astrnox
astrnox'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 @astrnox 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 TATAbox corpus
astrnox/TATAbox: Your Complete Biology Study Companion: From Gaokao to Competition Level;高中生生物学习平台-高考到竞赛全链路学习方案
- Look up how TATAbox implements biology, education, educational, with answers cited to file and line.
- Reuse a worked example: the commit “图谱v5.0百科词条层+词云+AI讲解四向串联” (8 files · JavaScript, Python).
- Answer from TATAbox's real JavaScript source instead of memory (Web and frontend platform).
- Where does TATAbox handle “图谱v5.0百科词条层+词云+AI讲解四向串联”?
- How does TATAbox implement biology?
- What does js do in TATAbox?
Search the GitHub repository astrnox/TATAbox with XERJ (https://hub.xerj.org/corpus/astrnox--tatabox). 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/astrnox/TATAbox TATAbox && git -C TATAbox checkout 1ab1e30269bf0b61a46f9025c8d659f1d978f050 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./TATAbox --url http://127.0.0.1:9200 --prefix tatabox --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: MPL-2.0. Read it for the approach only, do not copy code.
corpus astrnox--tatabox · Web and frontend platform
Related corpora: jsdom, lol-html, processing/p5.js, fazal305/database-javascript-engineering-studio
Case study: reference coding for agents
Selected work
astrnox/TATAbox
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/astrnox)
Included with the author's permission (email, 2026-10-26), 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.