Celso Renato Quiroz Valle
Celso Renato Quiroz Valle'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 @Celso-RQ-Valle 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 BrainModelKit corpus
Celso-RQ-Valle/BrainModelKit: An open-source toolkit to simplify model development, evaluation, and analysis
- Reuse a worked example: the commit “fix bugs” (6 files · Python).
- Answer from BrainModelKit's real Python source instead of memory (API design and specification).
- Where does BrainModelKit handle “fix bugs”?
- What does src/brainmodelkit do in BrainModelKit?
Search the GitHub repository Celso-RQ-Valle/BrainModelKit with XERJ (https://hub.xerj.org/corpus/celso-rq-valle--brainmodelkit). 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/Celso-RQ-Valle/BrainModelKit BrainModelKit && git -C BrainModelKit checkout 4802e2042f95cd15a90fe5d584af6ee8ce0d2d90 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./BrainModelKit --url http://127.0.0.1:9200 --prefix brainmodelkit --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 celso-rq-valle--brainmodelkit · API design and specification
Related corpora: json-schema-test-suite, grpc-proposals, asyncapi-spec-json-schemas, arazzo-spec
Search an OpenAPI spec from an agent · Case study: reference coding for agents
Selected work
Celso-RQ-Valle/BrainModelKit
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/Celso-RQ-Valle)
Included with the author's permission (email, 2026-10-19), under each repository's own licence, with attribution. Want it removed? Reply to the email or open an issue on xerj-org/xerj.