Repurpose your LinkedIn posts into ready-to-publish X tweets

Scrapes your LinkedIn posts, rewrites them as tweets and threads with AI, and posts them to X once approved.

How the work actually flows

It branches. Every path runs; runs once per each linkedin post; a person has to approve before it continues.

Pattern: Parallel Split (2) ยท Multiple Instances without Synchronization (12)

flowchart TD trig(["weekly linkedin post pull"]):::trigtime s0[["pull latest posts"]]:::mi s1["ai rewrites content"]:::task s2["post to x"]:::svc trig --> s0 s0 --> s1 hg(("your approval before posting")):::human s1 --> hg hg -->|"approved"| s2 hg -. "sent back" .-> s1 gx{"+ tweet or thread format"}:::gate s1 --> gx p00["post as tweet"]:::task gx -->|"single tweet"| p00 p10["post as thread"]:::task gx -->|"full thread"| p10 p00 --> s2 p10 --> s2 out[/"ready to publish tweets and threads"/]:::out pay{{"linkedin content reaches new audience"}}:::pay s2 --> out out --> pay 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 stepAn outside serviceRuns once per itemA personEvery pathResultPayoff
Build size
Advanced

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

Business functions
Social Media ManagementSpreadsheet & Database Ops
Connects
ApifyClaudeAirtableOpenAIOpenRouterX

The problem it solves

You know your LinkedIn posts could work on X too, but rewriting each one by hand takes time you don't have. Good ideas end up sitting on one platform instead of reaching a wider audience.

Who it fits

Content creators, consultants, and small marketing teams who want their best LinkedIn content working harder on other platforms.

How it works

  1. Each week, the system pulls your latest LinkedIn posts automatically
  2. If a post includes a slideshow or PDF, AI reads the text out of the images
  3. AI rewrites each post into both a single tweet and a multi-part thread
  4. Drafts land in a review sheet marked as pending approval
  5. Once approved, the system posts them to X on your set schedule, including full threads
What you get

Posts rewritten and ready for your approval

You get your best LinkedIn posts rewritten into tweets and threads, ready for you to approve and publish on X.

What you get

A ready-to-approve batch of tweets and threads drawn from your existing LinkedIn content.

What you need

An Apify account, an Airtable account, an OpenAI account, an OpenRouter account for Claude, and an X account.

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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