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Enables AI coding assistants to detect exposed secrets and unsafe dynamic execution patterns in real time using regex, entropy analysis, and Python AST inspection before changes are finalized. It supports MCP stdio integration for Claude and can also be run as a CLI or CI/pre-commit security guardrail.