Marketing & Growth Workflows

Audit digital marketing performance across analytics, websites, apps, funnels, attribution, paid and organic channels, CRM, retention, private-domain operations, and AI marketing workflows. Use for GA4/GTM, 转化分析, ROI/ROAS, CAC/LTV, 数据看板, 归因, 增长诊断, 落地页, or 30/60/90-day growth planning.

Create and edit Bento presentations — single-file .bento.html decks whose document is plain JSON in a "bento-doc" script block. Use whenever the user wants a slide deck or presentation: starting from NOTHING (it downloads the latest Bento app from bento.page automatically), from source material, or by improving an existing .bento.html. Maps content to the right feature (charts, morph transitions, state slides, ken-burns, motion paths) instead of static text slides, then writes the document JSON in place. Full schema + recipes at https://bento.page/agents.md.

Create, rewrite, and diagnose evidence-based marketing content for articles, newsletters, social posts, brand accounts, case studies, thought leadership, and campaign copy. Use for 内容创作, 公众号文章, 品牌内容, 营销文案, 广告文案, 案例复盘, 内容重构, 去AI味, thought leadership, or adapting one source into multiple platform-native formats.

Diagnose public-relations incidents, media controversies, negative sentiment, brand-response failures, crisis statements, and reputation recovery. Use when a user asks for crisis PR, 舆情分析, 声明撰写, 媒体沟通, 负面处理, public response, stakeholder messaging, or a 30/60/90-day reputation plan.

Analyze public creator or brand-account content and distill reusable, ethical content patterns across positioning, topics, titles, openings, structures, proof, visuals, calls to action, comments, and publishing cadence. Use for 拆解博主, 对标账号, 内容蒸馏, 账号分析, 爆款结构, 创作者研究, 内容方法论, or converting public posts into an original execution playbook.

Develop or operate GEOFlow across Laravel backend/admin/API/CLI, the default site, themes, leads, and GeoFlow Agent channel sites. Use for code changes, running-system operations, frontend or template edits, channel capability sync, legacy PHP migration, or retired yao-geoflow-cli, yao-geoflow-design, and yao-geoflow-template IDs. Discover real routes first. Excludes unrelated work, database shortcuts, invented routes, auth bypass, secret exposure, raw copying, and unapproved live or destructive actions.

Turn Chinese or English articles into coherent editorial illustration systems, shot lists, prompts, and visual QA plans. Use for 文章配图, 小红书配图, 公众号插画, editorial illustration, illustration prompts, visual storytelling, recurring character systems, or checking composition, text accuracy, hierarchy, and style consistency.

Plan and diagnose compliant organic growth across SEO, GEO/AI search, Reddit research and community participation, Product Hunt launches, SaaS cold starts, founder-led content, digital PR, and international brand discovery. Use for 出海增长, SEO/GEO方案, AI搜索可见度, Reddit营销, Product Hunt发布, SaaS冷启动, 社区洞察, 内容增长, 外链策略, or 30/60/90-day organic growth roadmaps.

Plan, diagnose, and optimize paid media across Baidu, 360 Search, Microsoft Advertising, Douyin, Xiaohongshu, WeChat Channels, search, short video, creators, live commerce, and multi-platform funnels. Use for 投放方案, SEM, 账户搭建, 冷启动, 素材测试, 出价, 定向, 预算, ROI, 直播投流, or paid-media reviews.

Plan, write, diagnose, and improve compliant Xiaohongshu posts using search intent, keyword architecture, truthful titles, useful body structure, evidence, save-worthy takeaways, and natural consultation paths. Use for 小红书内容创作, 关键词布局, 搜索流量, 图文笔记, 内容重构, 周更内容, 笔记诊断, or publishing-ready Xiaohongshu copy. Route profile-only, topic-only, title-only, comment-only, and conversion-path requests to the matching xiaohongshu- specialist skill.

Route and orchestrate end-to-end WEPR GEO projects across research, AI-search intent mining, panorama audits, knowledge assets, page and content production, platform sampling, monitoring, attribution, execution roadmaps, GEOFlow operations, and client delivery. Use when a GEO request spans multiple workstreams, platforms, quarters, or deliverables, or when the correct specialist skill is unclear.

Draft and diagnose natural Xiaohongshu comment replies, pinned comments, objection handling, discussion prompts, high-risk comment responses, and appropriate consultation invitations. Use for 小红书评论回复, 置顶评论, 评论区运营, 质疑处理, 批量回复, 人设语气, discussion continuation, or soft private-message guidance. Do not use it for a full content calendar or account diagnosis.

