jaacMusic

Corpus Hub contributor since 2026-10-23

jaacMusic'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

9files

176lines

★ 2GitHub stars on repo

Totals across every corpus @jaacMusic 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 gufo-win corpus

jaacMusic/gufo-win: jaacMusic/gufo-win (C++)

Reuse a worked example: the commit “keep only predictor KV when a Flash-Next catch-up needs n…” (9 files · C++).
Answer from gufo-win's real C++ source instead of memory (API design and specification).

Example questions

What does src/models do in gufo-win?

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

Search the GitHub repository jaacMusic/gufo-win with XERJ (https://hub.xerj.org/corpus/jaacmusic--gufo-win).
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/jaacMusic/gufo-win gufo-win && git -C gufo-win checkout c6a2b56520da286ab77cd97f0b848e7092d050c9
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./gufo-win --url http://127.0.0.1:9200 --prefix gufo-win --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 jaacmusic--gufo-win · API design and specification
Related corpora: google-aip, cel-spec, google-eng-practices, adyen-openapi
Search an OpenAPI spec from an agent · Case study: reference coding for agents

Selected work

GitHub ★ 2

jaacMusic/gufo-win

c6a2b56520 perf(qwen): keep only predictor KV when a Flash-Next catch-up needs n…

selected commit: 9 files · 176 lines · C++ · src/models

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

selected · in licence reviewcorpus jaacmusic--gufo-winAPIMIT agreed 2026-10-23

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

Included with the author's permission (email, 2026-10-23), under each repository's own licence, with attribution. Want it removed? Reply to the email or open an issue on xerj-org/xerj.