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Remove defensive writing from a draft: unnecessary caveats, disclaimers, hedges, apology-like framing, self-limiting negations, and over-explanations added to pre-empt an imagined critic, while preserving the scope, accuracy, safety, ethical, legal, and methodological limits that are load-bearing. Runs at the rhetorical-posture layer, after the claim hierarchy and the integrity audits are settled and before the final sentence pass. Load when a draft reads hedged, over-caveated, apologetic, verbose, or timid, when a paragraph opens with a limitation, when the text keeps saying what it does not claim, or on request: make it more direct, more confident, less defensive, cut the hedging, 防御性写作, 太多免责, 写得太怂, 太啰嗦, 删掉多余的限定, 让语气更肯定, 别老说自己不主张什么.

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The ZAP by Checkmarx Core project