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KuaaMU/README.md

Hi, I'm KuaaMU 👋

I like reading unfamiliar large codebases, fixing things, and sending the fixes upstream.

C is my strongest language — I hand-wrote bare-metal and RTOS code before the agent era. Now I work on AI infra.

Merged upstream

  • cann/ops-gnn — radius / radius_graph operators for Huawei Ascend NPU (SIMT kernels, host-side tiling, PyBind bindings), API-aligned with torch_cluster. Passed all 25 official acceptance tests, merged into main.
  • Infrasys-AI/AIInfra — 3rd of 67 contributors. ZeRO, Megatron-LM tensor parallelism, GPipe, VRAM benchmarks — 11 of 12 PRs merged, each reviewed by the author himself.
  • anthropics/claude-agent-sdk-python — fixed --agents silently breaking on Windows (path separators + cmd.exe command-line length limit). Merged #219, #245.
  • warpdotdev/warp — Hermes CLI agent detection and configuration. Merged #9833, #9916.

Things I built

Everything listed here works — I don't keep unfinished demos around.

  • mcp-vision-bridge — an MCP server that routes images to your existing multimodal model and injects results back as text, so images never enter agent context. Born from my own pain: passing images to a text-only model crashed my coding agent. 7,957 npm downloads in its first month.
  • agent-plugins — my agent workflow toolkit, published as installable skills: task routing, verification discipline, long-horizon skills, a mentor that teaches instead of doing, and personal data-ops.
  • auto-pr-workflow — an experiment: can agents file PRs to unfamiliar repos at scale, toward a self-growing repository? 66 PRs, 18 merged (27.3%) — far below my hand-written 68%. The data said no, so I stopped and published 8 anti-patterns with real repo links, PR numbers, and maintainer quotes.

Now

  • Preparing for China's CS postgraduate entrance exam (Dec 2026).
  • Open to internships in AI infra / agent engineering — Shenzhen · Hangzhou · Xiamen · Quanzhou.

Pinned Loading

  1. sextant sextant Public

    Sextant: AI-native quant engine. Agent-driven trading on NautilusTrader.

    Rust 3

  2. Infrasys-AI/AIInfra Infrasys-AI/AIInfra Public

    AIInfra(AI 基础设施)指AI系统从底层芯片等硬件,到上层软件栈支持AI大模型训练和推理。

    Jupyter Notebook 8.4k 1.1k

  3. mcp-vision-bridge mcp-vision-bridge Public

    MCP server that gives text-only LLM coding agents vision — analyze images via any multimodal model (mimo, Claude, Gemini, OpenAI-compatible). Works with Claude Code, Codex, Kimi, opencode, PI.

    TypeScript 13 3

  4. agent-plugins agent-plugins Public

    Claude Code plugin marketplace and cross-agent skills by KuaaMU. Add with: claude plugin marketplace add KuaaMU/agent-plugins

    Python 1

  5. glint glint Public

    Ambient AI reading companion built with Rust & Tauri 2.0

    Rust