Generate and quality-check Japanese social posts with GPT-4

Each morning GPT-4 drafts Japanese Twitter posts, scores their quality and risk, and routes them for posting or review.

How the work actually flows

It repeats. Exactly one path is taken; repeats rewrite low scoring drafts; runs once per one per draft option generated; it retries when a step fails.

Pattern: Structured Loop (21) · Exclusive Choice (4) · Multiple Instances with a priori Design-Time Knowledge (13)

flowchart TD trig(["every weekday morning"]):::trigtime s0["gather context and style"]:::task s1[["draft japanese posts"]]:::mi s2["score quality and risk"]:::task trig --> s0 s0 -->|"one per one per draft option generated"| s1 s1 --> s2 gx{"× quality and risk level"}:::gate s2 --> gx p00["post automatically"]:::task gx -->|"safe and high quality"| p00 p10["send to team for approval"]:::task gx -->|"risky or borderline"| p10 p00 --> out p10 --> out lp{"until draft passes quality threshold"}:::gate s2 --> lp lp -. "rewrite low scoring drafts" .-> s1 lp -->|"finished"| out out[/"approved japanese social posts published"/]:::out pay{{"consistent on brand social presence"}}:::pay out --> pay s1 -. "retries on failure" .-> s1 classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepRuns once per itemOne path onlyRepeat or finishResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
Social Media ManagementContent Generation & CopywritingEmail AutomationAPI & Webhook IntegrationSecurity & Compliance
Connects
OpenAINotionTwitter

The problem it solves

Keeping up a steady, culturally appropriate social media presence in Japanese takes constant writing and careful review, and a tone-deaf post can do real damage. You don't have time to draft, score, and vet every post by hand every single day.

Who it fits

Marketing teams running Japanese-language social media who need consistent, on-brand posts without writing everything from scratch.

How it works

  1. Every weekday morning, the system gathers relevant cultural context and your recent posting style
  2. GPT-4 drafts several Japanese post options
  3. Each draft is scored for quality and checked for cultural or reputational risk
  4. Low-scoring drafts are automatically rewritten until they pass
  5. Safe, high-quality posts go out automatically, while riskier ones are sent to your team for approval
What you get

Posts you still sign off on

Each morning you get polished Japanese social posts drafted, scored, and ready for your approval or automatic posting.

What you get

Ready-to-post Japanese social content, plus a weekly performance report with recommendations, stored in Notion.

What you need

An OpenAI account, a Notion workspace, and an email account for approvals.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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