subagent-development

Name: subagent-development
Availability: InStock
Author: SoftSpark

Dispatch fresh subagents per task with two-stage spec and quality reviews.

161|21|Updated Mar 26, 2026

Search Tags:#automation #subagents #orchestration #code-quality #task-dispatch #spec-review

Ready to run

npx skills add https://github.com/softspark/ai-toolkit --skill subagent-development-softspark

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: subagent-development
Source: https://github.com/softspark/ai-toolkit/tree/main/app/skills/subagent-development
Command: npx skills add https://github.com/softspark/ai-toolkit --skill subagent-development-softspark

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Managing complex implementation plans across multiple tasks often leads to context bleed and inconsistent outcomes. This Skill provides isolation by using fresh subagents per task and enforces a two-stage review (spec compliance first, then code quality) to improve reliability and maintainability.

Core Features & Use Cases

Fresh subagents per task to eliminate context drift
Two-stage review pipeline: spec compliance followed by quality review
Sequential task execution with explicit status handling and rollback guidance

Quick Start

Provide a task plan to start the two-stage subagent workflow and monitor each task until completion.

Frequently Asked Questions about subagent-development

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

FAQPage Schema

How do I prevent context leakage when executing multi-task implementation plans?▼

To prevent context leakage in multi-task plans, dispatch fresh subagents per task to execute in isolation. This approach stops context drift by ensuring each task operates independently without shared historical context.

What is a two-stage review pipeline for code generation and spec compliance?▼

A two-stage review pipeline for code generation validates spec compliance first, then evaluates code quality. This enforces reliability by catching specification violations before assessing the implementation's structural integrity.

How do I orchestrate sequential subagent tasks with explicit status handling?▼

Orchestrate sequential subagent tasks by processing a structured task loop that monitors explicit status handling and rollback guidance. Provide a task plan to start the workflow and track each isolated subagent until completion.

When do I need fresh subagents per task for automation workflows?▼

You need fresh subagents per task for automation workflows when managing complex implementation plans across multiple tasks. This isolation technique is required when tasks run independently to prevent context bleed and inconsistent outcomes.

Does subagent orchestration work for multi-task planning without dependencies?▼

Yes, subagent orchestration works for multi-task planning workflows without dependencies. It sequentially dispatches isolated subagents to execute plans, applying spec compliance and quality reviews to ensure reliable task completion.