Akihiko K.
Akihiko K.'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 @Kizuchann 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 kizurium-translator corpus
Kizuchann/kizurium-translator: Kizurium Translator: Wayland-native screen OCR and real-time screen translation overlay for Linux, tested on Hyprland/KDE/MangoWM/Niri…
- Look up how kizurium-translator implements arch, arch-linux, linux, with answers cited to file and line.
- Reuse a worked example: the commit “Kizurium Translator 1.1.0” (48 files · Python, Nix).
- Answer from kizurium-translator's real Python source instead of memory (Writing and copy).
- Where does kizurium-translator handle “Kizurium Translator 1.1.0”?
- How does kizurium-translator implement arch?
- What does tests do in kizurium-translator?
Search the GitHub repository Kizuchann/kizurium-translator with XERJ (https://hub.xerj.org/corpus/kizuchann--kizurium-translator). 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/Kizuchann/kizurium-translator kizurium-translator && git -C kizurium-translator checkout f742e77c5022302fe62aba10621ae5c85dfd1b6b 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./kizurium-translator --url http://127.0.0.1:9200 --prefix kizurium-translator --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: AGPL-3.0. Read it for the approach only, do not copy code.
corpus kizuchann--kizurium-translator · Writing and copy
Related corpora: mkcert, school-of-sre, HawkOsm/BlackBox, danielkrinets/Genix
Case study: reference coding for agents
Selected work
Kizuchann/kizurium-translator
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
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.
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/Kizuchann)
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.