voidstackloop /

expert-mentor

Turn any LLM: Claude, ChatGPT, Gemini, or a local Ollama/llama.cpp model: into a calibrated expert mentor for any field. CLI + Claude Code/opencode agent skill

A new way for AI to search for data
View on GitHub
1GitHub stars
12commits on main
0forks
v0.6.1latest release, 2026-09-12

Python 95.7%, Shell 3.1%, Makefile 1.2% · created 2026-09-12 · last push 2026-10-25

What XERJ indexed

Snapshot

54 files · 1.2 MB

The whole repository at commit b116ae408e (2026-10-25). It is the newest commit on main.

Selected work

voidstack
@voidstackloop

“Add provider bundles for Claude, ChatGPT, Gemini and Agensi”. 3 files, 306 lines in scripts, the project root.

Licence

The repository

MIT

LICENSE file checked at the pinned commit; the author agreed to inclusion.

The XERJ corpus

MIT, with credit

The author agreed by email on 2026-10-25. Same terms as the repository. Answers name the repo, the commit and the file:line.

selected for the XERJ Corpus Hublicence clearedsuggested use: adapt with attribution

ai-tutorchatgptclaudeclaude-codeclieducationgeminillama-cpp

Example questions

The prompt

Paste it into your AI agent. It clones voidstackloop/expert-mentor at the pinned commit and indexes it on your machine.

Search the GitHub repository voidstackloop/expert-mentor with XERJ (https://hub.xerj.org/corpus/voidstackloop--expert-mentor).
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/voidstackloop/expert-mentor expert-mentor && git -C expert-mentor checkout b116ae408e89bc5c907612f4bef50db18fc4ec59
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./expert-mentor --url http://127.0.0.1:9200 --prefix expert-mentor --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

voidstackAI, prompts and agents corporaaiderwysking--postgrad-study-enginepromptifyHatsyRei/maid-nativesebin-gg/brevity-promptGustavoBaranda/chatflow-agent

Stats: GitHub API, fetched 2026-10-31. Snapshot: the git tree at the pinned commit. Selected work and consent: the XERJ registry.