小红书初稿去 AI 味与发布检查

Runtime bootstrap and update gate

Before using any external program, browser automation, package, API client, or local script, apply ../RUNTIME_UPDATE_POLICY.md. Check the current version, automatically install or update a missing or outdated dependency to the latest stable supported version, run its diagnostic, and only then continue. Text-only work needs no installation. Never use sudo or claim success without verification.

R — 原文

"去 AI 味，这步不能省。"

— 文子, X Article, 2026-07-06

"爆款不是信息密度，而是：清晰 + 易吸收。"

— yanliudreamer, X Article, 2026-07-04

I — 方法论骨架

AI 初稿的问题通常不是结构不完整，而是太整齐、太概括、太像正确答案。小红书内容需要个人经历、具体场景、口语节奏和可感知细节。