What problem does it solve? It prevents humans from approving Loopbench contracts or human gates without understanding the decision, by enforcing a structured explain-then-verify workflow before any acceptance is recorded. ## Core Features & Use Cases - Bounded comprehension packets: Reads loopbench comprehension packet output as the source of truth for the decision's purpose, choices, evidence, and limits. - Learning modes: Follows the contract's declared mode — off (no questions), light (one explicit confirmation), or deep (decision-mapped quiz with grading and score recomputation). - Record integrity: Stores memos and quizzes via loopbench comprehension record, refuses to infer ambiguous answers, and supports comprehension invalidate to revoke records made without a real human answer. - Use Case: Before accepting a contract that changes a paid external service, the skill explains the tradeoffs, asks decision-relevant questions, grades the answers, and records a verified pass. ## Quick Start Ask the AI to run the comprehend-contract workflow for a task by reading its comprehension packet and walking you through the explanation and confirmation before acceptance.