DAPHNETXG
Creator of SEO Judgment Automation (SJA), MomOS, and Node Systems Engineering (NSE) — judgment-layer systems for humans.
PKU-trained writer & systems architect building explainable decision frameworks, trustworthy automation architectures,
and search assets that compound.
Daphne (张欣琪 · DAPHNETXG) designs judgment systems — frameworks that help humans decide what to do next under real-world constraints. Her work sits at the intersection of AI, cognition, narrative design, and long-term digital leverage.
What she builds: a decision layer that turns “a lot of SEO advice” into one prioritized next move — with a clear explanation of why now, and why not something else.
She is the creator of SEO Judgment Automation (SJA), a methodology that reframes SEO from checklist execution into decision-making under constraints. Instead of asking “what should I do more of,” SJA asks: What is the next highest-leverage move, and why now?
SJA serves as the judgment framework behind her upcoming SEO audit service.
The audit is not a generic report or tool output —
it is an applied engine designed to prioritize actions rather than overwhelm teams with tasks.
SJA is the judgment framework. The audit is one of its applied engines.
Her flagship project MomOS applies the same systems logic to emotional labor. It is an AI-driven emotional buffer designed for high-functioning daughters in traditional families — focused on sustainable emotional architecture instead of short-term coping hacks.
Node Systems Engineering (NSE): a practical engineering framework for building
trustworthy automation systems — where Node.js builds the decision core, and
Google Apps Script (GAS) acts as the glue.
No black boxes. No “drag-and-pray.” Just systems you can explain, debug, and evolve.
NSE is not “automation tips.” It’s the engineering layer that makes automation trustworthy: systems that remain understandable after six months, diagnosable under failure, and evolvable without fear. If you build real business systems (not demos), this is the difference between a workflow and an asset.
She graduated from the School of Journalism and Communication, Peking University, majoring in Advertising. That training in narrative, persuasion, and media logic underpins her systems work: every workflow communicates priorities, and every system shapes behavior.
As a writer, her work has been featured in Chinese media. Under her Chinese name 张欣琪, she published a long-form piece on documentary and commerciality — “《Tinder诈骗王》：商业性是纪录片原罪吗？” — with The Paper · New Youth Film Night航船 .
As an educator and systems builder, she teaches creators and B2B operators how to turn expertise into long-lived search assets and automated business engines — with a long-term focus on infrastructure for solopreneurs.
She is also the founder of Xamiya Wedding, a boutique wedding invitation brand known for high-touch creative direction and quietly robust operations.
Across all projects, one theme persists: using thoughtful systems to give humans back their time, clarity, and agency.