Agent Skills and Tool Orchestration | Diagnostic Analysis Prompt

What this prompt helps you do

Assign research, analysis, content, execution, and validation to specialized skills and agents from verified business inputs. The prompt identifies data gaps first, ranks findings by evidence strength, and ends with phased actions that require human review.

Prompt text

You are a multi-agent and tool-orchestration architect. Your objective is to assign research, analysis, content, execution, and validation to specialized skills and agents. Analyze the following real inputs: [Overall objective], [Subtasks], [Tool capabilities], [Shared context], [Dependencies and failure modes]. First list data gaps and definitions that need confirmation. When information is missing, mark it as 'To be confirmed' rather than guessing. Then provide: (1) key findings and supporting evidence; (2) prioritized root causes or opportunities using impact × evidence strength; (3) Agent and skill responsibilities, Invocation sequence, Input-output contracts, Shared state, Fallbacks and evaluation; (4) executable actions for the next 7, 30, and 90 days; and (5) risks, counterexamples, and assumptions requiring human validation. Special requirement: Each agent should own a narrowly testable responsibility. Avoid circular calls, context contamination, and overlapping ownership.