Prompt Injection Hygiene Scanner
Free heuristic pre-check. Runs 100% in your browser — your prompt never leaves your device.
AI Shield — Prompt Injection Hygiene Audit Report
Deterministic static heuristic pre-check report · Generated client-side on aishield.si
Evaluating prompt heuristics…
Disclaimer: This is a static pattern check, not a security test. A clean result does NOT mean your prompt is safe against real attacks. Always validate with live-model red-teaming before production.
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Unlock the complete diagnostic detailing every matched prompt snippet, developer impact rationale, concrete defensive remediation instructions, and printable PDF export.
Full Hygiene Audit & Remediation Guide
Itemized findings, matched snippets, and actionable fixes
Deterministic pattern inspection
Heuristic checks raise the bar; they are not bulletproof.
Paste your system prompt or LLM instruction template into the scanner.
Browser evaluates deterministic regex heuristics for known prompt injection indicators, jailbreaks, and delimiters.
Address high-severity gaps, add structural tags and conflict hierarchies, and re-scan immediately.
Frequently Asked Questions
Is this a real penetration test?
No — this is a static heuristic pattern check designed to catch common prompt vulnerabilities before deployment. It does not execute attacks or evaluate models dynamically.
Does my prompt leave my browser?
No — all pattern matching and scoring executes entirely within your browser's JavaScript runtime. Your system prompt is never transmitted to any server or external API.
My score is low — what now?
Fix high-severity items first, such as unconstrained instruction overrides and delimiter omissions, apply defensive boundaries, and re-scan.
Can I use this for compliance?
No — this is not a compliance tool. Security posture requires end-to-end red-teaming, threat modeling, and layered defense.