Brighton Sikarskie
Brighton Sikarskie'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 @bsikar 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 ra8-firmware corpus
bsikar/ra8-firmware: Bare-metal firmware platform for the Renesas RA8 family (RA8D2/RA8P1): hand-written HAL, RTOS/USB/networking ports, and a host emulator…
- Look up how ra8-firmware implements arm-none-eabi, bare-metal, cmake, with answers cited to file and line.
- Reuse a worked example: the commit “RA8FW-950: add a host argb8888 surface to ra8_gfx and bind the widget…” (11 files · Zig).
- Answer from ra8-firmware's real Zig source instead of memory (Networking, protocols and serialisation).
- How does ra8-firmware implement arm-none-eabi?
- What does libs do in ra8-firmware?
Search the GitHub repository bsikar/ra8-firmware with XERJ (https://hub.xerj.org/corpus/bsikar--ra8-firmware). 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/bsikar/ra8-firmware ra8-firmware && git -C ra8-firmware checkout c258cd9326b2c3f4a64cf81c8211a3ff88dbfd6b 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./ra8-firmware --url http://127.0.0.1:9200 --prefix ra8-firmware --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 bsikar--ra8-firmware · Networking, protocols and serialisation
Related corpora: mbedtls, libhydrogen, aztechell/hackylens, amir1387aht/MicroCS
Case study: reference coding for agents
Selected work
bsikar/ra8-firmware
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
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/bsikar)
Included with the author's permission (email, 2026-10-14), under each repository's own licence, with attribution. Own more repositories? Sign in with GitHub and add them. Want something removed? Reply to the email, withdraw it on /add, or open an issue on xerj-org/xerj.