

Do I need specific dependencies to run the autonomous delivery loop for software development?

Yes, executing the autonomous delivery loop requires the deep-interview, ralplan, ultragoal, code-review, and ultraqa dependencies. These modules handle the task clarification, planning, implementation, and verification phases within the workflow.

What is the best way to handle hands-off execution for complex coding tasks without supervision?

Use an autonomous loop command with your specific task details to manage hands-off execution. It processes the workflow from a concrete idea through to reviewed and QA-checked code automatically, requiring no manual intervention.

Does workflow automation support parallel execution for complex software development phases?

Yes, the autonomous loop supports optional coordinated parallel execution using the team component. This allows customized execution when complex software development workflows demand concurrent phase processing.