readback
免费Restate the user's intention to verify alignment.
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Restate the user's intention to verify alignment.
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Proofreads and tightens supplied text while preserving meaning and voice. Use only when the user explicitly asks to rephrase, proofread, or tighten text.
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Rewrites technical review replies as short, natural Slack or PR messages between engineers. Use when asked to make a reply more casual, concise, less formal, or less AI-generated while keeping its main technical point.
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Turns an idea into an approved goal package under ai-artifacts. Use when work needs clarified intent, scope, accepted facts, an implementation plan, and an explicit handoff.
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Audits installed Agent Skills for duplicates, unused candidates, loaded roots, oversized descriptions, and prompt cost. Use when cleaning or debugging skill collections.
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Use whenever user wants to send a message or edit text, review a draft, or when writing markdown files.
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Produces implementation-ready technical specifications with concrete contracts, module boundaries, data flows, file changes, and test slices. Use for architecture or implementation handoffs.
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Layered technical-writing standard: Diátaxis structure, Google developer style sentences, STE instruction rules, Global English syntax. Use for /skill:technical-writing or when writing or reviewing docs, RFCs, readmes, PR descriptions, or commit messages.
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Maps a code path's types, abstractions, data flow, side effects, and errors. Use only when the user explicitly asks for a type breakdown of a feature, flow, or code path.
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