autopilot

Name: autopilot
Availability: InStock
Author: Atris

Execute iterative Plan-Do-Review loops for feature development and bug fixing.

Updated Feb 16, 2026

Search Tags:#automation #workflow #development #task execution #coding #autonomous

Ready to run

npx skills add https://github.com/atrislabs/atris-plugins --skill autopilot-atrislabs

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: autopilot
Source: https://github.com/atrislabs/atris-plugins/tree/main/plugins/atris-workspace/skills/autopilot
Command: npx skills add https://github.com/atrislabs/atris-plugins --skill autopilot-atrislabs

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates complex, multi-step tasks by creating a plan, executing it, and reviewing the results in a loop until the task is successfully completed.

Core Features & Use Cases

Autonomous Task Execution: Handles tasks from initial planning to final completion without constant user intervention.
Iterative Improvement: Loops through Plan, Do, and Review stages, refining the approach based on feedback.
Use Case: When you need a feature implemented or a bug fixed, you can instruct the Autopilot skill to handle the entire development process, from understanding requirements to committing the final code.

Quick Start

Use the autopilot skill to add a dark mode toggle to the application.

Frequently Asked Questions about autopilot

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

FAQPage Schema

How do I automate complex coding tasks like feature development and bug fixing?▼

You can automate complex coding tasks by running an autonomous Plan-Do-Review loop driven by a Product Requirements Document, which handles generating tasks, implementing code, and validating results against acceptance criteria.

What is the best way to handle iterative task execution for autonomous development?▼

Iterative task execution is handled through an autonomous loop that plans the work, implements the code, and reviews the results, refining the approach based on feedback until the task successfully meets the acceptance criteria.

Do I need specific files to start autonomous task execution?▼

Yes, autonomous task execution requires context from MAP.md for navigation and TODO.md for progress tracking to properly generate tasks and validate the implemented code against the requirements.

Can I use autonomous workflow execution for both adding features and resolving bugs?▼

Yes, autonomous workflow execution handles both feature development and bug fixing by generating a plan from your requirements, implementing the necessary code, and validating the outcome without constant user intervention.

How does the Plan-Do-Review loop validate implemented code?▼

The Plan-Do-Review loop validates implemented code by reviewing the generated output against the defined acceptance criteria in the Product Requirements Document, iteratively refining the approach until successful completion.

When should I avoid using an autonomous coding workflow?▼

You should avoid using an autonomous coding workflow if your project lacks a Product Requirements Document, or if you cannot provide the required MAP.md and TODO.md context needed for navigation and progress tracking.