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Compress context without losing the constraints

A transparent extractive compressor that prioritizes requirements, numbers, goals, and deadlines.

Live result

47% smaller

239 characters remain from 451.

It must answer order-status questions, but it cannot issue refunds. Customer payment details must never be included in logs. Success means resolving 70% of order-status questions without escalation while keeping incorrect answers below 2%.

Compare progressive levels
75% retained

The team is launching a customer support agent in September. It must answer order-status questions, but it cannot issue refunds. The agent may use order history and shipping events. Customer payment details must never be included in logs. The initial pilot covers US English and runs for four weeks. Success means resolving 70% of order-status questions without escalation while keeping incorrect answers below 2%.

50% retained

It must answer order-status questions, but it cannot issue refunds. Customer payment details must never be included in logs. The initial pilot covers US English and runs for four weeks. Success means resolving 70% of order-status questions without escalation while keeping incorrect answers below 2%.

25% retained

It must answer order-status questions, but it cannot issue refunds. Success means resolving 70% of order-status questions without escalation while keeping incorrect answers below 2%.

One useful idea when the research moves. No noise.