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The description rule in buildQuickCreatePrompt() instructed the agent to "always provide a rich, self-contained description" and "spell out what needs to be done", which caused the agent to fabricate detailed product specs, implementation phases, and design decisions from a one-line input. Replace with a faithfulness-first rule: enrich with factual context (fetched PR details, linked resources) but never invent requirements, design decisions, or constraints the user did not express. Fixes MUL-1605