Mubasher Chaudhary
Mubasher Chaudhary'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 @CodewithMubasher 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 Calabrass corpus
CodewithMubasher/Calabrass: Calabrass is a free, open-source personal AI assistant built to run locally on your Windows desktop. Chat with AI models, organize files in
- Look up how Calabrass implements agentic-coding, ai-agents, ai-automation, with answers cited to file and line.
- Reuse a worked example: the commit “Complete Plan/Build modes, Gmail MCP, Image gen, Artifact auto-…” (18 files · TypeScript, Go).
- Answer from Calabrass's real TypeScript source instead of memory (AI, prompts and agents).
- How does Calabrass implement agentic-coding?
- What does Frontend do in Calabrass?
Search the GitHub repository CodewithMubasher/Calabrass with XERJ (https://hub.xerj.org/corpus/codewithmubasher--calabrass). 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/CodewithMubasher/Calabrass Calabrass && git -C Calabrass checkout 606d397226b2a73ba7e3483e108c433a648d499f 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./Calabrass --url http://127.0.0.1:9200 --prefix calabrass --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 codewithmubasher--calabrass · AI, prompts and agents
Related corpora: atoma-run--atoma, agno, twKrash/pi-session-inspector, OnPoint-Dev-Tools/crewcoder
AI search and retrieval with XERJ · Case study: reference coding for agents
Selected work
CodewithMubasher/Calabrass
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/CodewithMubasher)
Included with the author's permission (email, 2026-10-21), under each repository's own licence, with attribution. Want it removed? Reply to the email or open an issue on xerj-org/xerj.