Below you will find pages that utilize the taxonomy term “taoq-ai”
March 30, 2026
ZIRAN Agent Security Scan
Version updated for https://github.com/taoq-ai/ziran to version v0.24.0.
This action is used across all versions by 1 repositories. Action Type This is a Composite action.
Go to the GitHub Marketplace to find the latest changes.
Action Summary ZIRAN is an AI security testing tool designed to identify vulnerabilities in advanced AI agents, including those with tools, memory, and multi-step reasoning capabilities. It automates the discovery of dangerous tool combinations, detects side effects during execution, and conducts multi-phase, autonomous penetration testing to uncover complex attack paths.
March 24, 2026
ZIRAN Agent Security Scan
Version updated for https://github.com/taoq-ai/ziran to version v0.23.0.
This action is used across all versions by 1 repositories. Action Type This is a Composite action.
Go to the GitHub Marketplace to find the latest changes.
Action Summary ZIRAN is a GitHub Action designed for security testing of AI agents, including those with tools, memory, and multi-step reasoning capabilities. It automates the discovery of vulnerabilities arising from tool combinations, side effects, multi-phase attack campaigns, and agent-to-agent interactions, providing a comprehensive framework for identifying and mitigating risks in complex AI systems.
March 23, 2026
ZIRAN Agent Security Scan
Version updated for https://github.com/taoq-ai/ziran to version v0.22.0.
This action is used across all versions by 1 repositories. Action Type This is a Composite action.
Go to the GitHub Marketplace to find the latest changes.
Action Summary ZIRAN is a security testing GitHub Action designed to identify vulnerabilities in AI agents, including those with tools, memory, and multi-step reasoning capabilities. It automates the discovery of attack paths by analyzing dangerous tool combinations, detecting side effects, and simulating multi-phase attack campaigns using a graph-based approach.
March 23, 2026
ZIRAN Agent Security Scan
Version updated for https://github.com/taoq-ai/ziran to version v0.20.0.
This action is used across all versions by 1 repositories. Action Type This is a Composite action.
Go to the GitHub Marketplace to find the latest changes.
Action Summary ZIRAN is a GitHub Action and security testing tool designed to identify vulnerabilities in AI agents, including those with tools, memory, and multi-step reasoning capabilities. It automates the discovery of attack paths arising from dangerous tool combinations, detects side effects from agent actions, and executes multi-phase penetration testing campaigns.
March 21, 2026
ZIRAN Agent Security Scan
Version updated for https://github.com/taoq-ai/ziran to version v0.19.0.
This action is used across all versions by 1 repositories. Action Type This is a Composite action.
Go to the GitHub Marketplace to find the latest changes.
Action Summary ZIRAN is a GitHub Action designed for security testing of AI agents, including those with tools, memory, and multi-step reasoning capabilities. It identifies vulnerabilities by analyzing complex attack paths, such as dangerous tool combinations, side effects, and multi-phase campaigns, which are often overlooked by traditional security tools.
March 21, 2026
ZIRAN Agent Security Scan
Version updated for https://github.com/taoq-ai/ziran to version v0.18.3.
This action is used across all versions by 1 repositories. Action Type This is a Composite action.
Go to the GitHub Marketplace to find the latest changes.
Action Summary ZIRAN is a GitHub Action designed to automate security testing for AI agents, focusing on identifying vulnerabilities in agents that utilize tools, memory, and multi-step reasoning. It solves the problem of testing complex tool combinations and multi-agent interactions, which traditional security tools often overlook, by leveraging capabilities such as graph-based tool chain discovery, side-effect detection, and autonomous pentesting.
March 21, 2026
ZIRAN Agent Security Scan
Version updated for https://github.com/taoq-ai/ziran to version v0.16.0.
This action is used across all versions by 1 repositories. Action Type This is a Composite action.
Go to the GitHub Marketplace to find the latest changes.
Action Summary ZIRAN is a GitHub Action designed for security testing of AI agents, including those with tools, memory, and multi-step reasoning capabilities. It automates the discovery of vulnerabilities by analyzing tool combinations, detecting side effects, and executing multi-phase attack campaigns with live feedback.
March 19, 2026
ZIRAN Agent Security Scan
Version updated for https://github.com/taoq-ai/ziran to version v0.13.0.
This action is used across all versions by 1 repositories. Action Type This is a Composite action.
Go to the GitHub Marketplace to find the latest changes.
Action Summary ZIRAN is a GitHub Action designed for advanced security testing of AI agents, including those utilizing tools, memory, and multi-step reasoning. It automates the discovery of vulnerabilities by analyzing interactions between tool combinations, detecting execution-level side effects, and conducting multi-phase pentesting campaigns with adaptive feedback.
March 18, 2026
ZIRAN Agent Security Scan
Version updated for https://github.com/taoq-ai/ziran to version v0.12.0.
This action is used across all versions by 1 repositories. Action Type This is a Composite action.
Go to the GitHub Marketplace to find the latest changes.
Action Summary ZIRAN is a security testing GitHub Action designed to identify vulnerabilities in AI agents, including those using tools, memory, and multi-step reasoning. It automates the discovery of dangerous tool combinations, detects execution-level side effects, and conducts autonomous pentesting campaigns to uncover complex attack paths.
