Sunny Kishor Singh
Sunny Kishor Singh'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 @Swotboysandy 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 groovix corpus
Swotboysandy/groovix: Groovix: free, ad-free music streaming app for Android: lossless playback, synced lyrics with translation, endless AutoPlay radio and…
- Look up how groovix implements android, equalizer, flac, with answers cited to file and line.
- Reuse a worked example: the commit “1.0.31: Home and related songs straight from YouTube Music, matched o…” (11 files · TypeScript).
- Answer from groovix's real TypeScript source instead of memory (Web and frontend platform).
- How does groovix implement android?
- What does src/context do in groovix?
Search the GitHub repository Swotboysandy/groovix with XERJ (https://hub.xerj.org/corpus/swotboysandy--groovix). 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/Swotboysandy/groovix groovix && git -C groovix checkout 4aa4b1c36fc5ac39dafbea2e66a63dc669080f27 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./groovix --url http://127.0.0.1:9200 --prefix groovix --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: GPL-3.0. Read it for the approach only, do not copy code.
corpus swotboysandy--groovix · Web and frontend platform
Related corpora: nessli420/aurora, rsgarrido/sazanami
Case study: reference coding for agents
Selected work
Swotboysandy/groovix
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/Swotboysandy)
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.