Periodic footprint risk audit

Packaged know-how that tells an agent how to do a job well.

You might say…

“I've written a lot of things over a long time — I want to know what's out there that could bite me now.”

What it does

Runs a periodic structured review of the scholar's public statements and online footprint to surface aged claims, contradictions, or emerging exposure, prioritised for remediation.

Trigger: Use periodically as a proactive upstream sweep before any active dispute surfaces.

I/O: Scholar's public content inventory + current context → prioritised list of exposure items with remediation recommendations

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