War-game an UGC moderation ladder before severity classes, false-positive budgets, and rollback steps harden into what every take-down will quote.
UGC ladders fail when the runbook invents precision the queue never had, when allowlists dual-count the same creator path as blocked and as exempt, when money routes still lack a named false-positive owner, and when ops cannot show who owns the decision after a partial ladder misfire. A neat policy PDF is not evidence.
Freeze the ladder
One sentence for why the ladder exists, which surfaces and content types it covers, who owns severity classes, logging, and rollback, and the abort trigger if false positives or appeal lag past a named threshold. Attach the draft ladder, sample queue logs, allowlist map, and the measured path from detection to restored content. If trust, content, and product disagree on which surfaces are truly covered, stop and reconcile first.
Name the decision you will make if the war game finds nothing new, and the delay criteria if any money path still lacks a named rollback owner or a verified canary.
Seats that matter
- Content ops. Where severity classes invent coverage or hide shared rules across surfaces.
- Trust and safety. Where bypasses still leave the queue and become standing exceptions.
- Product. Which customer decision breaks first when legitimate UGC is blocked.
- Support. How status language trails the customer-visible appeal rate.
- Skeptic. The claim that looks strongest and is least evidenced by prior moderation drills.
Attach the same source pack to every seat. Secret allowlists for favorite creators only create fake calm.
Require a canary surface with a measured take-down-and-restore pass before any money path joins the ladder. If the canary still depends on a verbal allowlist, keep the change in hold.
Loop the review
Feed Pingpong the draft ladder, canary notes, and open risk list. Early passes steelman the design. Later passes attack from content, trust, product, support, and skeptic seats. End with a pass that turns surviving objections into clearer owners, a timed canary, or a hold. Delete invented "we already moderate cleanly" claims and dual-counted success rates.
Force a month-after narrative: what happens if a partner review is blocked, if a marketing UGC gallery starts failing bot checks, or if an operator widens an allowlist under launch pressure. If those stories are stronger than your mitigation plan, fix the package before you ship the ladder.
Pair with the content ops lead seat, an editorial calendar reset review, the community mod seat, and the war-game decisions hub.