Proofread blog posts automatically and commit fixes to GitHub

AI reviews your blog drafts for grammar, tone, and clarity, then commits the fixes straight to GitHub.

How the work actually flows

A straight line.

Pattern: Transient Trigger (23) ยท Sequence (1)

flowchart TD trig>"new blog draft pushed"]:::trig s0["ai reviews draft for issues"]:::task s1["filter to real issues"]:::task s2["generate line edits"]:::task s3["commit corrected file"]:::svc trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"corrected post committed with report"/]:::out pay{{"polished posts without manual editing"}}:::pay s3 --> 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 serviceResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsContent Generation & CopywritingDevOps & IT Operations
Connects
GitHubGoogle GeminiGroq

The problem it solves

Proofreading your own writing is slow and you still miss things. You want a second pair of eyes on tone and grammar before a post goes live, but you don't have time to line-edit every draft yourself.

Who it fits

A blogger, content marketer, or technical writer who publishes markdown posts through GitHub.

How it works

  1. Pulls the markdown file for a post from GitHub
  2. AI reviews it line by line for tone, clarity, and grammar issues
  3. Filters out minor nitpicks and keeps only the issues that matter
  4. A second AI agent turns the real issues into precise line edits
  5. Commits the corrected file back to GitHub along with a review report
What you get

Blog posts polished before you hit publish

You get your blog drafts checked for grammar, tone, and clarity, with the fixes committed to GitHub alongside a summary report.

What you get

A corrected blog post committed to GitHub, plus a report of what was fixed and why.

What you need

A GitHub account and API access to Google Gemini and Groq.

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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