Hey everyone! I wanted to share a project I've been working on called Gem-Assist. It's a command-line personal assistant that integrates both proprietary and local models to provide access to over 30+ tools. …

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Deep Tech

Gem-Assist: Your Command-Line Personal Assistant Hey everyone!

Angriffsfläche

Enterprise IT / Cloud Infrastruktur

Exploit-Status

⚠️ Öffentlicher Exploit-PoC verfügbar

Sofortmaßnahme

Asset-Inventar prüfen & Upstream-Advisory überwachen

Hey everyone! I wanted to share a project I've been working on called Gem-Assist. It's a command-line personal assistant that integrates both proprietary and local models to provide access to over 30+ tools.

Overview

Gem-Assist is a Python-based tool designed to help with a variety of tasks. Whether you need to fetch data, automate routines, or manage projects. It works seamlessly with popular AI models (using litellm) and offers a wide range of tools to make your workflow smoother.

Repository: Gem-Assist on GitHub

Key Features

AI Integration: Supports integration with popular AI models such as Gemini 2.0 Flash, Gemini API, Litellm, and Ollama.

Tool-based architecture: Equipped with a variety of tools for tasks like:
- Web searching (DuckDuckGo)
- File system operations (listing directories, reading/writing files, etc.)
- System information retrieval
- Reddit interaction
- Running shell commands
- And more!

Customizable: Easily configure the assistant's behavior and extend its capabilities with new tools.

Simple Chat Interface: Interact with the assistant through a straightforward command-line chat interface.

Memory: Can save notes between conversation and remember them.

Saving Conversation: Save and load previous conversations.

Commands: Supports creating/executing (code), use /commands for more information.

Extension: For now you are required to write some code to extend its capabilities like adding commands to CommandExecutor or making new tools, there should be enough examples in gem/builtin_commands.py for commands and utility.py for tools

Getting Started

To get started with Gem-Assist, clone the repository and follow the installation instructions provided in the README file. The default branch is master, and you can find the latest updates and contributions from the community.

git clone https://github.com/Fus3n/gem-assist

cd gem-assist

Community and Contributions

Gem-Assist is an open-source project, and contributions are always welcome. Whether you're a developer, tester, or just someone with great ideas, you can contribute to the project by submitting issues, suggesting features, or creating pull requests.

Conclusion

Gem-Assist is more than just a command-line tool; it's a comprehensive assistant designed to enhance productivity and streamline tasks. With its robust features and active development, it stands out as a useful tool for anyone looking to integrate AI into their daily workflow. It is ultimately made for you to customize, add more tools or commands to be as personalized as possible, as it is for me.

For more information and to start using Gem-Assist, visit the GitHub repository.

Hope you find it useful!

1. Sofort-Triage & Abwehrmaßnahmen

SOC Incident Playbook: Remote Code Execution (RCE) Defense

WAF MitigationSofort

Virtuelles Patchen am Reverse Proxy / WAF für gefährdete URL-Pfade und Payloads aktivieren.

SecRule REQUEST_URI "@rx ..." "id:1001,phase:1,deny,status:403"

Web Shell ScanSofort

Web-Root auf neu angelegte Scripts, anomal modifizierte Dateien und Persistence scannen.

find /var/www -type f -name "*.php" -mmin -120

Outbound FilteringSofort

Ausgehenden Datenverkehr (Reverse Shells zu unbekannten IPs/Ports) blockieren.

ss -tunp | grep -E ":(4444|1337|8080|9001)"

Vendor Patching

Hersteller-Update in Staging validieren und schnellstmöglich in Produktion ausrollen.

apt update && apt --only-upgrade install <pkg>

Syntax validiert (0 Fehler)

title: Detect Exploitation - Gem-Assist: Your Command-Line Personal Assistant
id: 324a8ecd-9473-4034-a6d0-896eb75b4c9e
status: experimental
description: Automatisch generierte SIEM-Erkennungsregel basierend auf CTI Intelligence
references:
  - https://tsecurity.de/
author: iShareStuff CTI Automated Detection Engine
date: 2026-09-26
logsource:
  category: network_connection
  product: any
detection:
  selection:
      CommandLine|contains:
        - 'exploit'
  condition: selection
falsepositives:
  - Legitime administrative Zugriffe oder Penetrationstests
level: high
tags:
  - attack.initial_access

