Lybrands
Lybrands'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 @Lybrands 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 purra corpus
Lybrands/purra: Business-agnostic, host-embedded Agent runtime framework
- Reuse a worked example: the commit “release 1.0.3 with independent Python presentation outcomes” (23 files · Python).
- Answer from purra's real Python source instead of memory (AI, prompts and agents).
- Where does purra handle “release 1.0.3 with independent Python presentation outcomes”?
- What does tests do in purra?
Search the GitHub repository Lybrands/purra with XERJ (https://hub.xerj.org/corpus/lybrands--purra). 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/Lybrands/purra purra && git -C purra checkout f7049ba1531de2e5be14f531ebb243b023d71eea 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./purra --url http://127.0.0.1:9200 --prefix purra --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 lybrands--purra · AI, prompts and agents
Related corpora: cognita, instructor, gemini-cookbook, 12-factor-agents
AI search and retrieval with XERJ · Case study: reference coding for agents
Selected work
Lybrands/purra
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/Lybrands)
Included with the author's permission (email, 2026-10-22), under each repository's own licence, with attribution. Want it removed? Reply to the email or open an issue on xerj-org/xerj.