I am Jarven, writing in Chinese as 雪里寻花.
我用 雪里寻花 这个名字写中文长文，也在 GitHub 上沉淀一些公开工具、知识库和 AI 协作流程。
My work sits at the intersection of power markets, investment research, structured knowledge, and AI-enabled workflows. The common thread is not simply coding, but making complex systems more legible, operable, and reusable.
我长期关注的问题不是“写一段代码”本身，而是：如何把复杂系统里的信息不对称、决策压力和经验碎片，转化为可以复盘、可以验证、可以复用的认知框架与工具系统。
From disorder to structure, from structure to tools, from tools to better decisions.
从混沌到结构，从结构到工具，从工具到更好的决策。
- Decode complex systems: power markets, commodities, equities, job markets, and knowledge domains
理解复杂系统：电力市场、商品期货、股票估值、职业市场与知识体系 - Build analytical frameworks that can survive real-world decisions
把分析框架做成能经受真实决策检验的东西 - Turn research into dashboards, scripts, datasets, notes, and agent skills
把研究沉淀成看板、脚本、数据集、笔记和 AI agent skills - Use AI as a leverage layer for thinking, synthesis, and workflow automation
把 AI 当作思考、综合与流程自动化的杠杆，而不是简单的问答工具
| Project | What it represents / 它代表什么 |
|---|---|
| xuelixunhua-s-skills | A personal AI capability layer: Codex skills for thinking, research synthesis, web access, writing, and knowledge workflows. / 个人 AI 能力层，把思考、研究、网页访问、写作和知识管理沉淀成可复用 skill。 |
| career-intelligence-copilot | A job-market intelligence workflow: real postings, normalized datasets, company screening, and resume reverse-engineering. / 求职情报系统：从真实岗位到数据集、公司筛选和简历反推。 |
| huya-youth-plus-travel-notes | A creator-content knowledge base for travel, geography, history, routes, and regional understanding. / 从旅行视频中整理路线、地理、历史和区域理解的知识库。 |
| clothing-brand-research-notes | Consumer research as a decision framework: brands, categories, materials, use cases, and buying logic. / 把服装品牌研究整理成品类、面料、场景和购买逻辑。 |
| stock_DCF | A legacy valuation notebook project with DCF models and financial-statement analysis notes. / 早期股票估值项目，用 Notebook 实现 DCF 与财务报表分析思路。 |
| markdown-css-lab | A publishing lab for moving Markdown into WeChat articles, PDFs, and research documents. / Markdown 排版与发布实验，用于公众号、PDF 和研究笔记。 |
- Power markets / 电力市场: trading strategy, settlement review, market rules, policy interpretation, and decision support systems
- Investment research / 投资研究: valuation, factor research, commodity fundamentals, and market-cycle thinking
- Knowledge systems / 知识系统: long-lived notes, research frameworks, video-to-knowledge pipelines, and personal archives
- AI workflows / AI 工作流: Codex skills, browser automation, data cleaning, report generation, and agent-assisted research
- Chinese writing / 中文写作: long-form essays under 雪里寻花, connecting research, work, life, and systems thinking
- Structure before expression: a good output begins with a stable internal framework.
先有结构，再有表达。好的输出来自稳定的内部框架。 - Decision over decoration: tools should help people see, compare, decide, and review.
工具不是装饰品，它应该帮助人看清楚、比得动、做得出、复得了盘。 - Domain judgment first, code as leverage: code is most valuable when it carries real domain understanding.
领域判断在前，代码是杠杆。没有领域理解的自动化，只是更快地制造噪音。 - From one-off work to reusable systems: every repeated task is a candidate for a workflow, script, or skill.
从一次性劳动走向可复用系统。凡是反复出现的问题，都值得沉淀成流程、脚本或 skill。
雪里寻花 is where I write in Chinese.
GitHub is the workshop: tools, workflows, public examples, and reproducible structures.
公众号和长文写作则更像是书房：研究、观察、复盘、生活经验，以及那些还没有产品化但值得慢慢打磨的想法。