ralplan

Agent orchestration can prevent vague execution requests from triggering expensive multi-agent workflows by forcing a consensus planning pass first. A structured Planner, Architect, and Critic loop enforces quality criteria and optional interactive user approval before any execution begins.

Architecture review is best structured through a consensus planning loop where an Architect evaluates the plan against quality criteria. This risk-aware deliberation adds pre-mortem scenarios and expanded test planning to minimize failure risk before interactive user approval.

Consensus planning gates prompt safety by sequentially running a Planner, Architect, and Critic until quality criteria are met. This sequential agent step execution avoids parallel architectural and critique calls, ensuring thorough risk gating before any execution.

Yes, interactive approval can be required before an agent executes mutation-oriented shell commands. A strict planning and execution boundary blocks mutations and delegation until explicit user approval is captured, marking all artifacts as pending.

A pre-execution gate should be used for multi-agent test planning when facing high-stakes changes that require risk-aware deliberation. It converts vague intents into structured plans with clear acceptance criteria, adding pre-mortem scenarios to reduce failure risk.

Yes, this consensus planning approach blocks parallel architectural and critique calls by enforcing sequential agent step execution. The Planner, Architect, and Critic operate in sequence within the loop to maintain a strict boundary between planning and execution.