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Delivered · Planned

MCP server

The version that wins never returns the code.

What it will be

An MCP tool — generate_powershell(task) — that any agent can call. It generates locally, verifies with the scorer, repairs, and returns a receipt ("47 lines, 0 violations") instead of a script, escalating to the API only when local generation fails.

Why it matters

The escalation rate becomes a headline metric: the target is that most PowerShell generation never touches the API at all.

Not available yet — follow along on the system map.