Secrets interpolated into AI prompt strings
Embedding API keys, tokens, or database credentials directly into LLM prompt strings risks leaking them in logs, to third-party model providers, or through prompt injection attacks that exfiltrate context.
HOW VIBECHECK DETECTS THIS
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 Secrets & Exposure 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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