Description

1. wb-xhs-monetization-backsolve Integration: Reverse engineering the monetization path, account positioning, and content direction for Xiaohongshu accounts. yanliudreamer's timing judgment, personal IP route, long-term expression ability, and 10-20 validation ideas. Visual Director's judgment that 'different trust paths require different visual trust cues'. Core change: Instead of just asking 'how to monetize', it also answers 'why now, why you, can you keep talking long-term, and what visual trust needs to be built'. 2. wb-xhs-low-follower-pattern Integration: Analysis of low-follower high-engagement samples on Xiaohongshu. yanliudreamer's click rate × dwell time × interaction rate, and five types of user underlying needs. dbskill's benchmark filtering, propagation reasons, and resonance mechanism judgment. Visual Director's cover composition, main visual, page rhythm, and mobile readability checks. Core change: Instead of just imitating sample forms, it judges which data link is effective and which content and visual mechanisms can be transferred. 3. wb-xhs-account-profile Integration: Xiaohongshu account profile and long-term memory. yanliudreamer's trust assets, personal IP story, persona consistency, and feedback from comments/DMs written back. dbskill's personal language samples, credible evidence, and AI style calibration. Visual Director's frame, color, font, components, and anti-patterns forming visual identity. Core change: Account profile evolves from a static style guide to a continuously updated 'trust business card + content and visual memory'. 4. wb-xhs-topic-bank Integration: Xiaohongshu topic matrix and title formulas. yanliudreamer's five user needs and three pre-posting questions. dbskill's title triggers, strict title checks, and traceable trigger reasons. Visual Director's cover hook, main visual direction, information density, and page count suggestions. Core change: Topics not only generate titles but also provide user needs, content promises, and a brief ready for visual production. 5. wb-xhs-humanize-compliance Integration: Xiaohongshu draft calibration and pre-publish checks. dbskill's hooks, single core mechanism, diagnose before rewrite, and 5-second opening. Visual Director's 6-8 page image-text structure, information hierarchy, and mobile readability. Core change: Removing AI feel isn't just about conversational tone; it makes content more human, easier to finish, and clearly divisible into image-text pages. 6. wb-xhs-schedule-review Integration: WorkBuddy's first 10 posts, 7-day, and 30-day scheduling and review cycle. yanliudreamer's system profile, 10-20 validation, and deepening after a hit. dbskill's status recording and conclusion writing back. Visual Director's master template, visual approval images, final images, and visual review nodes. Core change: Scheduling not only arranges posting times but also content and visual production; it saves visual constraints but does not replace visual routing or image delivery. 7. wb-xhs-visual-router Integration: Existing project outputs from topic selection, revision, and scheduling: titles, pages, and visual constraints. New additions: shared Visual Brief, fact boundaries, real runtime status, and QA recording conventions. Core change: Visual requests have a single entry point; it first fills in cover titles, evidence, and fact boundaries, then routes to the appropriate expert, without writing 'image tool not yet called' as delivered images. 8. wb-xhs-cover-anchor Integration: ponyodong2026/ponyo-cover-anchor-system's information density × visual anchor, conflict/number/screenshot/emotion four template types, old cover diagnosis, and completed cover prompts. Lifestyle cover variations: doodle outline fresh, sunlight film collage white outline, and 3:4 thumbnail readability rules. Xiaohongshu fact boundaries: numbers, screenshots, cases, and subjects only used when confirmed or authorized. Core change: Cover is not just a title skeleton but a publishable finished cover with quantifiable diagnosis; when evidence is missing, it still retains a credible title and composition, never drawing unverified data, cases, or results as facts. 9. wb-xhs-xiaohei-illustration Integration: helloianneo/ian-xiaohei-illustrations' Xiaohei character, 16:9 body illustrations, shot list, white background hand-drawn style, and grotesque cognitive metaphors. Pure white background, black thin lines, limited red-orange-blue annotations, and QA that 'Xiaohei must perform the core action'. Core change: Convert judgments, processes, states, and metaphors in articles into instantly readable cognitive illustrations; retain MIT source attribution, recreate each illustration's metaphor, and do not copy existing images or compositions. 10. wb-xhs-material-illustration Integration: op7418/guizang-material-illustration's materialized central explanatory images, chart semantic redrawing, reference-only facts, and outer card division of labor. Mechanisms, processes, cycles, hierarchies, comparisons, charts, and components extracted from central images: objects, arrows, badges, and explanatory parts. Core change: First let a wide central image explain relationships or data, then extract reusable components; when both 'material' and 'cover' are needed, first confirm the precise cover title, then complete both deliverables separately.