Shellward FAQs

Question 1

What specific types of data and attacks does Shellward detect?

Accepted Answer

Shellward detects 32+ prompt injection rules (English & Chinese), PII like SSN, credit cards, API keys, JWTs, passwords, and Chinese ID/phone/bank cards. It also blocks dangerous commands (e.g., 'rm -rf', reverse shells) and prevents data exfiltration chains.

Question 2

How does Shellward's DLP model handle sensitive information?

Accepted Answer

Shellward's DLP model allows AI agents full internal access to sensitive data and logs an audit trail upon detection. However, if PII was recently accessed, it automatically blocks any outbound sends, ensuring data remains secure within your environment.

Question 3

What is Shellward and what does it do?

Accepted Answer

Shellward is an AI agent security middleware and firewall that protects LLM-powered agents from critical threats like prompt injection, sensitive data exfiltration, and dangerous command execution by enforcing guardrails at runtime.

Question 4

How does Shellward protect AI agents from various threats?

Accepted Answer

It utilizes an 8-layer defense-in-depth approach, including prompt guards, input auditors, tool blockers, and data flow guards. This comprehensive system intercepts and analyzes agent actions to prevent malicious commands, detect prompt injections, and block unauthorized data transfers.

Question 5

Is Shellward difficult to integrate into existing AI agent systems?

Accepted Answer

No, Shellward is designed for simple integration with zero dependencies and zero configuration. It can be easily deployed as an SDK for any AI agent platform, an MCP server (for Claude Desktop, Cursor), or an OpenClaw plugin.

Shellward

Shellward

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