Content Workflows.
Agentic content pipelines that produce 10 articles a day without sounding like slop. Branded prompt libraries, named Claude Skills, human editors at the final mile.
Pick a side and you lose.
Most "AI content" workflows produce volume with no voice. The result: ranking drops, brand damage, wasted budget. Google's helpful-content updates keep punishing these sites. Readers bounce in 10 seconds.
The counter-extreme. All human, every word hand-crafted. Can't compete on throughput. Your competitors are shipping 50 pieces a week while you're shipping 4.
The answer is not picking a side. It's designing a pipeline where agents do the repetitive work. Research, outlines, drafts, formatting, image gen, schema. And humans own strategy, editing, and taste. That's the setup we build.
Named Skills, not "AI content."
- Branded prompt libraries. Your voice guide, 20-50 reference pieces, and banned-word list ingested into a Claude Skill that enforces voice at draft time. Not a generic "write like Hemingway" prompt.
- Research agents. Firecrawl for competitor content scraping, DataForSEO and Ahrefs for Search Engine Results Page (SERP) analysis, GSC for your own ranking data. The research runs before the outline, not during the draft.
- Outline-first drafting. A dedicated outline Skill produces a chunked, direct-answer structure that a second Skill drafts against. Separating these steps is the single biggest quality lever.
- Fact-checking agents. A cross-check Skill validates claims against primary sources before the draft goes to the human editor. Hallucinations caught by agents, not by readers.
- Schema validators and publishing automation. Every piece ships with FAQ, HowTo, or Article schema auto-generated and validated. Make pushes to the Content Management System (CMS) with zero manual formatting.
What you get.
- 3 to 6 Skills and workflows shipped (research, outline, draft, fact-check, format, publish)
- Brand-safe prompt library versioned in a repo you own
- Content calendar with automation (Airtable or Notion) from idea to published URL
- Standard Operating Procedures (SOPs) for editors operating the pipeline
- 2-hour training session on operation, iteration, and failure modes
The stack we deploy.
Named tools, not vague capabilities.
Who this is for.
Brands publishing 5 or more pieces a month that want to scale to 20 or more without sacrificing quality. You have at least one senior editor who owns voice and will review every deliverable before publish.
If you do not have an editor. Or you think the point of this is replacing one. This is not the engagement for you. Editors are what separates the pipeline from the slop.
Frequently asked questions.
Is this just AI-generated content?
No. It's a pipeline where agents handle repetitive work. Research, outlines, drafts, formatting, image gen, schema. And humans own strategy, editing, and taste.
Every deliverable is reviewed by a senior editor before publish. The AI does the plumbing, not the thinking.
How do you prevent "AI slop"?
Three controls: branded prompt libraries tuned on your voice guides, named Skills that enforce structure (chunked architecture, direct-answer openers, schema), and a human editor who reviews every piece against a quality checklist.
If a draft fails Quality Assurance (QA) it goes back, not out.
Can the pipeline handle our brand voice?
Yes. We ingest your voice guide, 20 to 50 reference pieces, and your banned-word list into a Skill. The Skill enforces voice at draft time, and your editor enforces it at review.
After 4-6 weeks of feedback loop, the outputs are indistinguishable from your senior writers on structural tasks. Blog posts, resource pages, comparison articles.
What volume can we hit?
Realistic range: 3x to 10x your current throughput, depending on how much editorial bandwidth you keep. A senior editor reviewing at speed can ship 5-10 AI-assisted pieces per day.
Pure volume without editors is a bad trade. You lose brand equity faster than you gain traffic.
Do we still need in-house writers?
Yes. The pipeline shifts their role. Less first-draft writing, more strategy, editing, and original reporting.
The writers who thrive are the ones who learn to direct agents. The ones who refuse to touch AI are the ones who get squeezed out by volume competitors.
Read the methodology.
The exact pipeline: which Skills run when, how the editor handoff works, and what breaks when you scale it.
// playbook / contentAgentic content pipeline: 10 articles a day
Named Skills, automation triggers, the hand-off to human editors. Copy the workflow.
Read the complete methodology →10x your content output in 90 days.
Submit your current pipeline, voice guide, and 5 reference pieces. We ship the Skills, workflows, and SOPs to take you from 5 pieces a month to 20-plus. Without the slop tax.