Shingi
Shingi'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 @samudzi 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 odse corpus
AsobaCloud/odse: ODSE: Open Data Schema for Energy - standardized energy asset data interchange
- Look up how odse implements api, data-schema, energy, with answers cited to file and line.
- Reuse a worked example: the commit “per-phase OEM emissions and Huawei electrical KPI ingest (SEP-0…” (6 files · Python).
- Answer from odse's real Python source instead of memory (API design and specification).
- How does odse implement api?
- What does src/python do in odse?
Search the GitHub repository AsobaCloud/odse with XERJ (https://hub.xerj.org/corpus/asobacloud--odse). 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/AsobaCloud/odse odse && git -C odse checkout a6be357b585479d3fb9734ca2bc6e7612f81aa8f 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./odse --url http://127.0.0.1:9200 --prefix odse --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 asobacloud--odse · API design and specification
Related corpora: gorilla, api-common-protos, mikey0000/PyMammotion, minyeamer/linkmerce
Search an OpenAPI spec from an agent · Case study: reference coding for agents
Selected work
AsobaCloud/odse
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/samudzi)
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.