Rensu Theart
Rensu Theart'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 @rensutheart 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 napari-vipp corpus
rensutheart/napari-vipp: VIPP: Visual Image Processing Platform: Visual image processing made approachable
- Look up how napari-vipp implements bioinformatics, bioinformatics-pipeline, image-analysis, with answers cited to file and line.
- Reuse a worked example: the commit “Extract graph-only workflow recovery foundation and crash checks” (6 files · Python).
- Answer from napari-vipp's real Python source instead of memory (Health and clinical reference).
- Where does napari-vipp handle “Extract graph-only workflow recovery foundation and crash checks”?
- How does napari-vipp implement bioinformatics?
- What does src/napari_vipp do in napari-vipp?
Search the GitHub repository rensutheart/napari-vipp with XERJ (https://hub.xerj.org/corpus/rensutheart--napari-vipp). 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/rensutheart/napari-vipp napari-vipp && git -C napari-vipp checkout 70e6c7f1306297b9164b57b2dbe7fa8f72232301 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./napari-vipp --url http://127.0.0.1:9200 --prefix napari-vipp --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: BSD-3-Clause. Keep the copyright notice and credit the authors.
corpus rensutheart--napari-vipp · Health and clinical reference
Related corpora: scispacy, ctakes, anthonychimming/filter-fabjs, kornia/kornia
Case study: reference coding for agents
Selected work
rensutheart/napari-vipp
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/rensutheart)
Included with the author's permission (email, 2026-10-20), under each repository's own licence, with attribution. Want it removed? Reply to the email or open an issue on xerj-org/xerj.