Shu li
Shu li's work was selected for the XERJ Corpus Hub, the open reference memory AI coding agents search before they write code. When an agent meets the same problem, it gets this implementation back as a worked example, with the author and the repository attached.
Totals across every corpus @shuljyli appears in; a commit selected for two corpora counts once. Files and lines count the selected commits; each corpus indexes the whole repository at its pinned commit.
What an agent can do with the MXReady corpus
shuljyli/MXReady: 面向 PyTorch CUDA 扩展的沐曦 MXMACA 迁移准备度静态体检工具
- Look up how MXReady implements cuda, fastapi, python, with answers cited to file and line.
- Reuse a worked example: the commit “accelerate fact extraction and prefilter rule regexes with requ…” (6 files · Python).
- Answer from MXReady's real Python source instead of memory (AI, prompts and agents).
- How does MXReady implement cuda?
- What does src/mxready do in MXReady?
Search the GitHub repository shuljyli/MXReady with XERJ (https://hub.xerj.org/corpus/shuljyli--mxready). Run these in a shell, in order, and check each result before the next: 1. xerj --help (success: it prints usage). If xerj is missing: curl -fsSL https://xerj.org/get | sh 2. git clone https://github.com/shuljyli/MXReady MXReady && git -C MXReady checkout 3227780c7c8bde2af75e297a742d5e91493dd937 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./MXReady --url http://127.0.0.1:9200 --prefix mxready --progress plain 5. xerj autoindex map --url http://127.0.0.1:9200 Then answer my question from the indexed files and cite the ax_path of every hit. Query syntax: https://xerj.org/llms.txt Licence: Apache-2.0. Keep the copyright notice and credit the authors.
corpus shuljyli--mxready · AI, prompts and agents
Related corpora: checkov, bandit-plugins, manishklach/InferenceFlow, AndreyBegma/code-sentinel-skills
AI search and retrieval with XERJ · Case study: reference coding for agents
Selected work
shuljyli/MXReady
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Sign in with GitHub or Hugging Face to see more: every selected commit in full (commit date, every folder, licence review state, pin) and the pack builds of each corpus.
[](https://hub.xerj.org/contributors/shuljyli)
Included with the author's permission (email, 2026-10-27), under each repository's own licence, with attribution. Own more repositories? Sign in with GitHub and add them. Want something removed? Reply to the email, withdraw it on /add, or open an issue on xerj-org/xerj.