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task-clarifier

仓库创建 2026年6月15日最近提交 16 天前SkillHot 收录 20 天前

⬈ GitHub 仓库 ⬈ SKILL.md 原文件 ⬇ Raw 原始文件

▸ 精选理由

擅长把模糊需求拆解为可执行任务，适合复杂需求收集。

这个 Skill 做什么

以多轮提问澄清用户需求，直到用户和代理都明确任务目标与边界。

通过多轮提问把模糊的任务要求一点点问清楚，直到你和 AI 都确认目标、范围和验收标准一致。必须被你显式叫起才会开始，不会在执行中途自动插手。适合在立项、分配任务或交付前用来把抽象需求拆成可执行的步骤。

▸ 展开 SKILL.md 英文原文

Deep need-clarification skill. Activates only on explicit invocation: direct reference to $task-clarifier, or trigger phrases "帮我理清需求" / "需求澄清" / "clarify" / "clarify my needs" / "help me clarify". Once activated, keeps asking until all three goals are met: the user fully understands their own needs, the AI fully understands the user's needs, and the user confirms the AI's understanding is correct. Does not auto-activate; does not intervene in task execution unless explicitly invoked.

Skill 开发管理需求澄清多轮提问用户引导通用

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安装 / 使用

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帮我安装这个 skill：https://raw.githubusercontent.com/dongshuyan/compass-skills/master/skills/task-clarifier/SKILL.md

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SKILL.MD 节选查看完整文件 ↗

# Task Clarifier

## Language Rule

**All output directed at the user — questions, options, recommendations, confirmations, summaries — must be written in the user's language.** Detect the user's language from their message. Default to Chinese when unknown. If the user writes Chinese, every word of output must be Chinese. Do not use English in any user-facing output unless the user writes in English.

## Three Goals (all must be met before ending)

1. **Help the user fully understand their own needs** — including dimensions the user has not yet considered, latent contradictions, and implicit assumptions that materially affect the outcome
2. **Help the AI fully understand the user's needs** —

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