Starlight Autoplan

Purpose

Turn a rough proposal into a bounded plan whose assumptions, risks, authority limits, and verification gates are visible before implementation begins.

When it fires

• The user asks to review, harden, or stress-test a plan.
• The work crosses product, data, security, design, runtime, or deployment boundaries.
• A wrong decision would be expensive or difficult to reverse.

Do not invoke the full review for a trivial, reversible edit unless the user asks for it.

Inputs