Introduction to Quill and Playbooks
Aaron walks you through the two tools that connect your content strategy to execution inside AirOps: Quill and Playbooks. You will see a real Playbook run end to end and learn how to steer the agent with plain-language feedback so you can start automating high-impact content actions from lesson one.
What You'll Learn
Aaron walks you through two core tools in AirOps: Quill (the AI agent) and Playbooks (the structured briefs that tell Quill what to do).
You will see a real Playbook run end to end, watch Quill return results, and learn how to redirect the agent mid-run with plain-language instructions.
From data to action with Playbooks
Tracking AI visibility is the starting point. The real value comes from acting on what the data tells you.
One of the highest-impact next steps is refreshing stale content, but you need to know which pages to update and why.
Aaron introduces a custom Playbook called the Content Refresh Scout. Its job is to find pages that are losing visibility, rank them by impact, and queue them for action.
Anatomy of a Playbook
A Playbook is the brief that governs how Quill behaves. Think of it as a set of instructions organized into sections that run in sequence.
Each section's output feeds into the next, so context builds as the Playbook progresses.
The Content Refresh Scout Playbook has three parts:
- A high-level objective describing the goal
- Detailed instructions covering methods and tools
- An output section specifying how results should be saved
The left-hand control panel shows your Playbook's inputs, the artifacts you want created, the tools available, and triggers to kick off the run.
Running a Playbook and reading results
When a Playbook runs, results appear in a three-panel view:
- Left panel: a list of all artifacts the agent has been told to create
- Middle panel: the contents of the selected artifact
- Right panel: an agent chat interface where you can read Quill's reasoning logs and send it feedback in real time
Redirecting Quill mid-run
Aaron demonstrates how to change the agent's focus without restarting. The initial run surfaces blog pages, but he wants only pages in the solutions category.
He types a plain-language message in the chat panel, and Quill reruns the analysis with the updated scope.
This is a core workflow pattern: run a Playbook and review the output, then refine it with follow-up instructions.
How Quill stays grounded in your brand
Quill is fully connected to your AirOps ecosystem, including your brand guidelines, page data, and visibility metrics.
Every decision Quill makes is grounded in your brand's context and goals, not generic defaults.
This connection is what makes Playbooks useful beyond simple automation. The agent understands your specific situation.
What comes next
You have now seen how to run a Playbook, interpret its outputs, and steer Quill with real-time feedback.
The next lesson dives into how agents work under the hood, including the building blocks that make Playbooks possible.
Key takeaways
- Playbooks run like a relayEach section hands its full context to the next one, so Quill builds on everything it has already learned. Your Playbook gets smarter as it progresses through each step.
- The control panel is where you set the rules before Quill runsInputs, artifacts, tools, and triggers live in one place. You configure them once, and Quill follows those constraints every time it executes.
- Insights data feeds directly into content decisionsAirOps Insights surfaces visibility metrics, page performance, and citation data that Quill can act on during a Playbook run. You start with real numbers to decide which pages need attention.
- Stale content gets flagged automatically with the Content Refresh ScoutThe Content Refresh Scout Playbook surfaces the pages that need updating based on real performance signals. It identifies what matters so you can focus your effort where it counts.
- You set up Insights first because everything downstream depends on itBefore running any content Playbook, you connect your Insights data. That connection gives Quill the performance context it needs to make informed content decisions from the start.
FAQs
Quill is the AI agent inside AirOps that monitors your content performance and takes action based on real data. It connects to your Brand Kit, page analytics, and AI visibility metrics so it can identify what needs attention and route work to the right Playbook. Think of Quill as the agent that sees the full picture of how your content performs across Google and AI search, then acts on it.