gufo
The Open Source Strix Halo AI engine. Qwen 3.8 Flash Next Q4_K_XL: 1,801.01 pp, 73.17 tg single user, 194.37 tok/s 8 users; Qwen 3.8 27B…
What XERJ indexed
Selected work

“prepare the structured-output vocabulary before serving …”. 6 files, 200 lines in tests, src/cli.
Licence
The repository
Checked by a person at the pinned commit.
The XERJ corpus
The author agreed by email on 2026-10-20. Same terms as the repository. Answers name the repo, the commit and the file:line.
in licence reviewnot in the hub yetsuggested use: adapt with attribution
amdllmstrix-halogfx1151ryzen-ai
Example questions
- How does gufo implement amd?
- What does src/cli do in gufo?
- Show the llm code in gufo.
The prompt
Paste it into your AI agent. It clones gufo-org/gufo at the pinned commit and indexes it on your machine.
Search the GitHub repository gufo-org/gufo with XERJ (https://hub.xerj.org/corpus/gufo-org--gufo). 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/gufo-org/gufo gufo && git -C gufo checkout e77309421b0013d44d62ec0824be63c057a970e5 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./gufo --url http://127.0.0.1:9200 --prefix gufo --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.
Related
David HaufAI, prompts and agents corporaagentbenchgraphragllm-coursevllm-project/vllmdynalm-project/dynalmDreamDonghao/insoulforge
Selected work and consent: the XERJ registry.