scope-creep-interceptor

Scope creep detection prevents Claude from over-engineering by running pre-output checks that flag and trim unnecessary expansions before delivery. It interrupts feature creep by identifying unrequested sections, caveats, or elaborations before they reach the user.

Scope creep in AI outputs occurs when a simple request silently expands into multi-deliverable plans or over-engineered solutions. An interceptor protocol manages this by applying pre-output scope checks and background monitoring to flag and trim expansions early.

To detect a task quietly expanding mid-conversation, apply background monitoring that tracks Type 2 creep, where the user's own request grows in complexity. Quiet early flagging alerts you to expanding commitments before you are overwhelmed by unchosen scope.

Yes, you can flag scope creep without interrupting normal workflow by using quiet background monitoring. This approach tracks Type 1 creep from Claude's outputs and Type 2 creep from task-side expansions, flagging optional additions quietly rather than after damage is done.

You should use an explicit interruption protocol for AI output control when a deliverable is growing in complexity without explicit instruction. It flags optional expansions and unrequested features, ensuring Claude stops scope creep before delivering an over-engineered response.