Autonomous Macro-Doc Reconciliation Agent

This runs an autonomous reconciliation agent over your whole knowledge surface. It reasons across every macro and every cited Confluence page, decides which mismatches are real drift versus acceptable paraphrasing, and turns confirmed problems into an organized, owner-assigned backlog in Linear.

Use it when macro drift is a standing operational problem, not a one-off cleanup — large support orgs where docs and macros change constantly and you need an ongoing, accountable workflow rather than a raw list of links to chase.

1. 1A scheduled cycle wakes the reconciliation agent.
2. 2The agent inventories macros from Zendesk and resolves every referenced Confluence page and its current state.
3. 3It reasons per macro to classify the drift type — dead link, renamed page, or contradicted content — and discards false positives.
4. 4Branch: skip macros judged still-accurate; route confirmed drift onward.
5. 5For each confirmed issue, create a Linear ticket with the macro, the broken reference, the drift category, and a suggested owner.
6. 6Post a run summary to Slack with counts by drift type and links to the new issues.