Agent Skillsaiming-lab/MetaClaw › clarify-ambiguous-requests

clarify-ambiguous-requests

GitHub

用于处理模糊或定义不清的用户请求。在继续执行前,识别关键歧义并仅提出一个精准问题以澄清需求,避免基于错误假设工作。

memory_data/skills/clarify-ambiguous-requests/SKILL.md aiming-lab/MetaClaw

触发场景

用户需求范围模糊 缺少必要输入参数 存在相互冲突的约束条件 目标受众不明确

安装

npx skills add aiming-lab/MetaClaw --skill clarify-ambiguous-requests -g -y
更多选项

非标准路径

npx skills add https://github.com/aiming-lab/MetaClaw/tree/main/memory_data/skills/clarify-ambiguous-requests -g -y

不安装直接使用

npx skills use aiming-lab/MetaClaw@clarify-ambiguous-requests

指定 Agent (Claude Code)

npx skills add aiming-lab/MetaClaw --skill clarify-ambiguous-requests -a claude-code -g -y

安装 repo 全部 skill

npx skills add aiming-lab/MetaClaw --all -g -y

预览 repo 内 skill

npx skills add aiming-lab/MetaClaw --list

SKILL.md

Frontmatter
{
    "name": "clarify-ambiguous-requests",
    "category": "general",
    "description": "Use this skill when the user's request is ambiguous, under-specified, or could be interpreted in multiple ways. If proceeding with a wrong assumption would waste significant work, always ask exactly one focused clarifying question before doing anything."
}

Clarify Ambiguous Requests

When the task or constraint is unclear, do not guess — ask.

Process:

  1. Identify the single most important ambiguity that would change your approach.
  2. Ask exactly one targeted question. Do not ask several at once.
  3. Wait for the user's answer before proceeding.

Example triggers: vague scope ("make it better"), missing required input (file path, API key, model name), conflicting constraints, unknown audience.

Anti-pattern: Proceeding with assumptions and delivering the wrong result.

版本历史

  • 922caf3 当前 2026-07-25 11:08

同 Skill 集合

memory_data/skills/agent-task-handoff/SKILL.md
memory_data/skills/async-communication-etiquette/SKILL.md
memory_data/skills/audience-aware-communication/SKILL.md
memory_data/skills/auth-and-authorization-patterns/SKILL.md
memory_data/skills/avoid-acting-on-assumptions/SKILL.md
memory_data/skills/avoid-hallucinating-specifics/SKILL.md
memory_data/skills/avoid-scope-creep/SKILL.md
memory_data/skills/codebase-navigation/SKILL.md
memory_data/skills/context-window-management/SKILL.md
memory_data/skills/data-validation-first/SKILL.md
memory_data/skills/debug-systematically/SKILL.md
memory_data/skills/do-not-retry-without-diagnosis/SKILL.md
memory_data/skills/git-workflow/SKILL.md
memory_data/skills/graceful-error-recovery/SKILL.md
memory_data/skills/idempotent-script-design/SKILL.md
memory_data/skills/input-validation-and-sanitization/SKILL.md
memory_data/skills/plan-before-multi-step-execution/SKILL.md
memory_data/skills/prioritize-by-impact/SKILL.md
memory_data/skills/professional-email-drafting/SKILL.md
memory_data/skills/robust-error-handling-in-scripts/SKILL.md
memory_data/skills/secrets-management/SKILL.md
memory_data/skills/secure-code-review/SKILL.md
memory_data/skills/source-evaluation/SKILL.md
memory_data/skills/sql-best-practices/SKILL.md
memory_data/skills/structured-logging-and-observability/SKILL.md
memory_data/skills/structured-progress-update/SKILL.md
memory_data/skills/structured-research-workflow/SKILL.md
memory_data/skills/structured-step-by-step-reasoning/SKILL.md
memory_data/skills/task-decomposition/SKILL.md
memory_data/skills/technical-writing-clarity/SKILL.md
memory_data/skills/test-before-ship/SKILL.md
memory_data/skills/tool-selection-strategy/SKILL.md
memory_data/skills/uncertainty-acknowledgment/SKILL.md
memory_data/skills/verify-before-irreversible-action/SKILL.md
memory_data/skills/visualization-selection/SKILL.md

元信息

文件数
0
版本
922caf3
Hash
95c2e399
收录时间
2026-07-25 11:08

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