lucasmkrx /

source-trace-edge-lab

Verified C++20 edge systems prototype with transparent AI co-working evidence

A new way for AI to search for data
View on GitHub
1GitHub stars
18commits on main
0forks

C++ 45.8%, TypeScript 14.7%, Python 14.5%, CSS 7.9% · created 2026-07-30 · last push 2026-10-16

What XERJ indexed

Snapshot

152 files · 554.7 KB

The whole repository at commit 52e94c0c26. It is the newest commit on main.

Selected work

Lucas Marques
@lucasmkrx

Licence

The repository

NOASSERTION

LICENSE file checked at the pinned commit; the author agreed to inclusion.

The XERJ corpus

NOASSERTION, with credit

The owner added it on hub.xerj.org after signing in with GitHub, on 2026-10-28. Same terms as the repository. Answers name the repo, the commit and the file:line.

selected for the XERJ Corpus Hublicence clearedsuggested use: adapt with attribution

ai-assisted-developmentcpped25519securitysqlitesystems-programming

Example questions

The prompt

Paste it into your AI agent. It clones lucasmkrx/source-trace-edge-lab at the pinned commit and indexes it on your machine.

Search the GitHub repository lucasmkrx/source-trace-edge-lab with XERJ (https://hub.xerj.org/corpus/lucasmkrx--source-trace-edge-lab).
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/lucasmkrx/source-trace-edge-lab source-trace-edge-lab && git -C source-trace-edge-lab checkout 52e94c0c265778a75fd5bfb5d6ff5761496649c0
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./source-trace-edge-lab --url http://127.0.0.1:9200 --prefix source-trace-edge-lab --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: check the LICENSE file. Keep the copyright notice and credit the authors.

Related

Lucas MarquesAI, prompts and agents corporagolang-jwtdatasketches-cppxerj-columnarexec-software/exec-nil-frameworkalicelabs-llc/universal-trust-adapternisconder/npm-safe

Stats: GitHub API, fetched 2026-10-31. Snapshot: the git tree at the pinned commit. Selected work and consent: the XERJ registry.