Maruf Bepary
Maruf Bepary'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 @mbeps 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 joker-notes corpus
mbeps/joker-notes: Rich-text note taking web app with support for publishing and organisation
- Look up how joker-notes implements nextjs, clerk-auth, convex, with answers cited to file and line.
- Reuse a worked example: the commit “FEAT: Added MCP server support” (14 files · TypeScript, JavaScript).
- Answer from joker-notes's real TypeScript source instead of memory (Web and frontend platform).
- Where does joker-notes handle “FEAT: Added MCP server support”?
- How does joker-notes implement nextjs?
- What does __tests__ do in joker-notes?
Search the GitHub repository mbeps/joker-notes with XERJ (https://hub.xerj.org/corpus/mbeps--joker-notes). 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/mbeps/joker-notes joker-notes && git -C joker-notes checkout 8941422e796223999335830e7bf02d40caa033c4 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./joker-notes --url http://127.0.0.1:9200 --prefix joker-notes --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 mbeps--joker-notes · Web and frontend platform
Related corpora: lexbuild, in-solidarity-bot, uday-a/uipkge-registry, Yayaw-SAS/Yayaw-Table
Case study: reference coding for agents
Selected work
mbeps/joker-notes
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/mbeps)
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.