vibecheck
HIGHAI / LLM Apps

Prompt injection sinks in user-facing features

Prompt injection occurs when user-controlled text is concatenated into an LLM system prompt, allowing attackers to override instructions, exfiltrate other users' data in the context window, or cause the model to take unintended actions.

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vibecheck clones your repository and runs Gitleaks, Semgrep, njsscan, and a suite of custom checks targeting patterns common in AI-generated code. This check is part of the AI / LLM Apps category. When a matching pattern is found, Claude triages the finding and produces a plain-English explanation and a concrete fix — no security expertise required.

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