What is the difference between Initializer and Executor modes?

The Initializer mode analyzes the high-level request to create a master task list (task_list.md), while the Executor mode focuses on performing the actual code changes and marking tasks as complete.

Can I run multiple autonomous tasks at once?

Yes. Each task is isolated within its own uniquely named subdirectory under the .autonomous/ folder, allowing multiple parallel workflows without file conflicts.

What happens if an autonomous session is interrupted?

The skill saves the current state in a local .autonomous/ directory. You can resume any task exactly where it left off by using the trigger phrase again with the specific task name.

How do I stop or pause an autonomous task?

You can pause the execution loop at any time by pressing Ctrl+C during the short delay between sessions, or by closing the terminal window.

Autonomous Task Executor

Name: Autonomous Task Executor
Author: billlzzz18

bybilllzzz18

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Productivity & Workflow

Automates long-running, multi-session coding tasks through intelligent task decomposition and self-managed execution loops.

The Autonomous Skill transforms Claude Code into a self-steering agent capable of handling complex projects that exceed the limits of a single interaction. By implementing a dual-agent architecture—using an Initializer for strategic planning and an Executor for implementation—the skill breaks down large objectives into granular sub-tasks tracked within a dedicated project directory. It features an auto-continuation loop that persists across sessions, maintaining state through specialized task lists and progress logs to ensure consistent advancement until the entire project is complete.

Key Features

011 GitHub stars

02Detailed session-by-session progress reporting and logging

03Automated task decomposition with checkbox-based progress tracking

04Cross-session persistence using local directory-based state management

05Headless mode support with configurable auto-continuation loops

06Dual-agent workflow separating task planning from execution

Use Cases

01Building complete full-stack applications from a single natural language prompt

02Executing massive codebase refactors that require dozens of sequential file edits

03Managing complex migrations where progress must be tracked across multiple days

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add billlzzz18/bl1nk-skill-platform autonomous-skill

For use in Claude.ai and ChatGPT

Download Skill