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Agent Development · Quant Trading · Agentic Trading · Social Media · Advertising
🇭🇰 Hong Kong · 🐍 Pythonista · ❤️ Open Source & Geek mindset
An OPC (one-person company): I personally run the whole agent organization — every member except me is an AI Agent.
The full roster (CEO → five direct reports + three squads · 21 specialized agents) — every member with their project repo, persona name, host machine, and subprojects:
| Title · Agent project | Persona | Host machine | Subprojects (🌐 public · 🔒 private) |
|---|---|---|---|
| FullStackEngineerAgent Full-stack Engineer |
🗺️ Atlas | MacBook Air | 🌐 ghostty-launcher — one-click Ghostty terminal summon from the VSCode status bar (zero-dependency extension, macOS) 🌐 codef — CLI that opens VSCode full-screen with the target window on top (bash + osascript, macOS only) 🌐 pi — independent fork of the Pi agent harness: coding-agent CLI, agent runtime, unified multi-provider LLM API, TUI components (TypeScript monorepo) 🌐 ghostty — independent fork of the Ghostty terminal: v1.3.1 baseline + clipboard-image-paste patch, cloud-built via GitHub Actions 🌐 mp4-player — VSCode video player: plays videos with audio in an editor tab; bundled ffmpeg WebAssembly for decoding & conversion |
| QuantStrategistAgent Quant Strategist |
📐 Mark | Mac mini | 🌐 gridtrader — grid-trading strategy development & backtesting (Python / backtrader) 🌐 Intraday — intraday-scale strategy research: order-flow (mbo) features, minute-level ML signals, walk-forward validation (Python) 🌐 Swing — day-K trend-following strategy: fully documented, 20-year × 37-stock backtest (public component of QuantStrategistAgent, split out 2026-09-12) |
| ExecutiveAssistantAgent Executive Assistant |
👩💼 Kit | MacBook Air | 🌐 xhqing — this profile repository 🌐 copybridge — macOS clipboard bridge: paste files copied in the VSCode explorer into Finder / WeChat / any app (fixes VSCode's private clipboard format) |
| SocialMediaManagerAgent Social Media Manager |
🥂 Gatsby | MacBook Air | 🔒 xhs-mentor-scam — material for a RedNote anti-scam video project on paid mentoring / coaching scams (private repo) |
| DayTradingAgent Day Trader |
📈 Victor | MacBook Air | 🌐 TradingProofs — machine-checked Lean 4 + Mathlib proofs for fixed-fraction trading math (compounding growth, strong law, Kelly optimal f*) |
| NetOpsAgent NetOps Engineer |
🌐 Hermes | MacBook Air | 🌐 XPilot — Xray-core proxy-node manager CLI (Python) |
| BackendEngineerAgent Backend Engineer |
🔨 Anvil | MacBook Air | 🌐 CC-BRIDGE — Claude Code upstream bridge framework (Node.js) |
| NeuralCoreAgent AI Algorithm Engineer |
🧠 Ada | MacBook Air | 🌐 AgentCortex — deep-reasoning engine rules (Infinite / Rapid / Incisive) |
| ApplyOptimizerAgent Apply Optimizer |
🎯 Hopkins | MacBook Air | — |
| LegalAgent Legal Agent |
⚖️ Justin | MacBook Air | — |
| cuAgent Computer Operator |
🖱️ cuAgent | MacBook Air | — |
| ProductStrategistAgent Product Strategist |
🧭 Scout | MacBook Air | — |
| ProductProducerAgent Producer |
🛠️ Wright | MacBook Air | — |
| SiteBuilderAgent Site Builder |
🏗️ Mason | MacBook Air | — |
| GrowthMarketerAgent Growth Marketer |
📣 Buzz | MacBook Air | — |
| DigiVendAgent Sales Ops |
💰 Vendy | MacBook Air | — |
| DataAnalystAgent Analyst |
📊 Echo | MacBook Air | — |
| PatchClaudeAgent Patch Maintainer |
🔧 Tinker | MacBook Air | — |
| CapabilityManagerAgent Capability Steward |
🧰 Prometheus | MacBook Air | — |
| DeviceStewardAgent Device Steward |
🖥️ Alfred | MacBook Air | — |
| TestEngineerAgent Test Engineer |
🐞 Hopper | MacBook Air | — |
The team is organized into three squads by domain, with five direct reports outside them all:
- 👩💼 Kit (Executive Assistant) — direct report, not in any squad. The owner's first assistant and the team's generalist: picks up and handles almost anything — not a deep specialist in a single domain, but a multi-skilled all-rounder who manages whatever comes along.
