Malformed Link Investigator + Auto-Fix Proposer (Agent)

Goes beyond pass/fail. For every link sitting in quarantine, an agent reads the campaign context, compares the broken UTM string against your taxonomy and historical naming patterns, and reasons about what the author most likely meant. It then drafts a corrected URL and a plain-English explanation of each change, posting both for a human to approve in one click instead of fixing links by hand.

Use this when quarantine catches a lot of links and manually triaging each one is the bottleneck. It is most valuable for teams with high link volume where the failure is usually a fixable typo or casing slip rather than a fundamentally wrong campaign.

1. 1A schedule triggers a sweep of quarantined links.
2. 2The agent reads each quarantined record and its campaign metadata from Airtable.
3. 3It reasons over the taxonomy and prior approved links to infer the intended values and build a corrected URL.
4. 4A confidence branch separates high-confidence fixes from ambiguous ones.
5. 5High-confidence proposals are posted to Slack with approve/reject buttons; ambiguous ones are escalated to a human queue.
6. 6Approved corrections are written back to Airtable and the link is moved out of quarantine.