Autonomous Feature Runner

About

Provides a robust harness for AI agents to handle complex, long-running development tasks without human supervision. It enables Claude to autonomously navigate a feature backlog, implementing code, verifying requirements via strict TDD enforcement, and managing task states through a structured CLI interface. By enforcing a strict 'No Questions Allowed' policy during batch processing, it ensures continuous progress on large-scale feature sets, making it an essential tool for completing entire development roadmaps or processing implementation tasks in bulk.

Key Features

• Autonomous decision-making logic that eliminates the need for user clarification
• 216 GitHub stars
• Structured feature lifecycle management including implementation, verification, and failure reporting
• Unattended batch processing for autonomous completion of entire feature backlogs
• Intelligent priority-based task sequencing for failing features and high-priority items
• Strict Test-Driven Development (TDD) enforcement and workflow guidance

Use Cases

• Automating the end-to-end implementation and verification of multiple software components in one session
• Processing a large backlog of well-defined feature requests overnight without manual intervention
• Enforcing strict TDD standards and implementation patterns across a series of new tasks