Abdulshakur

Corpus Hub contributor since 2026-10-22

Abdulshakur'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

8files

783lines

★ 1GitHub stars on repo

Totals across every corpus @Abdulshakur24 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 mac-vitals corpus

Abdulshakur24/mac-vitals: A single-item macOS menu bar system monitor: CPU, memory and swap, network, disk, and die temperature. No preferences window, no update…

Reuse a worked example: the commit “Add grouped app rankings by CPU and memory” (8 files · Swift).
Answer from mac-vitals's real Swift source instead of memory (Networking, protocols and serialisation).

Example questions

Where does mac-vitals handle “Add grouped app rankings by CPU and memory”?
What does Sources do in mac-vitals?

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

Search the GitHub repository Abdulshakur24/mac-vitals with XERJ (https://hub.xerj.org/corpus/abdulshakur24--mac-vitals).
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/Abdulshakur24/mac-vitals mac-vitals && git -C mac-vitals checkout e2711a645618fb95ebe2ea6f3f522bb441455f78
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./mac-vitals --url http://127.0.0.1:9200 --prefix mac-vitals --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: MIT. Keep the copyright notice and credit the authors.

corpus abdulshakur24--mac-vitals · Networking, protocols and serialisation
Related corpora: hivemq-mqtt-client, etherparse, grpc-go, xz
Case study: reference coding for agents

Selected work

GitHub ★ 1

Abdulshakur24/mac-vitals

e2711a6456 Add grouped app rankings by CPU and memory

selected commit: 8 files · 783 lines · Swift · Sources, Tests

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

selected · in licence reviewcorpus abdulshakur24--mac-vitalsNETMIT agreed 2026-10-22

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/Abdulshakur24/badge.svg)](https://hub.xerj.org/contributors/Abdulshakur24)

Included with the author's permission (email, 2026-10-22), under each repository's own licence, with attribution. Want it removed? Reply to the email or open an issue on xerj-org/xerj.