clarify-meAnalyze user's conversation to identify unclear parts and suggest better questions. Helps users express their problems more clearly.
Install via ClawdBot CLI:
clawdbot install JDChi/clarify-meGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 21, 2026
When customers describe technical issues vaguely (e.g., 'my app is broken'), this skill can analyze the conversation and prompt the customer to provide specific error codes, device details, or steps to reproduce the issue, improving resolution efficiency.
Students often ask ambiguous questions like 'I don't understand this concept.' The skill identifies missing context (e.g., which textbook, specific example) and guides them to ask more precise questions, enhancing learning outcomes.
Patients may describe symptoms vaguely (e.g., 'I have pain'). The skill analyzes conversations to pinpoint unclear terms and prompts for details like location, duration, and severity, aiding in more accurate preliminary assessments.
Clients might state legal issues without context (e.g., 'I need help with a contract'). The skill identifies assumptions and missing details, suggesting they specify contract type, parties involved, and jurisdiction for better advice.
Developers post unclear bug reports (e.g., 'code not working'). The skill analyzes threads to highlight vague references and suggests including error logs, code snippets, and environment details, streamlining troubleshooting.
Offer basic clarification features for free to attract users, with premium tiers providing advanced analysis, integration with other tools, and custom suggestion templates. Revenue comes from monthly subscriptions.
License the skill as an API to businesses for embedding in their customer service platforms, educational apps, or healthcare systems. Charge based on usage volume or per-query fees.
Sell customized versions to large enterprises for internal use, such as in employee training or IT help desks, with features like domain-specific terminology support and analytics dashboards.
💬 Integration Tip
Integrate this skill into chat interfaces via webhooks or APIs, ensuring it accesses recent conversation history to provide context-aware suggestions without storing sensitive data.
Scored Jun 19, 2026
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