ClaudSkills / Science & Research / research-methods

Task Clarifier

Q: What is a Claude Code skill and how does the Task Clarifier skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Task Clarifier is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: Science & Research · Sub-category: research-methods · Last updated: 2026-06-17

Convergent need-alignment system. Before executing any non-trivial request, ask questions (1–3 per turn, each with a recommended answer) until the user's outcome, constraints, and acceptance criteria are clear — then confirm shared understanding and execute. Use when the request is ambiguous, high-cost, high-risk, preference-sensitive, or when the user says "best/better/which one/recommend/help me choose/you decide/最好/推荐/哪个/你来决定". Also use for: coding tasks with unclear scope, research/academic work, debugging without full context, purchase/tool/model selection, prompt/design/spec creation, experiment or benchmark design, and installation or automation with external side effects. Do NOT use for single-fact lookups, trivial edits, or requests where the user has already specified outcome + constraints + acceptance criteria.

From the source SKILL.md

Language rule: Always use the user's language. If the user writes Chinese, ask and confirm in Chinese throughout.

What this skill does

Task Clarifier is a community-contributed Claude Code skill in the research-methods sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/task-clarifier/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when the request is ambiguous, high-cost, high-risk, preference-sensitive, or when the user says "best/better/which one/recommend/help me choose/you decide/最好/推荐/哪个/你来决定". Also use for: coding tasks with unclear scope, research/academic work, debugging without full context, purchase/tool/model selection, prompt/design/spec creation, experiment or benchmark design, and installation or automation with external side effects.

Who uses this skill

The Task Clarifier Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 118,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/task-clarifier
curl -L https://claudskills.com/skills/task-clarifier/SKILL.md \
  -o ~/.claude/skills/task-clarifier/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/task-clarifier/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/task-clarifier/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\task-clarifier\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Task Clarifier Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/task-clarifier/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Task Clarifier skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Task Clarifier skill?

Use Task Clarifier when your Claude Code task falls under the Science & Research category — specifically in the research methods area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Task Clarifier" or describe the task and let Claude pick). Browse related skills at /category/science/.

What is a Claude Code skill and how does the Task Clarifier skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Task Clarifier is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/dongshuyan/compass-skills/blob/HEAD/skills/task-clarifier/SKILL.md
License: MIT
Author: dongshuyan

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

dongshuyan. (2026). Task Clarifier [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/task-clarifier/

BibTeX

@misc{task-clarifier-2026,
  author    = {dongshuyan},
  title     = {Task Clarifier [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/task-clarifier/}
}

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