Spam filters only catch the obvious
Generic praise with a link in the author URL passes most filters and still wastes your time.
Stop moderating comments by hand.
Keep the ones worth keeping.
Comment moderation is a queue that only grows. Spam filters catch the obvious cases and leave a long tail of plausible-looking junk, while genuine questions from readers sit unanswered in the same list. Talos triages the queue with actual judgement about content, and can run the moment a comment is posted.
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Howdy, Alex
Why the queue never empties
Real questions get buried
A reader asking something genuinely useful sits in the same undifferentiated list as forty pieces of junk.
It is never urgent enough
So the queue reaches four hundred and then it is a project rather than a task.
What actually happens.
Trigger on the comment, not on a timer
Hook the workflow to comment posting so triage happens immediately, with cooldowns and concurrency limits preventing a flood.
Judge the content, not just the signals
Talos reads the comment against the post it was left on, which is how you tell a real question from generic filler with a link.
Act within a narrow scope
Approve, hold or spam through manage_comments. Deletion can be withheld entirely, so the worst case is a comment left pending.
Surface what needs you
Genuine questions get reported so you can reply, rather than being approved and forgotten.
The exact tools it uses.
Talos does not improvise. Each of these is a defined tool with validated inputs, a declared risk level and its own policy setting.
Hook-triggered workflows have cooldowns and concurrency limits, so a spam burst cannot trigger hundreds of simultaneous runs.
See the full tool catalogmanage_comments
WriteList, read, create, edit, moderate, trash, restore and delete comments.
get_post
ReadLoad a single post or page by ID.
search_posts
ReadKeyword search across posts, pages and public post types.
manage_agent_workflow
ReadDraft and inspect scheduled or hook-triggered workflows. Drafting counts as a write.
create_report
ReadInline structured report cards for security, SEO, health and other audits, with file and line evidence.
create_table
ReadInline structured data tables.
Or set it once and forget it.
Any of this can become a workflow. You write the prompt, choose the trigger, and lock the permissions before it ever runs.
How workflows workComment triage on post
WorkflowTrigger
Hook · wp_insert_comment
Prompt
“Read the new comment and the post it was left on. If it is spam or generic filler with a promotional link, mark it as spam. If it is a genuine question, leave it pending and note it for the daily digest. If it is a normal relevant comment, approve it.”
Pre-authorized scopes
- content:read
- comments:moderate
Delivery
Immediate triage, with questions collected into a daily digest.
The outcome.
Triage happens on posting, not on a backlog sweep
Comments judged against the post they were left on
Deletion permission withheld — worst case is pending
Real reader questions surfaced for a reply
Before you rely on it.
What if it marks a real comment as spam?
Spam is a recoverable state in WordPress, not a deletion, so you can restore it from the comment screen. If you would rather be cautious, scope the workflow to hold rather than spam and review the held queue yourself.
Does it replace Akismet?
No, and running both is the better setup. Let your spam filter catch the high-volume obvious cases cheaply, and let Talos apply judgement to the ambiguous remainder it leaves behind.
Could a spam flood cause hundreds of AI runs?
Hook-triggered workflows enforce cooldowns and concurrency limits, and there is a site-wide rate limit of 30 runs per hour by default plus a per-run token budget. A burst gets throttled rather than billed.
Keep reading
Use case
Run your site on autopilot
Put recurring WordPress work on a schedule. Talos runs scoped workflows in the background, emails you a report, and never expands its own permissions.
Read moreFeature
Safety controls
Modes, per-tool policy, approval gates, roles and budgets.
Read moreUse case
Bulk content operations
Reorganize taxonomies, fix hundreds of posts, clean up drafts and migrate content structure by describing the outcome instead of writing SQL.
Read morePut an agent to work in WordPress.
Spend less time clicking through admin and more time moving your site forward.