March 16, 2026
ZIRAN Agent Security Scan
Version updated for https://github.com/taoq-ai/ziran to version v0.11.0.
This action is used across all versions by 1 repositories. Action Type This is a Composite action.
Go to the GitHub Marketplace to find the latest changes.
Action Summary ZIRAN is an AI agent security testing tool designed to identify vulnerabilities in AI agents, including those using tools, memory, and multi-step reasoning. It automates the discovery of dangerous tool combinations, detects side-effects from agent actions, and performs autonomous penetration testing with multi-phase campaigns.
March 15, 2026
ZIRAN Agent Security Scan
Version updated for https://github.com/taoq-ai/ziran to version v0.10.2.
This action is used across all versions by 1 repositories. Action Type This is a Composite action.
Go to the GitHub Marketplace to find the latest changes.
Action Summary ZIRAN is a security testing tool designed to identify vulnerabilities in AI agents, focusing on the interactions between tools, memory, and multi-step reasoning rather than isolated components. It automates the discovery of dangerous tool combinations, side effects, and multi-phase attack paths using graph-based analysis and autonomous pentesting agents.
March 15, 2026
ZIRAN Agent Security Scan
Version updated for https://github.com/taoq-ai/ziran to version v0.10.1.
This action is used across all versions by 1 repositories. Action Type This is a Composite action.
Go to the GitHub Marketplace to find the latest changes.
Action Summary ZIRAN is an AI security testing tool designed to identify vulnerabilities in AI agents, including those with tools, memory, and multi-step reasoning capabilities. It automates the discovery of dangerous tool combinations, detects execution-level side effects, and conducts autonomous penetration testing across multi-agent systems and complex workflows.
March 14, 2026
ZIRAN Agent Security Scan
Version updated for https://github.com/taoq-ai/ziran to version v0.9.0.
This action is used across all versions by 1 repositories. Action Type This is a Composite action.
Go to the GitHub Marketplace to find the latest changes.
Action Summary ZIRAN is a security testing tool designed to identify vulnerabilities in AI agents, focusing on tool combinations, memory, and multi-step reasoning rather than isolated components. It automates the discovery of attack paths, side-effect detection, and multi-phase campaigns by leveraging graph-based analysis and autonomous pentesting capabilities.
March 12, 2026
ZIRAN Agent Security Scan
Version updated for https://github.com/taoq-ai/ziran to version v0.8.0.
This action is used across all versions by 1 repositories. Action Type This is a Composite action.
Go to the GitHub Marketplace to find the latest changes.
Action Summary ZIRAN is an AI agent security testing tool designed to identify vulnerabilities in agents that utilize tools, memory, and multi-step reasoning. It automates the discovery of dangerous tool combinations, detects side effects from agent actions, and executes multi-phase attack campaigns guided by a knowledge graph.
March 11, 2026
ZIRAN Agent Security Scan
Version updated for https://github.com/taoq-ai/ziran to version v0.7.0.
This action is used across all versions by 1 repositories. Action Type This is a Composite action.
Go to the GitHub Marketplace to find the latest changes.
Action Summary ZIRAN is an AI agent security testing tool designed to identify vulnerabilities in AI systems, including agents with tools, memory, and multi-step reasoning. It automates the discovery of dangerous tool combinations, execution-level side effects, and multi-phase attack paths using graph-based analysis and autonomous pentesting.
March 7, 2026
ZIRAN Agent Security Scan
Version updated for https://github.com/taoq-ai/ziran to version v0.6.1.
This action is used across all versions by 1 repositories. Action Type This is a Composite action.
Go to the GitHub Marketplace to find the latest changes.
March 6, 2026
ZIRAN Agent Security Scan
Version updated for https://github.com/taoq-ai/ziran to version v0.6.0.
This action is used across all versions by 1 repositories. Action Type This is a Composite action.
Go to the GitHub Marketplace to find the latest changes.
Action Summary ZIRAN is a security testing tool designed to identify vulnerabilities in AI agents, including those with tools, memory, and multi-step reasoning capabilities. Unlike traditional security tools that focus on testing LLMs or web applications, ZIRAN targets the unique attack surface of AI agents by analyzing tool chains, multi-phase campaigns, adaptive attacks, and multi-agent coordination.
February 27, 2026
ZIRAN Agent Security Scan
Version updated for https://github.com/taoq-ai/ziran to version v0.5.0.
This action is used across all versions by 1 repositories. Action Type This is a Composite action.
Go to the GitHub Marketplace to find the latest changes.
Action Summary ZIRAN is a security testing tool designed to identify vulnerabilities in AI agents, including those that use tools, retain memory, and perform multi-step reasoning. It automates the analysis of agent-specific attack surfaces, such as tool chain interactions, multi-agent coordination, adaptive attack campaigns, and protocol support.
February 26, 2026
ZIRAN Agent Security Scan
Version updated for https://github.com/taoq-ai/ziran to version v0.4.0.
This action is used across all versions by 1 repositories. Action Type This is a Composite action.
Go to the GitHub Marketplace to find the latest changes.
Action Summary ZIRAN is a security testing tool designed to identify vulnerabilities in AI agents, including those with tools, memory, and multi-step reasoning, rather than focusing solely on LLMs or web applications. It automates tasks such as tool chain analysis, multi-phase attack simulation, and remote scanning of agents over various protocols (REST, OpenAI, A2A, etc.