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agentic-ai-risk-assess

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UpdatedMay 19, 2026 at 08:03

Assess agentic AI applications against the OWASP Top 10 for Agentic Applications 2026. Use when reviewing autonomous AI agents, multi-agent systems, or agentic workflows for security risks including goal hijacking, tool misuse, privilege abuse, and rogue agent behavior.

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larsderidder

larsderidder/theredbeard-pi-agent

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Information Security AnalystsComputer and Mathematical Occupations·SOC 15-1212

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SKILL.md

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name	agentic-ai-risk-assess
description	Assess agentic AI applications against the OWASP Top 10 for Agentic Applications 2026. Use when reviewing autonomous AI agents, multi-agent systems, or agentic workflows for security risks including goal hijacking, tool misuse, privilege abuse, and rogue agent behavior.
license	CC-BY-4.0

Agentic AI Risk Assessment

Evaluate agentic AI applications against all 10 risk categories by following the full procedure in plays/agentic-ai-risk-assess.md.

Steps

Architecture Mapping — Identify agent type (single/multi-agent), autonomy level, tool ecosystem, memory systems, inter-agent communication protocols, and human oversight mechanisms.
Assess Each Agentic Top 10 Risk:
- ASI01 Agent Goal Hijack — Hidden prompts, instruction override, silent exfiltration via copilot patterns
- ASI02 Tool Misuse — Legitimate tools bent into destructive outputs, tool parameter manipulation
- ASI03 Identity & Privilege Abuse — Leaked credentials, excessive permissions, agent operating beyond scope
- ASI04 Agentic Supply Chain — Poisoned MCP/A2A components, runtime component tampering, dynamic ecosystem risks
- ASI05 Unexpected Code Execution — Natural language execution paths leading to RCE, code generation vulnerabilities
- ASI06 Memory & Context Poisoning — Long-term behavior manipulation via memory attacks, context window exploits
- ASI07 Insecure Inter-Agent Communication — Spoofed messages, man-in-the-middle between agents, cluster misdirection
- ASI08 Cascading Failures — False signals propagating through automated pipelines, escalating impact chains
- ASI09 Human-Agent Trust Exploitation — Confident misleading explanations, social engineering of human operators
- ASI10 Rogue Agents — Misalignment, concealment, self-directed action, emergent harmful behavior
Synthesize Findings — Assign severity based on exploitability and deployment context. Provide code locations, configuration gaps, and concrete remediation.

Output

Architecture overview, risk matrix (all 10 categories with status), detailed findings using templates/finding.md, positive controls observed, and prioritized recommendations.

OWASP References

OWASP Top 10 for Agentic Applications 2026
OWASP GenAI Security Project
OWASP Agentic Security Initiative

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name	agentic-ai-risk-assess
description	Assess agentic AI applications against the OWASP Top 10 for Agentic Applications 2026. Use when reviewing autonomous AI agents, multi-agent systems, or agentic workflows for security risks including goal hijacking, tool misuse, privilege abuse, and rogue agent behavior.
license	CC-BY-4.0

Agentic AI Risk Assessment

Evaluate agentic AI applications against all 10 risk categories by following the full procedure in plays/agentic-ai-risk-assess.md.

Steps

Architecture Mapping — Identify agent type (single/multi-agent), autonomy level, tool ecosystem, memory systems, inter-agent communication protocols, and human oversight mechanisms.
Assess Each Agentic Top 10 Risk:
- ASI01 Agent Goal Hijack — Hidden prompts, instruction override, silent exfiltration via copilot patterns
- ASI02 Tool Misuse — Legitimate tools bent into destructive outputs, tool parameter manipulation
- ASI03 Identity & Privilege Abuse — Leaked credentials, excessive permissions, agent operating beyond scope
- ASI04 Agentic Supply Chain — Poisoned MCP/A2A components, runtime component tampering, dynamic ecosystem risks
- ASI05 Unexpected Code Execution — Natural language execution paths leading to RCE, code generation vulnerabilities
- ASI06 Memory & Context Poisoning — Long-term behavior manipulation via memory attacks, context window exploits
- ASI07 Insecure Inter-Agent Communication — Spoofed messages, man-in-the-middle between agents, cluster misdirection
- ASI08 Cascading Failures — False signals propagating through automated pipelines, escalating impact chains
- ASI09 Human-Agent Trust Exploitation — Confident misleading explanations, social engineering of human operators
- ASI10 Rogue Agents — Misalignment, concealment, self-directed action, emergent harmful behavior
Synthesize Findings — Assign severity based on exploitability and deployment context. Provide code locations, configuration gaps, and concrete remediation.

Output

Architecture overview, risk matrix (all 10 categories with status), detailed findings using templates/finding.md, positive controls observed, and prioritized recommendations.

OWASP References

OWASP Top 10 for Agentic Applications 2026
OWASP GenAI Security Project
OWASP Agentic Security Initiative