Syntax validiert (0 Fehler)

rule CTI_Threat_Indicator {
    meta:
        author = "iShareStuff CTI Automated Detection Engine"
        date = "2026-09-26"
        description = "YARA Signature for "
    strings:
        $str = "Gem-Assist: Your Command-Line " ascii wide
    condition:
        any of them
}

Syntax validiert (0 Fehler)

index=security sourcetype IN ("cisco:asa", "pan:traffic", "zeek_conn", "suricata", "WinEventLog:Security")
("Gem-Assist Your Command-Line Personal As")
| stats count earliest(_time) as first_seen latest(_time) as last_seen by src_ip, dest_ip, dest_host, signature
| eval first_seen=strftime(first_seen, "%Y-%m-%d %H:%M:%S"), last_seen=strftime(last_seen, "%Y-%m-%d %H:%M:%S")
| sort - count

Syntax validiert (0 Fehler)

message: "*Gem-Assist Your Command-Line Personal As*"

Syntax validiert (0 Fehler)

CommonSecurityLog
| where Message has "Gem-Assist Your Command-Line Personal As"
| summarize EventCount = count(), FirstSeen = min(TimeGenerated), LastSeen = max(TimeGenerated) by SourceIP, DestinationIP, DestinationPort, Activity
| extend DetectionRule = "iShareStuff-CTI-Compiled"
| sort by EventCount desc

2. Cyber Threat Intelligence & Forensik

🎯

MITRE ATT&CK Matrix Navigator 14 Taktiken

Reconnaissance

Resource Development

Initial Access

Execution

Persistence

Privilege Escalation

Defense Evasion

Credential Access

Discovery

Lateral Movement

Collection

Command and Control

Exfiltration

Impact

💡 Tipp: Klicken Sie auf eine TTP, um Gegenmaßnahmen und SIEM-Erkennungsregeln anzuzeigen.Enterprise Matrix v14.1

🚀 Auf tsecurity.de entdecken

◀ VORHERIGER BEITRAG 4 Min

From Dev to Hacker: How to Think Like an Attacker to Secure Your Code

Sichere Programmierung

NÄCHSTER BEITRAG 1 Min

USA: Falsch konfigurierter Server legt sensible Daten von Pflegekräften offen

IT NachrichtenWeiterlesen ▶

Blättern: Pfeiltasten [ ← ] [ → ] · Tasten j / k · mobil: Wischen

Fokus-Vektor:

Kognitive Analyse für identifizierte Bedrohung: Erhöhte Bedrohungslage im Bereich Gem-Assist: Your Command-Line Personal A.... Basierend auf 368k Vektor-Korrelationen werden sofortige Isolationsmaßnahmen für betroffene Endpunkte empfohlen.

🛡️ Angriffsfläche & Exposure

Netzwerk/Remote-Zugriff ohne Vorauthentifizierung möglich.

⚡ Empfohlene Sofortmaßnahmen

1. Perimeter-Inspektion: Relevante Portfreigaben und exponierte Endpunkte unverzüglich scannen.
2. Patch-Applikation: Hersteller-Hotfix einspielen oder betroffene Daemons in isolierte DMZ-Segmente überführen.
3. Telemetrie & EDR-Alerts: Prozessaufrufe und Child-Processes auf anomale Shell-Spawns überwachen.

🔗 Semantisch verwandte Zero-Days MariaDB 11.7 VEC

Schnell-Prompts für Analysten

⚠️ DEFANGED SANDBOX VIEW (tsecurity.de): Alle Netzwerkindikatoren und URLs wurden neutralisiert (2 Indikatoren entschärft). Nur zur defensiven Analyse!

Format: python

#!/usr/bin/env python3
# Exploit Title: PoC for Target
import socket, sys
target = '192[.]168[.]1[.]10'
url = 'hxxp://target[.]local/vuln'
s = socket.socket()
s.connect((target, 80))
s.send(b'GET / HTTP/1.1\r\nHost: target.local\r\n\r\n')

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Gem-Assist: Your Command-Line Personal Assistant

Overview

Key Features

Getting Started

Community and Contributions

Conclusion

1. Sofort-Triage & Abwehrmaßnahmen

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Gem-Assist: Your Command-Line Personal Assistant

Overview

Key Features

Getting Started

Community and Contributions

Conclusion

1. Sofort-Triage & Abwehrmaßnahmen

SOC Incident Playbook: Remote Code Execution (RCE) Defense

2. Cyber Threat Intelligence & Forensik

MITRE ATT&CK Matrix Navigator 14 Taktiken

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