Plantucha
Plantucha'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 @Plantucha 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 Tepna corpus
Plantucha/Tepna: Local-first physiological analyzers: oximetry, HRV, CGM, ECG . No network, no CDNs, no accounts
- Look up how Tepna implements cgm, cpap, ecg, with answers cited to file and line.
- Reuse a worked example: the commit “a line that PARSES is not a row: one isinstance g…” (5 files · Python).
- Answer from Tepna's real Python source instead of memory (Networking, protocols and serialisation).
- How does Tepna implement cgm?
- What does capture-host do in Tepna?
Search the GitHub repository Plantucha/Tepna with XERJ (https://hub.xerj.org/corpus/plantucha--tepna). 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/Plantucha/Tepna Tepna && git -C Tepna checkout a900516a545c3724ed5014a265f1d38d01126021 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./Tepna --url http://127.0.0.1:9200 --prefix tepna --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: Apache-2.0. Keep the copyright notice and credit the authors.
corpus plantucha--tepna · Networking, protocols and serialisation
Related corpora: adidshaft/atria
Case study: reference coding for agents
Selected work
Plantucha/Tepna
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/Plantucha)
Included with the author's permission (email, 2026-10-07), under each repository's own licence, with attribution. Want it removed? Reply to the email or open an issue on xerj-org/xerj.