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~ ZK Li
Work & Ops
Brief Out
Writes thin-instruction, thick-evidence briefs for external high models (Codex, Claude Code, and similar) that cannot see this chat. Picks Pass / Outcome / Hard, gates when required, then watches the return and delivers without waiting to be asked.
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