Zhanibek Datbayev
Zhanibek Datbayev'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 @itomatik 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 drex-decision-models corpus
nace-ai/drex-decision-models: Open Drex decision models: runtime, docs and model pages
- Reuse a worked example: the commit “Restore Kev attribution and secure checkpoint loading” (5 files · Python).
- Answer from drex-decision-models's real Python source instead of memory (Writing and copy).
- Where does drex-decision-models handle “Restore Kev attribution and secure checkpoint loading”?
- What does kev do in drex-decision-models?
Search the GitHub repository nace-ai/drex-decision-models with XERJ (https://hub.xerj.org/corpus/nace-ai--drex-decision-models). 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/nace-ai/drex-decision-models drex-decision-models && git -C drex-decision-models checkout 4b884101a838d5837b8c7f90c5874ce7209b98e3 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./drex-decision-models --url http://127.0.0.1:9200 --prefix drex-decision-models --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 nace-ai--drex-decision-models · Writing and copy
Related corpora: textlint, standard-readme, microsoft-style-vale, retext-passive
Case study: reference coding for agents
Selected work
nace-ai/drex-decision-models
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Not installable yet: this corpus is not in the hub registry until its licence review passes, so xerj corpus add and xerj ask cannot fetch it. It becomes installable when this card says live in the hub.
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/itomatik)
Included with the author's permission (email, 2026-10-16), under each repository's own licence, with attribution. Want it removed? Reply to the email or open an issue on xerj-org/xerj.