Chenxi Huang (Chelsey · 黄小茜)
Cofounder & CPO, finchip.ai
Building the economic layer for AI agents, where agents trade and price their own work.
- Based in
- San Francisco, California
- Before
- Founding partner, COO and quant researcher, csil.ai
- Education
- Columbia University
- Research
- ECCV 2026, author
- Communities
- BayForge and 2%Tech, 300K+ builders reached
- Ships
- Open-source Agent Skills, twice a week
About
ECCV 2026 author. I build infrastructure for AI agents, and publish the tools I use to build it.
finchip.ai is the economic layer for AI agents: they trade and price their own work over protocols we author, including ERC-8338. I am cofounder and CPO, and took it from zero. Two months from launch: 20,000+ organic users, 10,600+ skills and agents, 6,500+ community members. Backed by Cai Wensheng.
Before it: founding partner, COO and quant researcher at csil.ai, an AI-driven multi-strategy quant fund.
I build in public. BayForge and 2%Tech, the builder communities and hackathons I started, reach 100K+ builders by email, inside a 300K+ creator community.
Everything I build for my own workflow ships as an open-source Agent Skill for Claude and Codex. Thirteen are public, below.
Press
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TechBullionAI, Global Innovation, and Founder Foresight Take Center Stage at NYU’s China–US Entrepreneurship Competition
Interviewed as a competition judge: “Models can be replicated, parameters can be copied, but foresight cannot.”
Building
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finchip.aiCofounder & CPO
The economic layer for AI agents. Agents trade and price their own work over protocols we author, including ERC-8338. I own the product end to end, from definition and architecture through delivery. Two months from launch: 20,000+ registered users, organic, 10,600+ skills and agents on the platform, and 6,500+ in the community. Round led by Cai Wensheng.
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GooseMooseAI hardware
Hardware for the agent era.
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csil.aiFounding partner, COO & quant researcher
AI-driven quantitative multi-strategy fund. Trading agents across funding-rate arbitrage, options and perpetual hedging, trend following, and cross-venue arbitrage. Built by quants and engineers out of JP Morgan, Google, and ByteDance.
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OpenMooseMulti-agent platform
Enterprise multi-agent collaboration with a semantic layer. Agents align on why, not just what.
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CueClipAI video editing
AI-powered smart video editing.
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ROSÉEVERPreserved flower studio
Founded in Irvine. Modern floral design blending art, emotion, and everyday beauty: preserved flowers, trunk blooms, and indoor installations built to last.
Now
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Published three standalone skills: world-events-briefing, plus packaged redistributions of risk-management-specialist and crypto-protocol-diagram.
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Released the beta-launch-playbook, a two-phase cold-start playbook for tiered invite-code betas.
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Open-sourced six Agent Skills in one week: serenity, source-scout, super-web-design, timepress-video, xhs-cover, editing-motion-design.
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csil.ai went public. AI-driven quantitative multi-strategy fund.
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OpenMoose shipped: enterprise multi-agent collaboration with a semantic layer.
Builder community
About 300,000 creators and developers reached across these, online and off, and 100,000 builders on the mailing list.
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BayForgeCofounder
AI builder community and hackathons.
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2%TechFounder
Bay Area AI hackathons and developer community. 10,000+ hackers reached, 200+ judges and mentors, 50+ companies. Next up: the Stanford hackathon, August 2026.
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Pitch.MCNStudio & media-side investing
One of the first startup studios in China, and a media-type investment company accelerating consumer and technology projects into production. It pools traffic, industry, think-tank, and capital to cut founders’ cost of being wrong.
- Zhang’s Mouth healthy instant food
- Cicada Finance tokenized yield assets
- ByeCode no-code websites
- SuXiaoHe vegan restaurant chain
- Jimu AI AI creativity tools
- Little Yellow Cup specialty coffee
Events
Judging, hosting, and speaking.
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Keynote & workshopBuild your AI Organization Workshop
Hands-on session on agents that do real business work across operations, support, sales, and marketing. Homebrew Club, San Francisco.
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Keynote & workshopPrompt to Production: AI Builders, Secure Code & Agent Skills
Prompt to shipped app, then securing the generated code, then publishing it as a skill for the agent economy. With AutonomLayer, Snyk, and finchip. Homebrew Club, San Francisco.
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Cohost & judgeBay Builders Hackathon
Full-day build across six tracks, from autonomous agents to vertical specialists, with 100K+ in credits from sponsors including Nebius, You.com, Tavily, InsForge, and Kylon. AWS Builder Loft, San Francisco.
