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Decomposing a research brief for multi-agent software development involves splitting it into role-specific sub-briefs, giving each execution agent scoped context, exact file modification lists, and deterministic completion criteria to prevent scope creep.

Scope enforcement in multi-agent workflows ensures execution agents only interact with explicitly assigned files and contexts, preventing unapproved changes by including strict out-of-scope items and deterministic completion criteria in their sub-briefs.

You generate spawn-ready prompts by processing a validated research brief through an automated decomposition that outputs exact context, files, and criteria, requiring no additional research or manual prompting for the execution agents.

Automated brief decomposition requires a validated research brief to accurately split the project into scoped sub-briefs with explicit out-of-scope items and deterministic completion criteria for each execution agent role.

The best way to prevent scope creep with multiple agents is to enforce strict scope boundaries by providing each agent with scoped context, explicit out-of-scope items, and deterministic completion criteria in their sub-briefs.

You should not use automated sub-brief generation for agent orchestration if your project requires multi-level delegation or if execution agents lack bounded single-level subagent delegation constraints, as it is designed for single-level scoped tasks only.