Walk a maker/checker loop

Quality loop Your agent drafts vendor-risk summaries for contracts between $10,000 and $50,000. The output is polished, but reviewers keep finding unsupported claims. The problem is not writing quality. It is unverified confidence. Maker/checker Generate, verify, revise, cap A maker creates the artifact. A checker independently tests it against criteria. The loop revises only within a fixed limit. No criteria, no checker The checker must know what failure means. Higher quality without endless refinement. Verification is a workflow, not a vibe. 01 Criteria 02 Independence 03 Cap Step 1 The checker needs instructions.

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