subagent-driven-development

Dispatch subagents for parallel tasks with two-stage reviews.

4|1|Updated Mar 25, 2026
One-click install
npx skills add https://github.com/pynbj1001/alpha-sense --skill subagent-driven-development-pynbj1001
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: subagent-driven-development
Source: https://github.com/pynbj1001/alpha-sense/tree/main/skills/15.%20superpowers/skills/subagent-driven-development
Command: npx skills add https://github.com/pynbj1001/alpha-sense --skill subagent-driven-development-pynbj1001

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Dispatches dedicated subagents to execute independent tasks within a single session, enabling fast, scalable work with isolated context and built-in reviews.

Core Features & Use Cases

  • Fresh subagent per task to avoid cross-task context leakage and to keep work isolated
  • Two-stage review: spec compliance followed by code quality for each task
  • Integration with a final code review and development-branch workflow after all tasks complete
  • Suitable for plan-driven implementation where tasks are clearly defined and can be dispatched in parallel or sequentially

Quick Start

Provide a plan and then dispatch specialized subagents to implement each task with two-stage reviews.

Frequently Asked Questions about subagent-driven-development

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

FAQPage Schema
How do I automate task dispatch and code quality reviews for parallel AI development?

Automate task dispatch and code reviews by assigning dedicated subagents to execute independent tasks within a single session. This enforces a strict two-stage review pipeline—checking spec compliance then code quality—after each task completes.

How does a two-stage review pipeline work for AI subagents?

A two-stage review pipeline enforces spec compliance first, followed by a dedicated code quality review for every task. A fresh subagent executes each task to isolate context, and a final development-branch review coordinates all completed work.

Can I use subagents to sequentially execute tasks with built-in plan compliance checks?

Yes, you can dispatch specialized subagents to sequentially execute clearly defined tasks. Each task undergoes mandatory plan compliance and code quality reviews before integrating with the final development-branch workflow.

What is the best way to prevent cross-task context leakage during automated AI development?

Prevent cross-task context leakage by dispatching a fresh subagent for each independent task. This isolation ensures that context from one task does not interfere with another, while built-in reviews maintain overall code quality.

When should I not use subagent-driven development for task execution?

Avoid subagent-driven development for sessions lacking clearly defined tasks that can be parallelized or sequentially executed. It requires tasks to be strictly independent to prevent parallel conflicting work during the review pipeline.

Do I need a predefined plan to dispatch subagents for automated task execution?

Yes, you need to provide a predefined plan before dispatching specialized subagents. The workflow relies on plan-driven implementation to assign tasks and execute the two-stage spec compliance and code quality reviews.