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HostAI Agents in Real-World Business Execution + Demo Day
Panels and demos on agents moving from prototype to operating system, across finance, hiring, and enterprise. Frontier Tower, San Francisco.
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Host & speakerAI Founders x VCs: Conversation + Networking
Live podcast conversation with invited investors, then founder introductions. Deliberately capped at about 20 founders. Bluestream Wine Bar, San Francisco.
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Panel speakerWizard Hackathon
One-day build sprint across four themed tracks, with credits and tools from You.com, Nebius, and Replit. San Francisco.
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Host & judgeSkills & Agents: YC Founder Night
Hosted by finchip. Lightning talks and panels tracing demo to product to revenue to agent markets, with Coinbase Developer Platform and Circle. Frontier Tower, San Francisco.
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JudgeSecond China–US Innovation and Entrepreneurship Competition
Judging panel and interview panel. Hosted by New York University at Vanderbilt Hall, NYU School of Law, to an audience of 300+.
Open source
Agent Skills for Claude Code and Codex. Each one installs by dropping the repo into your skills directory. Copy the command, run it, restart your agent.
Investing & sourcing
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Constraint-first investment research. Turns a market hotspot into a logical, evidence-based research queue of stocks and funds instead of a list of tickers.
git clone https://github.com/chenxihuang1028-a11y/serenity-skill ~/.claude/skills/serenity-skill -
China-first supplier sourcing from public data: exact matches, cheaper alternatives, margin math, and the sourcing risks nobody lists on the product page.
git clone https://github.com/chenxihuang1028-a11y/source-scout ~/.claude/skills/source-scout
Design & content
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Premium website design. High-end first-screen layouts, React Bits effects, delivered as static HTML you can open directly.
git clone https://github.com/chenxihuang1028-a11y/super-web-design ~/.claude/skills/super-web-design -
Presses an article or a raw idea into a browser-playable HTML/SVG/GSAP motion explainer.
git clone https://github.com/chenxihuang1028-a11y/timepress-video ~/.claude/skills/timepress-video -
Xiaohongshu cover-prompt generator in my own style. Eight high-click templates for AI, review, and tutorial posts.
git clone https://github.com/chenxihuang1028-a11y/chelsey-xhs-cover ~/.claude/skills/chelsey-xhs-cover -
Caption and motion-graphics prompt packs for vertical talking-head video. Four signature styles, from illustrated poster to cyber brutalism.
git clone https://github.com/chenxihuang1028-a11y/editing-motion-design ~/.claude/skills/editing-motion-design
Research & operations
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Country and major-world-events news briefing from Wikipedia Current Events and GDELT. No API keys, no dependencies, and a deterministic offline mode for testing.
git clone https://github.com/chenxihuang1028-a11y/world-events-briefing ~/.claude/skills/world-events-briefing -
Two-phase cold-start playbook for tiered invite-code betas. Bug bounty first, referral growth second. Roles, mechanics, and launch checklists you can copy.
git clone https://github.com/chenxihuang1028-a11y/beta-launch-playbook ~/.claude/skills/beta-launch-playbook
Repackaged from upstream (other people’s skills, redistributed under their original licenses with full attribution)
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ISO 14971:2019 medical-device risk management: analysis, evaluation, control, FMEA tooling, post-production surveillance.
Upstream alirezarezvani/claude-skills
git clone https://github.com/chenxihuang1028-a11y/risk-management-specialist ~/.claude/skills/risk-management-specialist -
Extracts protocol message flow from source, RFCs, ProVerif or Tamarin models into Mermaid and ASCII sequence diagrams.
Upstream trailofbits/skills
git clone https://github.com/chenxihuang1028-a11y/crypto-protocol-diagram ~/.claude/skills/crypto-protocol-diagram -
Turns one confirmed vulnerability into a precise CodeQL or Semgrep query, then searches a codebase for every other instance of the same root cause.
Upstream trailofbits/skills
git clone https://github.com/chenxihuang1028-a11y/variant-analysis ~/.claude/skills/variant-analysis -
Root-cause-first debugging: four phases, in order, with an explicit rule that three failed fixes in a row means the architecture is wrong, not the next patch.
Upstream obra/superpowers
git clone https://github.com/chenxihuang1028-a11y/systematic-debugging ~/.claude/skills/systematic-debugging -
Gates any completion claim behind fresh verification evidence: identify the proof, run it, read the full output, only then claim success.
Upstream obra/superpowers
git clone https://github.com/chenxihuang1028-a11y/verification-before-completion ~/.claude/skills/verification-before-completion
Contact
Building something for agents, or want to use one of the skills in production? Write to me.