- 🥂 Gatsby (Social Media Manager) — direct report, not in any squad. Runs the owner's own WeChat community "AI前沿跨界交流群" (an AI-frontier, cross-industry exchange group): ideas, rules, topic calendars and retrospectives come from the agent; the owner guides and executes. Private community only — public-channel marketing stays with Buzz.
- 🎯 Hopkins (Apply Optimizer) — direct report, not in any squad. Owns the full work-intake loop: gig & job hunting, application engineering (proposals & résumés), funnel tracking (application → reply → talk / interview → win / offer), pricing & salary tests — making the applications convert.
- ⚖️ Justin (Legal Agent) — direct report, not in any squad, serving all squads cross-team. Owns everything contracts-and-payments across the whole team: contract drafting, staged-payment design, due diligence, evidence chains, dispute response.
- 🖱️ cuAgent (Computer Operator) — direct report, not in any squad. A dedicated computer-use agent: it operates the local computer GUI for the user (reading screens, clicking, typing, dragging) through the computer-use MCP, scoped to its own project.
- 🛍️ Digital-product sales squad — the six-stage pipeline (Scout → Wright → Mason → Buzz → Vendy → Echo) turns one-time work into recurring passive income — see the dedicated section below.
- 📈 Investing & trading squad — Mark develops and backtests quant strategies; Victor is the day trader.
- 🧰 Infrastructure squad — Tinker patches CC (Claude Code) after every extension upgrade; Prometheus open-sources the capabilities the whole team shares (global CLAUDE.md, skills, rules); Hermes handles networking; Anvil handles backend development; Atlas handles full-stack projects; Ada covers AI Agent algorithms and reasoning engines; Alfred manages device resources (local Mac / remote servers / cloud machines); Hopper guards every software project with a regression safety net — test cases written before development, CI red-light gate before merge.
Running an end-to-end digital-product business: research → produce → build → traffic → sell → analyze. 🔁 A growing roster of single-purpose AI Agents; six of them form this artifact-relay pipeline, turning one-time work into recurring passive income.
How the pipeline hands off — six AI Agents pass artifacts down the line:
- 🧭 Scout sizes up trends, market, rivals and profit potential → an Opportunity Report (what to sell, to whom, at what price) → Wright.
- 🛠️ Wright turns the report into a finished product — Prompt packs, templates, ebooks, assets → Mason.
- 🏗️ Mason builds the storefront — independent site, landing pages, payment integration — and hands off ready-to-sell buy links → Buzz.
- 📣 Buzz repackages it into channel-specific traffic content with buy links (X · IG · YouTube · RedNote · Zhihu · Bilibili, etc.) → Vendy.
- 💰 Vendy lists, prices, fulfills and supports across storefronts, closing the sale → sales data → Echo.
- 📊 Echo attributes results to decisions and folds lessons into a playbook → feeds back to whichever pipeline stage needs it · 🔁 closing the loop.
The interesting part is not the roster — it's the machinery between the agents:
- 📦 Artifact handoff. Work moves between agents as defined deliverables, not chat: Scout's Opportunity Report feeds Wright's product build, Mason's storefront (site, landing page, or payment setup) hands Buzz ready-to-sell links, Vendy's sales data lands in Echo's attribution engine. Each agent owns an output contract; the pipeline is the sum of those contracts.
- 🧰 Shared capability layer. One agent (Prometheus) stewards the capabilities every agent runs on — global skills, rules, and CLAUDE.md — from a single authoritative source, with an open-source mirror as the distribution channel. A fix lands once and ripples to all 20+ agents.
- 🧠 Reasoning as infrastructure. Specialized reasoning-engine rules (Infinite / Rapid / Incisive, by Ada) plus an evaluation system sit under every agent's thinking — reasoning depth is treated as shared infrastructure, not per-agent improvisation.
- 🐞 Quality gates with separation of powers. Development agents hold implementation rights, Hopper holds test-case definition rights, and CI holds the final say — developers can't bend test cases to fit their implementation, and "fix A, break B" gets stopped before merge, not after.
- ⚖️ Contracts & payments as a first-class function. Justin structures staged payments, due diligence and evidence chains for anything the org sells or signs — the org treats legal/payment design as an engineering discipline, not an afterthought.
By the numbers: 20+ specialized agents · 3 business squads · 5 direct reports · 6 pipeline stages · 200+ public repositories.
If my open-source work helps you, consider sponsoring — this keeps me motivated to keep creating more and better AI Agents and other Projects.
⭐ Star the repos you like · 🔱 Watch the team grow




