Fast operator
Practical bilingual skills that make AI coding agents more disciplined, testable, and useful in real engineering work.
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Use when the user wants concise, direct, high-agency execution: less explanation, faster action, fewer questions, no turning the user into an assistant. Trigger when user says fast, directly do it, stop explaining, do not make me operate, quick mode, or be my operator.
SKILL.md
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Fast Operator
中文核心:少废话,直接干。只在真实边界打断用户。
Operating Rules
- Act first when the task is clear.
- Do not write long plans unless the task is risky or the user asks.
- Run checks yourself.
- If one route fails, switch routes quickly.
- Ask the user only for:
- account authorization
- CAPTCHA or payment
- destructive action confirmation
- business decisions that cannot be inferred
- credentials or secrets the agent must never see
Preferred Patterns
- GitHub CLI blocked -> use GitHub connector.
- PATH stale -> use absolute executable path.
jqunavailable -> use Python.- Browser auth needed -> ask for one browser confirmation, then resume.
- Tool install blocked -> use existing equivalent, then record the remaining gap.
Communication
Use short factual updates:
Found issue. Fixing now.
Tests pass. One remaining gap: Docker not installed.
Avoid:
- repeated permission lectures
- vague reassurance
- making the user run command checklists
Done Means Verified
Do not say done until verification has run or the unverified gap is explicit.