These 15 marketing capabilities connect research, content, campaigns, and customer experience. The examples show my role and the work I delivered. Choose a capability to explore its application and supporting evidence.
I turn recurring content tasks into a workflow with clear inputs, deliverables, and review points. I define reusable instructions and handoffs so research, writing, and revision can continue without losing approved decisions.
For the HuiyangXie.ca Blog, I built the process from research and briefing through English editing, Chinese adaptation, and website handoff. The work produced published bilingual articles, templates, quality checks, and documented approval steps.
I develop social content around audience questions and business priorities, from topic planning to copy, visuals, and publishing preparation. I adapt each piece to the channel and check facts, offer details, and platform requirements before publication.
In education marketing, I handled day-to-day Xiaohongshu topics, copy, creative, and publishing alongside consultation work. I expanded the content beyond course promotions to include education explanations, school-district information, volunteer opportunities, and recurring family questions.
03 — Vibe Coding — AI-Assisted Product & Workflow Development
I translate marketing and business needs into requirements, user flows, and acceptance criteria for AI-assisted development. I direct implementation with Codex, test functionality and content, and refine the result through use.
My work includes the published bilingual HuiyangXie.ca website and documented marketing workflows. For Tap to Share, I define product requirements, caption-generation rules, and QA for a paid pilot with a live marketing website. I also define goals, workflows, and acceptance criteria for Opportunity Engine, which remains in development and validation.
I use search data, test outputs, and customer feedback to identify where an experience breaks down and which change to test next. I check data quality and sample limits, then turn the findings into improvement priorities and follow-up checks.
For HuiyangXie.ca, I use Google Search Console queries, impressions, clicks, and indexing information to investigate search issues. For Tap to Share, I translate test outputs, debugging evidence, and feedback into content-quality and checker revisions.
I plan customer communication around the decision at hand, whether someone is learning about an offer or considering a return visit. I prepare messages and promotional materials with clear conditions, timing, and next steps.
For Hazelnut Select Studio, I developed customer-facing communication and materials for quarterly promotions and prepaid-credit campaigns. My work in this ongoing collaboration focuses on offer communication and promotional materials.
I connect campaign goals, offers, timing, and responsibilities across customer touchpoints. I prepare customer materials and staff guidance together, check launch readiness, and adjust execution when conditions change.
At BabySquare, I coordinated website, social, and store campaigns by connecting promotion rules and sales-team briefings with banners, WeChat content, and in-store materials. I organized these deliverables into a repeatable sequence from campaign rules and staff preparation through launch.
I turn search questions into content priorities by checking intent, business relevance, and the evidence available to support an article. I group related queries, flag overlapping topics, and prepare candidates and briefs for editorial review.
For HuiyangXie.ca, I built a research process that retains raw query evidence, removes noise, and checks intent before topic selection. Its outputs include a reviewable topic backlog, supporting evidence, and overlap notes, documented in a first-party article.
I review page purpose, headings, metadata, answers, sources, and internal links to make content easier to understand and navigate. I prioritize content corrections and implementation questions, then verify the changes separately from search-performance measurement.
For HuiyangXie.ca, I defined editorial requirements and reviewed metadata, structured data, and links during the website handoff. I helped distinguish articles, cases, and workflows and exclude unpublished destinations from visitor links.
09 — Website Information Architecture & User Journeys
I organize a website around what visitors need to understand and do next. I turn business requirements into sitemaps, navigation, page roles, and connected user paths, then review the implemented experience across screen sizes.
For BabySquare’s BigCommerce rebuild, I defined business-side requirements for navigation, categories, product pages, mobile use, and checkout. I coordinated with the agency and delivered staging feedback and revision requests; the agency handled technical implementation.
I investigate the situation behind a customer request and group recurring questions by need, barrier, and decision. I separate observations from interpretation and turn the findings into content, service explanations, or program proposals.
In education marketing, parent and student consultations revealed a recurring gap between everyday English and the language needed for school Science. I researched the curriculum, mapped academic-language needs, and developed the initial ELL Science Bridge Course structure; teachers added instructional detail and taught the course, with final approval retained by the organization.
I compare existing offers, customer paths, and market evidence to identify opportunities worth testing. I connect the research to a business decision, record evidence gaps, and propose a focused next test.
For Tap to Share, I investigated the effort that remains after a customer opens a sharing link: deciding what to say, preparing media, and choosing a platform. I used that research to shape a flow with editable content and optional media; it remains a response to a market hypothesis, with commercial outcomes still to be tested.
I translate business and campaign needs into consistent messages and materials across digital, print, packaging, and physical settings. I adapt the core message to each format and coordinate content and visual direction for practical use.
For Hazelnut Select Studio, I developed the original Chinese brand name, campaign materials, shopping bags, and mobile storefront presentation. For its 2026 pearl exhibition, I recommended a dedicated display area and designed the brand panels, product information, signage, and promotional materials.
I adapt English and Chinese content to its readers and platform while preserving approved facts. I adjust tone, structure, examples, and calls to action, then compare versions for meaning and unsupported claims.
For the HuiyangXie.ca Blog, I established a workflow that uses approved English as the factual reference for a natural Chinese rewrite. I own editorial direction and final review, with published article pairs and a comparison step to check factual and meaning changes.
I make product pages clearer and more consistent so customers can understand specifications and compare options. I set standards for titles, descriptions, images, and categories, checking source accuracy and asset permissions before publishing.
At BabySquare, I defined and reviewed product-page standards during the website rebuild and ongoing publishing. A junior colleague completed much of the migration and later daily publishing; I reviewed the work and continued managing banners and promotions.
I turn content-quality feedback into observable acceptance criteria and representative test cases. I check facts, useful detail, tone, and language, record failures, and rerun relevant checks after revisions.
For Tap to Share, I translated generic, promotional, or unsupported output into requirements for permitted details, recommendation strength, and natural language. I connected those requirements to generation rules and tests, documented in the quality-standard article; customers retain control over using, editing, discarding, or publishing generated content.
Questions about these skills
How do the 15 capabilities relate to the 14 public AI Skills?
The 15 entries describe areas of marketing work: responsibilities, methods, and deliverables. The 14 public repositories document reusable AI-assisted workflows. They support parts of that work; they are not one-to-one certifications of the 15 capabilities.
What project evidence supports these capabilities?
Examples include this published bilingual website and documented reusable marketing Skills. The linked cases explain my role and delivered work. Tap to Share has a live marketing website and is in a paid pilot with ongoing iteration; Opportunity Engine is still in development and validation.
What is my role in AI-assisted development without a coding background?
I come from a business education background, with no prior coding background. I define requirements, user flows, and acceptance criteria; guide AI-assisted implementation; and test functionality and content, investigate problems, and iterate on the tools.
Can I reuse these Skills or use them commercially?
Check each repository’s README, LICENSE, and any upstream licenses for its terms and attribution requirements. Public access does not mean unrestricted commercial use. This page does not grant new permissions or change any license.
Where should recruiters and Skill users start?
Recruiters can start with the case studies: the problem, my responsibilities, deliverables, and project stage. If you want to use a Skill, first read its purpose, required inputs, examples, and limitations, then check its use terms.