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analytics-interpretation

Interpret AIRT analytics output into vulnerability insights and compliance mappings.

11|1|Updated May 4, 2026
Search Tags:#security assessment#red teaming#airt#analytics interpretation#risk scores#attack success rate#compliance metrics
One-click install
npx skills add https://github.com/dreadnode/capabilities --skill analytics-interpretation-dreadnode
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: analytics-interpretation
Source: https://github.com/dreadnode/capabilities/tree/main/capabilities/ai-red-teaming/skills/analytics-interpretation
Command: npx skills add https://github.com/dreadnode/capabilities --skill analytics-interpretation-dreadnode

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill eliminates the guesswork of parsing complex AI red teaming (AIRT) analytics output, turning raw metrics like attack success rate, risk scores, and compliance tags into clear, actionable insights for security teams.

Core Features & Use Cases

  • Metric Interpretation Reference: Clear tables and guidelines for reading ASR ranges, composite risk scores, jailbreak best scores, and severity breakdowns.
  • Attack-Type Specific Analysis: Targeted interpretation guidance for TAP, PAIR, Crescendo, agentic, exfiltration, and other attack types to identify specific vulnerability patterns.
  • Pattern Recognition & Reporting: Rules for identifying common assessment patterns (e.g., high ASR with low best score) plus example summary formatting for standardized reporting.
  • Use Case: A red team lead running an LLM security assessment can use this Skill to quickly translate 250+ trial data into a prioritized risk report with compliance framework alignment.

Quick Start

Use the analytics-interpretation skill to analyze the latest AIRT assessment output and generate a prioritized list of security findings and remediation recommendations.

Frequently Asked Questions about analytics-interpretation

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I interpret AI red teaming analytics output like attack success rate and risk scores?▼

It provides targeted interpretation guidance for attack types like TAP, PAIR, and Crescendo to identify specific LLM vulnerability patterns and translate trial data into prioritized findings.

How do I map LLM security assessment findings to regulatory compliance standards?▼

You can map raw trial data to compliance framework metrics by applying standardized interpretation rules that align security findings with regulatory requirements for prioritized reporting.

What does a high attack success rate with a low best score indicate in red teaming analytics?▼

It applies targeted interpretation guidance for agentic, exfiltration, and other attack types to pinpoint specific vulnerability weaknesses and generate remediation recommendations.

Can I standardize security reporting for 250+ trial data entries from an LLM security assessment?▼

Yes, you can standardize security reporting for large trial datasets using example summary formatting to generate prioritized risk reports with compliance framework alignment.

Do I need any specific dependencies to analyze AIRT analytics and security risk metrics?▼

No dependencies are required to interpret AIRT analytics, as the skill applies reference tables and analysis guidance directly to raw LLM security assessment output.

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