Does this skill require human intervention between tasks?

No, this skill is designed for high-throughput automation. It only pauses if a plan needs manual revision or if you switch to a workflow specifically designed for human-in-the-loop review.

How does the parallel review process work?

The skill dispatches three specialized reviewer agents simultaneously—focusing on code quality, business logic, and security. This parallel execution is 3x faster than sequential reviews and provides a holistic view of the implementation's health.

How are minor code issues or 'nitpicks' handled?

While critical and high-severity issues trigger an automatic fix cycle, low-severity and cosmetic issues are automatically converted into TODO and FIXME comments to track tech debt without stalling development.

What is the benefit of using a fresh subagent for each task?

Using a fresh subagent prevents 'context pollution,' ensuring that the specific logic or errors from a previous task don't interfere with the current one, leading to cleaner and more reliable code implementation.

Subagent-Driven Development

Name: Subagent-Driven Development
Author: LerianStudio

byLerianStudio

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Productivity & Workflow

Orchestrates automated plan execution by dispatching fresh subagents for individual tasks with integrated parallel code reviews.

About

This skill automates the end-to-end execution of complex development plans within a single session by utilizing a 'fresh subagent per task' approach to eliminate context pollution. It couples autonomous execution with a mandatory parallel review process involving specialized code, security, and business-logic reviewers powered by Claude Opus. By enforcing rigorous quality gates and Test-Driven Development (TDD) at every step without requiring constant human intervention, it enables high-throughput software delivery while maintaining strict engineering standards and systematic tech debt tracking.

Key Features

Continuous progress execution that automatically resolves critical and high-severity issues.
Fresh subagent isolation for every task to prevent context drift and hallucinations.
Automated tech debt management via standardized TODO and FIXME tagging for low-priority issues.
17 GitHub stars
Mandatory Test-Driven Development (TDD) enforcement for all implementation subagents.
Simultaneous triple-review (Code, Security, and Business Logic) using Claude Opus.

Use Cases

Automating complex refactoring plans that require iterative verification and validation.
Scaling development throughput while maintaining rigorous security and quality gates.
Executing multi-step feature implementations within a single terminal session without manual handoffs.

About

Key Features

Continuous progress execution that automatically resolves critical and high-severity issues.
Fresh subagent isolation for every task to prevent context drift and hallucinations.
Automated tech debt management via standardized TODO and FIXME tagging for low-priority issues.
17 GitHub stars
Mandatory Test-Driven Development (TDD) enforcement for all implementation subagents.
Simultaneous triple-review (Code, Security, and Business Logic) using Claude Opus.

Use Cases

Automating complex refactoring plans that require iterative verification and validation.
Scaling development throughput while maintaining rigorous security and quality gates.
Executing multi-step feature implementations within a single terminal session without manual handoffs.