agent-orchestration-advisor

## Purpose Guide product managers through designing **multi-agent workflows**—breaking complex, repetitive PM tasks into parallel, specialized AI agents rather than linear, sequential processes or manual execution. Use this to transition from "document-heavy administrator" to "systems-level orchestrator" who coordinates a "living system" of AI agents, human teams, and market data interacting continuously. **Key Shift:** From linear project management (one task at a time) to orchestration (multiple agents working simultaneously, each with clear boundaries and handoffs). This is not about prompt writing—it's about **architecting workflows where AI agents handle repetitive research, synthesis, and validation while PMs focus on strategy and decision-making**. ## Input **Works best with:** The workflow or recurring task you want to orchestrate — described in a sentence or two, however manual or messy it is today. **Also useful:** Where it breaks down now (too slow, too sequential, too dependent on you), the tools your team already uses, and whether you've worked through [context-engineering-advisor](../context-engineering-advisor/SKILL.md) first (it's the prerequisite discipline). Anything supplied with the invocation itself — text after the skill name, a pasted context dump, or an appended `ARGUMENTS:` line — counts as answers already given. Use it and skip whatever it covers; don't re-ask. **Arriving empty-handed? That works too.** The advisor opens by asking which PM wor...