semantiq-security

Python Security Research SDK, AI-Assisted Vulnerability Discovery Engine, and Codebase Threat Modeling Platform

A new way for AI to search for data

View on GitHub

1GitHub stars

15commits on main

0forks

Python 100% · created 2026-10-25 · last push 2026-10-28

What XERJ indexed

Snapshot

Whole repository

The whole repository at commit de1e68d3d8. It is the newest commit on main.

Selected work

LAKSHMIKANTHAN K
@l3tchupkt

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

The prompt

Paste it into your AI agent. It clones l3tchupkt/semantiq-security at the pinned commit and indexes it on your machine.

Search the GitHub repository l3tchupkt/semantiq-security with XERJ (https://hub.xerj.org/corpus/l3tchupkt--semantiq-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/l3tchupkt/semantiq-security semantiq-security && git -C semantiq-security checkout de1e68d3d8d5ba5837382dee283217567759795a
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./semantiq-security --url http://127.0.0.1:9200 --prefix semantiq-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: check the LICENSE file. Keep the copyright notice and credit the authors.

LAKSHMIKANTHAN K Security and vulnerabilities corpora

Stats: GitHub API, fetched 2026-10-29. Selected work and consent: the XERJ registry.