Description

1. **WB-XHS-Monetization-Backsolve Integration:** This involves working backward from the monetization path of a Xiaohongshu account, analyzing account positioning and content direction. It includes yanliudreamer's timing judgment, personal IP strategy, long-term communication skills, and 10-20 verification strategies. It also includes the visual director's assessment that "different trust paths require different visual trust." The core change is moving beyond simply asking "how to monetize," to answering "why now, why you, can you continue this long-term, and what visual trust needs to be built." 2. **WB-XHS-Low-Follower-Pattern Integration:** This involves analyzing a low-follower, high-data sample on Xiaohongshu. It includes yanliudreamer's click-through rate × dwell time × interaction rate, and five types of underlying user needs. It also includes dbskill's benchmarking filtering, analysis of dissemination reasons and resonance mechanisms. The visual director's cover composition, main visual, page rhythm, and mobile readability checks are also included. The core change is moving beyond simply imitating sample formats, focusing on determining which data aspects are effective and which content and visual mechanisms can be transferred. 3. wb-xhs-account-profile integration: Xiaohongshu's account profile and long-term memory. yanliudreamer's trust assets, personal IP story, persona verticality, and comment/private message feedback. dbskill's personal language samples, credible evidence, and AI-powered writing style calibration. Visual director's visual identity comprised of aspect ratio, color, font, components, and disabling anti-patterns. Core change: Account profiles are upgraded from static style descriptions to a continuously updated "trust business card + content and visual memory." 4. wb-xhs-topic-bank integration: Xiaohongshu's topic selection matrix and title formula. yanliudreamer's five types of user needs and the three questions before posting. dbskill's title triggers, hard title checks, and traceable trigger reasons. Visual director's cover hooks, main visual direction, information density, and page number suggestions. Core change: Topic selection is no longer just about generating titles, but simultaneously providing user needs, content promises, and briefs that can be handed over to visual production. 5. wb-xhs-humanize-compliance integration: Xiaohongshu's initial draft calibration and pre-release checks. dbskill's hooks, single core mechanism, diagnosis before rewriting, and 5-second introduction. Visual director's 6-8 page image-text structure, information hierarchy, and mobile readability. Core change: De-AI-sounding is not just about colloquial language, but about making content feel more human, easier to read, and clearly break it down into image-text pages. 6. wb-xhs-schedule-review integration: WorkBuddy's first 10 items, 7-day, and 30-day scheduling and review loop. yanliudreamer's system profiling, 10-20 item verification, and post-viral follow-up. dbskill's status recording and conclusion writing mechanism. Visual director's master template, visual confirmation image, final image, and visual review nodes. Key Changes: Scheduling now includes not only release dates but also content and visual production; it only preserves visual constraints and does not replace visual routing or image delivery. 7. wb-xhs-visual-router Integration: Includes existing titles, pages, and visual constraints generated from topic selection, revisions, and scheduling in this project. New additions include shared Visual Briefs, factual boundaries, actual running status, and QA record conventions. Key Change: Visual requests now have a single entry point; it first completes the cover title, evidence, and factual boundaries before routing to the corresponding experts, preventing "image tools not yet called" from being marked as delivered images. 8. wb-xhs-cover-anchor Integration: Information density × visual anchors from ponyodong2026/ponyo-cover-anchor-system; four types of templates: conflict/number/screenshot/emotion; old cover diagnosis and completion prompts. Includes a doodle-style outline for lifestyle covers, a sun-drenched film collage with white outline variations, and 3:4 thumbnail readability rules. Xiaohongshu's Fact Boundaries: Numbers, screenshots, cases, and main content are only used when confirmed or authorized. Core Change: The cover is not just a title skeleton, but a publishable complete cover and a quantifiable diagnosis; even in the absence of evidence, credible titles and compositions are retained, and unverified data, cases, or results are not presented as facts. 9. wb-xhs-xiaohei-illustration Integration: The little black character from helloianneo/ian-xiaohei-illustrations, 16:9 text illustrations, shot lists, white-background hand-drawn illustrations, and bizarre cognitive metaphors. Pure white background, thin black lines, a few red, orange, and blue annotations, and QA stating "Little Black must undertake the core actions." Core Change: Transform the judgments, processes, states, and metaphors in the article into easily readable text illustrations; retain MIT source attribution, recreate the metaphors of each image, and do not copy example images or compositions. 10. Integration of wb-xhs-material-illustration: This integrates the materialized central illustration diagram, semantic redrawing of charts, and the division of labor between supplementing facts and outer cards in op7418/guizang-material-illustration. It covers mechanisms, processes, loops, hierarchies, comparisons, charts, and objects, arrows, sub-labels, and explanatory components extracted from the central diagram. Key changes: First, a wide central diagram clearly explains the relationships or data, then reusable components are developed; simultaneously, when "materials + cover" are needed, the precise title of the cover is confirmed first, then both types of deliverables are completed separately.