Marek Pilch
Marek Pilch'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 @marpi82 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 ha-atmos corpus
marpi82/ha-atmos: Home Assistant custom integration for ATMOS boilers (WG1000 poll + future RS485 listen)
- Look up how ha-atmos implements atmos, hacs, heating, with answers cited to file and line.
- Reuse a worked example: the commit “Add typed Info entities and homepage circuit climate controls.” (16 files · Python).
- Answer from ha-atmos's real Python source instead of memory (Web and frontend platform).
- Where does ha-atmos handle “Add typed Info entities and homepage circuit climate controls.”?
- How does ha-atmos implement atmos?
- What does custom_components do in ha-atmos?
Search the GitHub repository marpi82/ha-atmos with XERJ (https://hub.xerj.org/corpus/marpi82--ha-atmos). 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/marpi82/ha-atmos ha-atmos && git -C ha-atmos checkout 4b6626c1b9bab1bbeaa8a31fe950b60b00769002 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./ha-atmos --url http://127.0.0.1:9200 --prefix ha-atmos --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 marpi82--ha-atmos · Web and frontend platform
Related corpora: tomasbobala/smart_heating, mikopp/ha_innova_DEH-_hejluft_hrds-
Case study: reference coding for agents
Selected work
marpi82/ha-atmos
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/marpi82)
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.