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
What XERJ indexed
Selected work

“Complete Plan/Build modes, Gmail MCP, Image gen, Artifact auto-…”. 18 files, 1,187 lines in Frontend, Backend.
Licence
The repository
Checked by a person at the pinned commit.
The XERJ corpus
The author agreed by email on 2026-10-21. Same terms as the repository. Answers name the repo, the commit and the file:line.
in licence reviewnot in the hub yetsuggested use: adapt with attribution
agentic-codingai-agentsai-automationcoding-agentdesktop-ai-agentfree-ai-toolpersonal-agentgo-agent
Example questions
- How does Calabrass implement agentic-coding?
- What does Frontend do in Calabrass?
- Show the ai-agents code in Calabrass.
The prompt
Paste it into your AI agent. It clones CodewithMubasher/Calabrass at the pinned commit and indexes it on your machine.
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.
Related
Mubasher ChaudharyAI, prompts and agents corporaatoma-run--atomaprompt-engineering-guideanything-llmOnPoint-Dev-Tools/crewcoderRMRdeveloper/sideroom-piyouxi-huang/pi-context-compaction
Selected work and consent: the XERJ registry.