Agent Orchestration Advisor

An interactive advisor that re-architects repetitive PM work into a set of parallel, specialized AI agents with clear boundaries, monitoring, and evals.

AutomationIntermediate★ 6,479⑂ 784AI score 9/10Last updated: Aug 13, 2026

What it does

Turns long sequential prompt chains or manual grunt work into a multi-agent architecture where each agent has a defined scope and handoff.

An 8-step guided interview: gather context → assess whether the task is "AI-shaped" → decompose into subtasks → pick a topology (full parallel / pipeline / hybrid) → define agent boundaries and handoffs → inject strategic intent (mission, constraints, priorities, evidence standards) → design launch-control-tower monitoring → build an evaluation plan
Four eval types explained: golden datasets, code assertions, LLM-as-judge, and human review
A final plan with an ASCII workflow blueprint, a 5-week implementation roadmap, and success criteria (30%+ time savings, 80%+ quality bar, 95%+ format consistency)
Clear anti-patterns: don't orchestrate one-off tasks, empathy-heavy work, or anything already fast enough

Who it's for

PMs burning 5+ hours a week on competitive analysis, customer synthesis, or roadmap upkeep
Anyone stuck with one giant sequential prompt chain who wants a monitored, evaluated system instead
Teams needing consistency at scale — risk-reviewing 50 features, synthesizing 100 interviews

Example uses

Competitive intel: 12 hours a week becomes 6 by running research, launch-tracking, and pricing agents in parallel, then feeding a synthesis and gap-analysis agent.
Customer feedback synthesis: 200 weekly reviews/tickets/NPS entries flow through an ingestion → tagging → sentiment → theme → prioritization → report pipeline, cutting 8 hours to 2.
Risk analysis at scale: 50 features reviewed simultaneously by security, compliance, performance, and usability agents, with a synthesis agent producing the risk matrix.

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/deanpeters/Product-Manager-Skills/HEAD/skills/agent-orchestration-advisor/SKILL.md

What I want: (describe your task here)

If Claude can't open the link, open it yourself and paste the contents instead.

↓ If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)

Download the ZIP with the button below.
In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.

↓ Download ZIP

Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the skills/agent-orchestration-advisor folder from the GitHub repo deanpeters/Product-Manager-Skills into my ~/.claude/skills/agent-orchestration-advisor/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/deanpeters/Product-Manager-Skills.git && mkdir -p ~/.claude/skills && cp -r Product-Manager-Skills/skills/agent-orchestration-advisor ~/.claude/skills/

⚠ This is a third-party skill. Check the source repository before installing.

Open a terminal (Terminal on macOS/Linux, Git Bash on Windows).
Clone the repo: git clone https://github.com/deanpeters/Product-Manager-Skills.git
Create the skills folder if needed: mkdir -p ~/.claude/skills
Copy this skill in: cp -r Product-Manager-Skills/skills/agent-orchestration-advisor ~/.claude/skills/
(Recommended) Also copy the prerequisite: cp -r Product-Manager-Skills/skills/context-engineering-advisor ~/.claude/skills/
Restart Claude Code and try: "Design an orchestration for our weekly competitive intel — it takes one PM six hours."
If it doesn't trigger, name it explicitly: use the agent-orchestration-advisor skill.

View source on GitHub ↗License: NOASSERTION