Design a compliant Xiaohongshu path from content discovery to profile acceptance, pinned-post trust, comments, private-message qualification, permitted store or service actions, consultation, trial, purchase, feedback, or referral. Use for 小红书获客, 私信咨询, 成交路径, 内容转化, 主页承接, 服务号转化, 产品号转化, free-tool adoption, lead qualification, or objection removal. Use xiaohongshu-profile for profile-only edits and plan-xiaohongshu-growth for full-copy writing.

Audit and rewrite a Xiaohongshu profile, including nickname, avatar description, bio, account positioning, first impression, proof, pinned-post structure, and permitted next action. Use for 小红书主页诊断, 简介改写, 昵称优化, 账号第一眼, 定位表达, 置顶笔记, profile conversion, or trust repair. Route full account launch to launch-content-account and full content-to-consultation design to xiaohongshu-conversion-path.

Route and orchestrate Xiaohongshu account, profile, topic, title, comment, content, conversion, and review tasks. Use when the user wants an overall Xiaohongshu diagnosis or workflow but is unsure whether to start with positioning, profile, topic planning, titles, full-copy execution, comment operations, or conversion design. Route clear single-purpose requests to the matching xiaohongshu- or plan-xiaohongshu-growth skill instead of duplicating their output.

Generate, diagnose, select, and rewrite Xiaohongshu post titles and cover lines for image-text posts, short videos, tutorials, comparisons, product content, service content, and search-oriented notes. Use when the user explicitly requests 小红书标题, 封面标题, 标题诊断, 标题优化, title directions, or multiple title candidates. Use plan-xiaohongshu-growth when the user also needs the full body, keywords, or a complete publishing-ready post.

Build evidence-based Xiaohongshu topic systems, series, backlogs, and 7/14/30-day calendars from account positioning, user situations, search intent, customer questions, objections, proof, production capacity, and business goals. Use for 小红书选题, 内容方向, 系列策划, 周更计划, 选题池, 内容日历, 产品种草选题, 服务号规划, or personal-IP topic planning. Route title-only requests to xiaohongshu-title and final-copy requests to plan-xiaohongshu-growth.

Use when a user provides ChatGPT web AI-search keywords, repeat count, target entity, entity type, OpenCLI profile, and crawl interval preference, then needs repeated crawls aggregated into JSON plus a Kami HTML GEO report. Not for generic crawling, ChatGPT API chat, SEO writing, or one-off answers.

Use when a user provides DeepSeek web AI-search keywords, repeat count, target entity, and entity type, then needs repeated fresh-window crawls aggregated into JSON plus a Kami HTML GEO report. Not for generic website crawling, DeepSeek API chat, SEO writing, or one-off answer generation.

Use when a user needs repeated Doubao AI-search collection from web or Android Appium into compatible JSON plus Markdown/Excel/HTML GEO reports. Requires keywords/questions and repeat count; target entity/type are required only for target-vs-competitor diagnosis. Not for generic scraping, Doubao API chat, hidden API extraction, SEO writing, high-frequency automation, or one-off answers.

Optimize an existing article or local article file into a GEO and AI-search-friendly rewrite with source-bound evidence, structure, semantic density, scoring, and change notes. Use for article rewriting and citation-readiness improvement; do not use for new articles, invented citations/data, compliance audits, ranking guarantees, or generic GEO strategy.

Use when designing a GEO Signal Monitor, AI answer monitoring system, citation tracking plan, brand-fact correction loop, GEO monthly report, alert rules, dashboard fields, or cautious attribution framework for DeepSeek, Doubao, Qianwen, Kimi, Tencent Yuanbao, and similar answer engines.

Build evidence-backed GEO brand knowledge bases from official sites, product pages, help centers, white papers, sales materials, media releases, certifications, and trusted third-party sources. Use when asked to generate reusable brand fact cards, FAQ, prohibited expressions, source indexes, prompt input packs, or Word/PDF/HTML/Markdown four-format Chinese GEO knowledge-base deliverables for Kimi, Qianwen, DeepSeek, Doubao, Yuanbao, content production, monitoring, page design, or customer-service preparation.

Diagnose a website page or small page set for GEO readiness with authoritative public evidence, systematic page analysis, code/content/schema fixes, and four-format Chinese report delivery.