Prisma AIRS CLI is a CLI tool that provides full operational coverage over Palo Alto Prisma AIRS AI security capabilities — runtime prompt scanning and configuration management, LLM-driven guardrail generation, adversarial AI red teaming, ML model supply chain security, and multi-topic profile audits with conflict detection. Six LLM provider configurations are supported out of the box.
Capabilities¶
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Runtime Security
Scan prompts against live AIRS security profiles (sync and async), and manage runtime configuration — profiles, topics, API keys, customer apps, deployment/DLP profiles, and scan logs.
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Guardrail Generation
LLM-driven feedback loop that generates, deploys, tests, evaluates, and iteratively refines custom topic guardrails until coverage meets your target threshold.
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AI Red Teaming
Launch static, dynamic, and custom adversarial scans against AI targets. Full CRUD for targets, prompt sets, and individual prompts with attack category filtering.
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Model Security
ML model supply chain security — manage security groups, browse rules, configure rule instances, create scans, and review evaluations, violations, and file results.
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Profile Audits
Evaluate all topics in a security profile at once. Per-topic and composite metrics, cross-topic conflict detection, with terminal, JSON, and HTML output formats.
Platform Features¶
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Multi-Provider LLM
Six provider configs — Claude API, Claude Vertex, Claude Bedrock, Gemini API, Gemini Vertex, Gemini Bedrock.
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Cross-Run Memory
Persists learnings across guardrail runs so the LLM avoids repeating past mistakes. Budget-aware injection keeps prompts focused.
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Resumable Runs
Every guardrail iteration checkpoints to disk. Resume failed or paused runs from exactly where they left off.
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Test Composition
Carried failures, regression tiers, and fresh LLM-generated tests are composed each iteration with weighted category generation.
Get Started¶
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Install
Prerequisites, installation, and credential setup.
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Quick Start
Run your first command in minutes.
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Configure
LLM providers, tuning parameters, and data locations.
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Architecture
System overview, core loop, memory system, and design decisions.