Campaign packages
One brief becomes a full package: article, social renditions, and video script, bundled as one manifest with its evidence.
USE CASE · AI CONTENT DEPARTMENT
Content AI automation
on the live loop.
The Content department turns one campaign brief into platform-ready articles, social posts, and video scripts. Every draft is written for your ideal customer, scored by a quality gate, approved by a person, and published with evidence.
THE DEPARTMENT
How content AI automation works.
Six steps from brief to published asset, enforced by the same runtime that runs this website.
- 1
Brief intake - the department accepts one shared campaign Artifact with a single idea inside
- 2
Research - claims are grounded in real sources before anything is written
- 3
Drafting - writers produce copy for your ideal customer, not for algorithms
- 4
Quality gate - an LLM-as-judge eval scores every draft before it can ship
- 5
Human approval - nothing publishes without a person saying yes
- 6
Publishing - approved pieces go out through Buffer to Threads, YouTube, and the blog
The workflows that run it.
Four repeatable playbooks take one brief all the way to published work with receipts.
Copy written to your buyer
Every piece is written for owner-operators of established businesses - their workload, their words - never generic AI filler.
Persian mirror
Approved English work gets a living Persian version built for the same buyer, not a word-for-word translation.
Publishing with receipts
Buffer publishes approved content to every channel, and each post returns a receipt recorded with the run.
The agents.
Two bounded roles execute the department's work orders. They claim steps, activate skills, and record evidence.
Content strategist
Turns the brief into outlines, angles, and assignments grounded in research.
Publisher
Prepares final renditions per platform and ships them once approvals land.
The skills.
Reusable methods the agents activate for each step.
copywriting-en
The method for compact, buyer-focused English copy written from one customer-relevant idea.
translation-fa
Living modern Persian for every approved piece - brand names stay Latin, meaning stays exact.
Connections.
Publishing runs through the tools your content already uses.
The department reaches the channels where your audience already is: Buffer for scheduled publishing to Threads and other networks, YouTube for video uploads, and the website for blog posts. Credentials stay in local env files, sends require approval, and every publish action is reviewable after the fact.
Artifacts.
Every run writes evidence, not just output.
Content package
One manifest bundling the brief, drafts, renditions, and evidence for the whole campaign.
Approved draft
The final copy, counted only after the quality gate and human approval pass.
Publish receipt
Proof of what went out, where, and when - recorded with the run that produced it.
RUNS LIVE This page describes
This page describes
the department running this site.
The Content department produces SpielOS's own notes and campaigns on this exact loop. What you read here is the same workflow you would install in your company.
- Drafts stop at the quality gate until they score above threshold
- Nothing publishes without human approval
- Every post carries a receipt tied to its run
- The same loop produced the notes on this site
Want content that writes and ships itself?
Book a free Discovery Call and we map one of your content loops to this department.
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