subagent-driven-development

Assign each task to a fresh subagent with two-stage review.

Updated Apr 21, 2026
One-click install
npx skills add https://github.com/samuelmukoti/myai-agent --skill subagent-driven-development-samuelmukoti
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: subagent-driven-development
Source: https://github.com/samuelmukoti/myai-agent/tree/main/skills/software-development/subagent-driven-development
Command: npx skills add https://github.com/samuelmukoti/myai-agent --skill subagent-driven-development-samuelmukoti

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Orchestrating complex implementation plans often leads to context bleed, coordination overhead, and inconsistent quality. This Skill solves that by dispatching a fresh subagent per task and enforcing a strict two-stage review process.

Core Features & Use Cases

  • Per-task isolation: each task runs in a fresh subagent with its own context.
  • Two-stage review: spec compliance followed by code quality assessment.
  • End-to-end execution: from plan intake to final integration readiness, suitable for parallel task execution.
  • Use Case: run a 5-task plan where tasks are independent, ensuring uniform quality and faster iteration.

Quick Start

Dispatch the first implementer subagent for the initial task and initialize the two-stage review loop.

Frequently Asked Questions about subagent-driven-development

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

FAQPage Schema
How do I prevent context bleed when executing a multi-task software development plan?

To prevent context bleed during multi-task software development, assign each task to a fresh subagent. This per-task isolation ensures autonomous delegation without overlapping context, maintaining strict spec compliance across independent tasks.

What is the best way to enforce code quality and spec compliance in parallel task execution?

The best way to enforce code quality and spec compliance in parallel task execution is implementing a two-stage review process. This dual-review gate assesses specification adherence first, followed by a dedicated code quality assessment for each isolated task.

How do I coordinate autonomous delegation for independent implementation tasks?

Coordinate autonomous delegation by dispatching a fresh subagent per task within your implementation plan. This approach manages independent tasks by enforcing explicit per-task context and execution, culminating in final integration readiness.

Can I use subagent-driven development for plans with dependent tasks?

Subagent-driven development is designed for multi-task implementation plans where tasks are largely independent. If your plan contains dependent tasks, the strict per-task isolation and parallel execution model may cause coordination issues.

Why does my code review process miss inconsistent quality across parallel tasks?

Your code review process misses inconsistent quality because it lacks a strict two-stage review gate. Applying a dual-review system that checks spec compliance and code quality per isolated subagent ensures uniform outcomes across all parallel tasks.