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subagent-driven-development

Dispatch isolated subagents for each task with per-task and final reviews.

Updated Jan 12, 2026
Search Tags:#automation#workflow#subagent#code-review#spec-compliance#task-dispatch
One-click install
npx skills add https://github.com/miguelarcjr/shark-ai --skill subagent-driven-development-miguelarcjr
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: subagent-driven-development
Source: https://github.com/miguelarcjr/shark-ai/tree/main/skills/subagent-driven-development
Command: npx skills add https://github.com/miguelarcjr/shark-ai --skill subagent-driven-development-miguelarcjr

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Subagent-driven development solves the challenge of coordinating complex, multi-task work by breaking a plan into independently executed tasks guided by isolated subagents, preserving session context and enabling precise reviews.

Core Features & Use Cases

  • Fresh implementer subagents per task with isolated context to prevent cross-task context bleed.
  • Per-task reviews for specification compliance and code quality, plus a final whole-branch review to consolidate results.
  • Automated task orchestration with global constraints awareness and a ledger-style progress trail to pause and resume sessions.

Quick Start

Dispatch a fresh implementer subagent for each task and perform per-task reviews (spec compliance + code quality) before proceeding to the final whole-branch review.

Frequently Asked Questions about subagent-driven-development

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

FAQPage Schema
How do I coordinate multi-step code tasks without cross-task context bleed?▼

Subagent-driven development coordinates multi-step code tasks by dispatching fresh implementer subagents per task, ensuring isolated context to prevent cross-task context bleed while tracking progress.

What is the best way to automate code review for specification compliance in a multi-task workflow?▼

Automated code review for specification compliance is handled by performing per-task diff-based reviews during task orchestration, followed by a final whole-branch consolidation review to verify code quality.

Can I pause and resume a multi-task development session without losing progress?▼

Yes, you can pause and resume multi-task development sessions because the orchestration maintains a ledger-style progress trail that persists task completion states and global constraints awareness.

How does subagent task dispatch work for independent code execution?▼

Subagent task dispatch works by allocating an autonomous, independent subagent to execute each specific task from a multi-step plan, applying deterministic orchestration and explicit context separation.

Does subagent-driven development require external dependencies to orchestrate tasks?▼

No external dependencies are required to orchestrate tasks with subagent-driven development, as it applies in-session to execute multi-step plans using isolated subagents and diff-based reviews.

When should I not use subagent orchestration for software engineering tasks?▼

You should avoid subagent orchestration for software engineering tasks when a plan cannot be cleanly decomposed into independent tasks, as the workflow relies on explicit context separation and deterministic task dispatch.

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