Usman Ghias
Usman Ghias'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 @UsmanGhias 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 goldlist corpus
UsmanGhias/goldlist: 🏆 Only the gold: the best free & open-source jobs, tools, courses, scholarships, AI and design resources. Curated by category, link-checked
- Look up how goldlist implements ai-tools, awesome, awesome-list, with answers cited to file and line.
- Reuse a worked example: the commit “automated star sync engine and 10 starred open-source tools” (8 files · Python).
- Answer from goldlist's real Python source instead of memory (AI, prompts and agents).
- Where does goldlist handle “automated star sync engine and 10 starred open-source tools”?
- How does goldlist implement ai-tools?
- What does scripts do in goldlist?
Search the GitHub repository UsmanGhias/goldlist with XERJ (https://hub.xerj.org/corpus/usmanghias--goldlist). 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/UsmanGhias/goldlist goldlist && git -C goldlist checkout 7389b79318eae25e78a75429c01c316f62e69b42 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./goldlist --url http://127.0.0.1:9200 --prefix goldlist --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: CC0-1.0. Keep the copyright notice and credit the authors.
corpus usmanghias--goldlist · AI, prompts and agents
Related corpora: awesome-sre, Amz34/awesome-agent-infrastructure, thoughtcook/verified-black-friday
AI search and retrieval with XERJ · Case study: reference coding for agents
Selected work
UsmanGhias/goldlist
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/UsmanGhias)
Included with the author's permission (email, 2026-11-02), 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.