Luis Cardoza Bird
Luis Cardoza Bird'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 @Crdzbird 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 CipherBird corpus
Crdzbird/CipherBird: Modern C++20 cryptography including classical, post-quantum, and hybrid (X25519+ML-KEM-768, Ed25519+ML-DSA), committing AEAD, GCM-SIV…
- Look up how CipherBird implements cipher, cryptography, encryption, with answers cited to file and line.
- Reuse a worked example: the commit “build profiles (full, bank, fips), X-Wing, Suite v2, Session v2…” (46 files · C++, C).
- Answer from CipherBird's real C++ source instead of memory (Cryptography, TLS and secrets).
- How does CipherBird implement cipher?
- What does include do in CipherBird?
Search the GitHub repository Crdzbird/CipherBird with XERJ (https://hub.xerj.org/corpus/crdzbird--cipherbird). 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/Crdzbird/CipherBird CipherBird && git -C CipherBird checkout 6e3b9f15bc010cbdc3dff69585df2aea3bb96209 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./CipherBird --url http://127.0.0.1:9200 --prefix cipherbird --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 crdzbird--cipherbird · Cryptography, TLS and secrets
Related corpora: microsoft-seal, openssl, kureinmaxim/vpn-server-manager, xoloki/jlib
Case study: reference coding for agents
Selected work
Crdzbird/CipherBird
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/Crdzbird)
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.