> For the complete documentation index, see [llms.txt](https://oodlz-ai-studio.gitbook.io/docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://oodlz-ai-studio.gitbook.io/docs/outbound-agents/awareness/3-repurpose/auto-detection.md).

# Auto-Detection

Daily health checks against every scheduled article — newly published posts detected automatically and the repurposing pipeline fires without manual intervention.

> **Repurposing fires the moment WordPress goes live — no manual trigger, no missed publications.**

The Repurpose producer runs daily health checks against every scheduled article. When an article actually publishes on WordPress — not when the schedule says it should, but when the platform confirms it — the pipeline detects the change, marks the article as published in the workspace, and kicks off the social repurposing sequence.

## How It Works

A daily check at 10am iterates every Scheduled article in the workspace. For each one, the producer reads the WordPress post by ID and checks its current status. If WordPress reports the post is live, the workspace record updates to Published and the social repurposing sequence runs for that article. If WordPress still reports the post is future-scheduled, the article skips this check and waits for the next day.

The 2-step polling — Airtable as the schedule of intent, WordPress as the source of truth on actual publication — means a delayed publish, a manual unpublish, or a platform hiccup never causes Repurpose to fire on an article that isn't actually live.

## What You Get

* Repurposing tied to actual WordPress publication, not the scheduled time — no early dispatch, no missed publications.
* Daily polling — articles pick up within 24 hours of going live, with no human action required.
* 2-source confirmation — Airtable provides the schedule, WordPress provides the truth.
* Manual override available — the same daily-check pipeline can be run on demand if a publication needs to repurpose immediately.