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INTENT INTEGRITY · RED FLAG

An agent acting on unclear intent

AMBIGUOUS_INTENT

The stated user intent is unclear, contradictory, or missing — so the agent is guessing at a consequential action.

Why it matters

This is exactly the class of action that’s cheap to prevent and expensive to undo — rollback, insurance, and observability all kick in after the damage is done. The only place to stop it is a check that runs before the action does.

Example

“Handle the thing from earlier” — the agent picks a destructive interpretation.

How Black_Wall catches it

Black_Wall raises AMBIGUOUS_INTENT and asks for clarification before acting.

FLAGAMBIGUOUS_INTENT

Black_Wall returns a risk score (0–100), a reversibility class, this named red flag, and a gate — proceed / confirm / human-required — in a few seconds, before the action runs.

See it on your own action

Paste an action your agent might take and watch Black_Wall gate it — no signup.

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