docs(#1578): rebase B2+B3 agent prompt changes
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.changeset/clever-cats-roar.md
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**gsd-ui-checker gains an adversarial FORCE stance (LLM-playbook principle 16)** — the only verdict-producing critic that lacked one now resists rubber-stamping UI-SPEC contracts, with BLOCK/FLAG/PASS classification. Based on arXiv 2505.23840 (third-person objective persona), 2506.04975 (objective-not-hostile persona).
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**Extraction discipline for strict-format agents (LLM-playbook principle 8)** — gsd-doc-classifier and gsd-doc-synthesizer apply taxonomy/precedence rules directly without inventing content, reducing reasoning-induced format drift. Based on arXiv 2504.05081 (few-shot beats CoT for pattern tasks), 2506.00069 (terminal instruction placement), 2505.14810, 2505.11423.
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