Jason Williams

Corpus Hub contributor since 2026-10-20

Jason Williams'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.

1corpus

1selected commit

12files

326lines

★ 4GitHub stars on repo

Totals across every corpus @uberlinuxguy 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 mprov_control_center corpus

mprov-ng/mprov_control_center: The web interface of mProv

Reuse a worked example: the commit “Fix model labels and help text (MIG-01 to MIG-16)” (12 files · Python).
Answer from mprov_control_center's real Python source instead of memory (Web and frontend platform).

Example questions

Where does mprov_control_center handle “Fix model labels and help text (MIG-01 to MIG-16)”?
What does systems do in mprov_control_center?

Paste it into your AI agent. It clones the repo at the pinned commit and indexes it on your machine.

Search the GitHub repository mprov-ng/mprov_control_center with XERJ (https://hub.xerj.org/corpus/mprov-ng--mprov-control-center).
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/mprov-ng/mprov_control_center mprov_control_center && git -C mprov_control_center checkout 80d0562377abe63887dae3e00502d66575b5470c
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./mprov_control_center --url http://127.0.0.1:9200 --prefix mprov-control-center --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 mprov-ng--mprov-control-center · Web and frontend platform
Related corpora: w3c-css, whatwg-specs, webgl, vite
Case study: reference coding for agents

Selected work

GitHub ★ 4

mprov-ng/mprov_control_center

80d0562377 Fix model labels and help text (MIG-01 to MIG-16)

selected commit: 12 files · 326 lines · Python · systems, osmanagement, networks

The corpus is the whole repository at the pinned commit, not only the files of the selected commit.

selected · in licence reviewcorpus mprov-ng--mprov-control-centerWEBApache-2.0 agreed 2026-10-20

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.

[![XERJ Corpus Hub contributor](https://hub.xerj.org/contributors/uberlinuxguy/badge.svg)](https://hub.xerj.org/contributors/uberlinuxguy)

Included with the author's permission (email, 2026-10-20), under each repository's own licence, with attribution. Want it removed? Reply to the email or open an issue on xerj-org/xerj.