Bruno Melo
Bruno Melo'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 @brunosouzamelo 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 nuvtools-security corpus
nuvtools/nuvtools-security: Common library for security purposes
- Look up how nuvtools-security implements jwt, security, token, with answers cited to file and line.
- Reuse a worked example: the commit “Add Azure Key Vault signing provider” (19 files · C#).
- Answer from nuvtools-security's real C# source instead of memory (Security and vulnerabilities).
- Where does nuvtools-security handle “Add Azure Key Vault signing provider”?
- How does nuvtools-security implement jwt?
- What does tests do in nuvtools-security?
Search the GitHub repository nuvtools/nuvtools-security with XERJ (https://hub.xerj.org/corpus/nuvtools--nuvtools-security). 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/nuvtools/nuvtools-security nuvtools-security && git -C nuvtools-security checkout 47b13d61883f307a3587aa0918c98cfdc6a5d563 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./nuvtools-security --url http://127.0.0.1:9200 --prefix nuvtools-security --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 nuvtools--nuvtools-security · Security and vulnerabilities
Related corpora: golang-jwt, garak, FreshLend/O.N.Y.X., praneshnikhar/cve-lens
Code security audit with XERJ · Case study: reference coding for agents
Selected work
nuvtools/nuvtools-security
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/brunosouzamelo)
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.