clarify

clarify: 这个 Skill 做什么

clarify is a reusable agent skill listed on skills.sh under pbakaus/impeccable. skills.sh rank #129, installs 81.6K, GitHub stars 29.9K, first seen Mar 4, 2026.

Identify and improve unclear interface text to make products easier to understand and use. Assesses copy across error messages, form labels, buttons, help text, empty states, success messages, and confirmation dialogs to find jargon, ambiguity, passive voice, and missing context Requires frontend-design skill context and audience analysis before proceeding; gathers technical level and user mental state to inform improvements Applies core principles: be specific, concise, active, human, and helpful; prioritizes actionable guidance over vague explanations Verifies improvements against comprehension, actionability, brevity, consistency, and tone fit for the situation

适合什么时候使用

• Use this skill when the task matches the package name, repository context, or skills.sh topic: development.
• Prefer it when a repeatable workflow is better than a one-off prompt: setup, review, design, deployment, automation, research, media generation, or operational checks.
• For production work, read the linked repository and install command before allowing the agent to run scripts or modify files.

Agent 应该如何使用

1. Confirm the user intent and whether this skill is the right fit.
2. Install or inspect the skill with the official command from skills.sh.
3. Read the local SKILL.md and only load extra files referenced by that skill.
4. Follow the skill's workflow, then verify the result with tests, screenshots, audits, or source-backed checks as appropriate.
5. Record any constraints, missing credentials, tool permissions, or security warnings before handoff.

质量与安全检查

• Check repository ownership and source reputation: pbakaus/impeccable.
• Review security audit signals before installing; skills.sh reports: Gen Agent Trust Hub Pass Socket Pass Snyk Pass.
• Never grant broad shell, browser, cloud, or deployment permissions without user approval.
• Treat generated output as draft until validated by the skill's own acceptance criteria.
• If the skill touches cloud resources, costs, credentials, customer data, or production deploys, require a human review step.

来源与安装

• skills.sh page: https://www.skills.sh/pbakaus/impeccable/clarify
• Repository: https://github.com/pbakaus/impeccable
• Install command: npx skills add https://github.com/pbakaus/impeccable --skill clarify

常见问题

Is clarify an agent, a prompt, or a skill?
It is a skill: a reusable package of task-specific instructions and supporting files that an agent can load when the user's request matches the workflow.

Should I install it automatically?
Only after checking the repository, install command, audit status, and whether the user wants this capability in the current agent environment.

What makes it useful for AIDreamHub users?
It helps users discover practical agent capabilities from the open skills ecosystem and compare them by task, source, install count, and operational risk.