SME Agent Drafts
Before the writer touches a cybersecurity topic, your brand’s Subject Matter Expert writes the complete technical brief it has to work from - the facts, mechanisms, standards and common mistakes a practitioner would insist the article get right. Every brief the expert has ever written lives here, whether it is still being researched, waiting on you, or already an article.
What the SME Agent Does
Your brand’s expert - name, background, what they cover, what they hand off, the positions they hold, and what they will never claim - reads the prompt on every generate run, researches it on the web, and writes the brief: the mechanism end to end, the exact rules from the governing standard with a source URL, the failure modes, and what to do about them. The writer then turns that brief into the article, adding nothing of substance on its own.
A handful of items in every brief are marked required. The article is checked against them before it reaches you - anything required that’s missing, wrong, or unsupported sends the draft back for one automatic rewrite.
Setting Up Your Expert
Go to Configuration → SME Agent in the sidebar. Two ways to get one:
| Way | What Happens |
|---|---|
| Fill with Gracker Agent | Researches your brand and writes the whole profile for you |
| By hand | Type each field in yourself |
The Gracker Agent search runs once per brand per day - it’s a full research run, not a quick lookup. Ask again sooner and you’re told when you can next, with a reminder that you can still edit the profile by hand in the meantime, and every change you make there is used right away.
Re-running it later (“Find a different expert?”) replaces everything on all three tabs, including anything you’ve typed and haven’t saved yet.
The Three Tabs
| Tab | Fields |
|---|---|
| Expert | Job title (their role, no company name), short bio, topics they cover, topics they skip |
| Knowledge | Specialties, strong opinions (with the reason - these become the expert’s take in an article), common mistakes they warn about |
| Rules & sources | Never claim (a draft that does gets sent back), trusted sources (as “Name - https://url”) |
Every list field takes one entry per line. Save and Cancel appear at the top only once you’ve changed something; Cancel reverts. A job title is required before you can save.
Where to Find Your Drafts
Go to Content → SME Agent Drafts. The sidebar badge counts the drafts waiting for your review.
Draft States
| State | Meaning |
|---|---|
| Researching | The expert is still writing this brief |
| Waiting for you | The brief is ready - open it, edit if needed, and approve |
| Approved | You approved it; the article is written from it and nothing else |
| Failed | The expert couldn’t finish the brief. Hover the badge to see why. Failed drafts don’t open |
The list shows Prompt, Expert, Updated, and Status.
Reviewing a Draft
Click a draft that’s waiting for you to open the review screen: the question it answers as the heading, Written by the expert’s name - click it to read the full expert profile - and the brief itself, editable in a Visual or Markdown view. Below it, an expandable list of every page the expert read while researching.
| Action | What It Does |
|---|---|
| Save changes | Keep your edits without approving yet |
| Regenerate | Throw this brief away and have the expert write a new one from scratch |
| Approve and write the article | Lock in the brief (with any edits) and start writing |
After You Approve
The article is generated from the approved brief. Once it’s ready, open it straight from the drafts list or with Open the article on the review screen. Editing the brand’s expert afterwards changes future drafts, not one already approved.
FAQ
Can I skip the SME Agent for one piece?
Not for Create New Content - it runs automatically on every generate run for a cybersecurity brand, with no per-piece toggle. Content Optimisation always runs without it.
What happens if I click Regenerate?
This brief is thrown away, including any edits you made, and the expert writes a new one from scratch. The article still can’t be written until you approve whatever comes back.
Can I search or filter the drafts list?
Yes. Search with Search questions and experts…, and filter by state: All drafts, Researching, Waiting for you, Approved, or Failed.
Why can’t I open a researching draft?
There’s nothing to read yet - the expert hasn’t finished writing it.
Can I have more than one expert per brand?
No - one expert per brand, used on every generate run.
Do I need to fill in every field on the expert?
Only the job title is required to save. The more you fill in, especially trusted sources and never claim, the more the brief - and the article - actually reflects your brand’s expertise.
