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amylyra/README.md

Amy Yuan

Physicist → founder → building AI systems above the model layer.

I work on agent architecture, context engineering, personalization, and applied AI systems.

Writing

Building

  • agent-prompt-author — Claude Skill that diagnoses and writes agent prompts against five cheap tests, with an eval harness that regression-tests its own routing
  • gpt-image-2-mcp — production MCP server for image generation, editing, composition, and deterministic text rendering
  • provenclaudeplugin — multi-agent Claude plugin running PROVEN's brand system: two agents, five shared skills, one voice
  • amyzyuan.com — personal site, essays, and experiments
  • dtc-marketing-campaign-claude-plugin — Claude tooling for DTC marketing workflows

Elsewhere

amyzyuan.com · LinkedIn

Popular repositories Loading

  1. ML-AWS-Lambda-Deployment-Package ML-AWS-Lambda-Deployment-Package Public

    A script that generate deployment package with Numpy, Scipy, Sklearn and Pandas for AWS Lambda

    Shell 1

  2. nanobanana-mcp nanobanana-mcp Public

    MCP server for AI image generation via Gemini — text-to-image with reference image support, for Claude

    Python 1 1

  3. amazonaccess amazonaccess Public

    Forked from pyduan/amazonaccess

    Amazon Employee Access Challenge

    Python

  4. pythonscrapy pythonscrapy Public

    test-run

    Jupyter Notebook

  5. state_city_parser state_city_parser Public

    Python

  6. LightGBM LightGBM Public

    Forked from lightgbm-org/LightGBM

    A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks…

    C++