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red-teaming-llms-with-garak - Red-Teaming LLMs with garak

Runs NVIDIA garak probe suites against an LLM endpoint and interprets the resulting hit-rate report.

Tags

Updated: 2026-09-24

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Enumerate probes and detectors
  • Configure target LLM endpoints
  • Run security probe suites
  • Interpret hit-rate report logs
  • Re-test endpoints after applying mitigations

Inputs

  • Target LLM endpoint
  • API key
  • Written testing authorization
  • YAML or JSON configuration file

Outputs

  • JSONL report log file
  • HTML report file
  • Terminal summary output
  • Debug log file
  • Vulnerability hit log file

Requirements

  • Python 3.10+
  • garak package

Source

  • Spec: SKILL.md
ai-security
llm-red-teaming
garak
prompt-injection
jailbreak
vulnerability-scanning
data-leakage
mitre-atlas
Enumerate probes and detectors
Configure target LLM endpoints
Run security probe suites
Interpret hit-rate report logs
Target LLM endpoint
API key
Written testing authorization
JSONL report log file
HTML report file
Terminal summary output