Nathan Schmid
Nathan Schmid'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 @nathanschmid08 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 glassbeetle corpus
Open-Glassbeetle/glassbeetle: A local-first AI agent platform for connecting and orchestrating multiple AI models through API keys, with support for both cloud-based and
- Look up how glassbeetle implements ai, ai-agents, ai-coding, with answers cited to file and line.
- Reuse a worked example: the commit “add OpenAI model adapter with full completion and streaming sup…” (6 files · TypeScript).
- Answer from glassbeetle's real TypeScript source instead of memory (AI, prompts and agents).
- How does glassbeetle implement ai?
- What does apps/api do in glassbeetle?
Search the GitHub repository Open-Glassbeetle/glassbeetle with XERJ (https://hub.xerj.org/corpus/open-glassbeetle--glassbeetle). 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/Open-Glassbeetle/glassbeetle glassbeetle && git -C glassbeetle checkout 354101cd6c666ad46f5822034a7aaa21684d5648 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./glassbeetle --url http://127.0.0.1:9200 --prefix glassbeetle --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 open-glassbeetle--glassbeetle · AI, prompts and agents
Related corpora: dunorth595--ai-agent-chat, dunorth595--ai-agent-memory, AltanS/collie, dmvieira/appacadabra
AI search and retrieval with XERJ · Case study: reference coding for agents
Selected work
Open-Glassbeetle/glassbeetle
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
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/nathanschmid08)
Included with the author's permission (email, 2026-10-29), under each repository's own licence, with attribution. Own more repositories? Sign in with GitHub and add them. Want something removed? Reply to the email, withdraw it on /add, or open an issue on xerj-org/xerj.