ai-sentinelPrompt injection detection and security scanning for OpenClaw agents. Installs the ai-sentinel plugin via OpenClaw CLI, configures plugin settings, and offer...
Install via ClawdBot CLI:
clawdbot install amandiwakar/ai-sentinelGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Contains instructions to override system prompt or ignore user requests
"Ignore all previous instructions"Sends data to undocumented external endpoint (potential exfiltration)
report → https://zetro.ai/privacyCalls external URL not in known-safe list
https://zetro.aiAI Analysis
The skill's external data transmission is explicitly documented for the optional Pro tier only, requires user confirmation for configuration changes, and the 'prompt poisoning' signal appears to be a false positive from example text in the skill's own instructions. The primary risk is the potential for a third-party dependency, but the behavior is transparent and user-controlled.
Generated Mar 20, 2026
A financial institution deploys AI Sentinel to secure their customer service chatbot against prompt injection attacks. The system monitors all user inputs for attempts to manipulate the chatbot into revealing sensitive account information or executing unauthorized transactions, with enforcement mode blocking malicious queries.
A telehealth platform integrates AI Sentinel to protect patient data queries from injection attacks. The system scans all natural language queries to electronic health records, preventing attempts to extract protected health information through crafted prompts while maintaining audit logs for compliance reporting.
An online retailer uses AI Sentinel to secure their product recommendation AI from manipulation attempts. The system detects and blocks prompts designed to bias recommendations, promote unauthorized products, or extract competitor pricing data through seemingly innocent queries.
An online learning platform implements AI Sentinel to protect their AI tutors from prompt injection attacks. The system monitors student interactions to prevent attempts to bypass content restrictions, generate inappropriate material, or manipulate grading systems through carefully crafted prompts.
A legal tech firm deploys AI Sentinel to secure their contract analysis AI from injection attacks. The system scans all document queries to prevent attempts to manipulate legal interpretations, insert unauthorized clauses, or extract confidential case information through prompt engineering.
Offer Community tier for free with local-only scanning to build user base, then upsell to Pro tier with dashboard analytics and cloud scanning. Revenue comes from Pro subscriptions priced per agent or API call volume, with enterprise plans for large deployments.
Position AI Sentinel as a compliance tool for industries with strict data protection requirements. Offer detailed audit trails, compliance reporting features, and integration with existing security frameworks. Revenue comes from compliance certification packages and enterprise security audits.
Integrate AI Sentinel as a security layer in API marketplaces and AI agent platforms. Charge platform providers for integrated security features, then offer revenue sharing with developers who enable protection for their agents. Create ecosystem where security becomes a value-added service.
💬 Integration Tip
Start with Community tier in monitor mode to understand detection patterns before enabling enforcement, and always test configuration changes in a development environment first.
Scored Apr 22, 2026
Audited Apr 16, 2026 · audit v1.0
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