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    A universal interceptor that sits between any AI model's tool calls and shell execution, routing them through a supervisor daemon that inspects AST deltas, subprocess output, and hash-chained ledgers before work is allowed. It enables users to kill deleted assertions, trivial stubs, phantom test runs, and cyclic self-debate loops deterministically at the compiler, process, and filesystem boundaries rather than via prompt instructions.
    AGPL 3.0