subagent-driven-development

Prevent context degradation in multi-task development workflows by dispatching isolated subagents for each task. This prevents context pollution and ensures focused execution, strict adherence to specifications, and high code quality.

Automate code review using a two-stage quality gate that enforces a mandatory spec compliance review followed by a code quality review for every task. A controller agent manages these review loops to maintain high code quality standards across the workflow.

Scale coding with autonomous subagents by providing a structured implementation plan to a controller agent. The controller extracts tasks and manages dispatch, allowing subagents to handle implementation, testing, and self-review while you maintain high-level coordination.

Yes, a structured implementation plan is required. The subagent-driven development workflow depends on this plan and a controller agent to manage task dispatch, review loops, and context isolation for the specialized subagents.

Context isolation matters because it dispatches fresh subagents for each task to prevent cognitive overload and context pollution. This ensures the agent remains focused on the specific task, directly improving spec compliance and code quality.