An intelligent middleware skill that automatically refines, expands, and answers user queries to ensure maximum clarity and depth.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install question-enhancer
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install question-enhancer using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Question Enhancer?
The Question Enhancer is a sophisticated diagnostic and optimization layer designed for Openclaw Skills. It acts as an automated quality controller for human-AI interaction, transforming vague or incomplete prompts into professional, multi-dimensional inquiries before providing a structured solution. By bridging the gap between what a user asks and what they actually need to know, it ensures that every interaction yields high-value, actionable intelligence.
This skill is particularly effective for power users who require deep dives into complex topics. Instead of a simple response, the Question Enhancer provides a full ecosystem of information, including risk assessments, step-by-step methodologies, and logical extensions of the original thought, all delivered through a streamlined CLI and Telegram interface.
Question Enhancer Use Cases
- Clarifying ambiguous technical or business questions that lack specific context.
- Expanding a simple query into a comprehensive research framework covering risks and alternatives.
- Automating the diagnostic process for troubleshooting or complex problem-solving.
- Ensuring high-quality, structured answers for users operating via constrained interfaces like Telegram.
How Question Enhancer Works
- Initial Diagnosis: The system evaluates the original prompt for clarity, completeness, and logical consistency.
- Problem Identification: It explicitly flags ambiguities, missing key information, or potential misinterpretations.
- Query Refinement: The skill rewrites the question into a precise, professional format.
- Dimensional Expansion: It adds 3-5 high-value derivative questions covering causes, methods, risks, and case studies.
- Comprehensive Resolution: Based on the optimized query, it generates a structured, step-by-step solution.
- Synthesis: The workflow concludes with a single-sentence core summary and a strategic follow-up suggestion.
Question Enhancer Setup
To integrate this skill into your Openclaw Skills environment, add the question-enhancer directory to your project and ensure your configuration matches the following:
# Example installation into your local agent environment
openclaw install question-enhancer
# Configure user profile settings
export USER_NAME="Simon"
export AI_NAME="hehe"
Question Enhancer Data Schema & Taxonomy
The Question Enhancer utilizes a multi-stage data processing structure to organize output:
| Stage | Data Generated | Output Format |
|---|---|---|
| Diagnostics | Clarity/Logic scores | Markdown List |
| Expansion | 3-5 Derivative Questions | Unordered List |
| Solution | Step-by-step Action Plan | Structured Text |
| Summary | Core Intent Synthesis | Single Sentence |
Metadata includes versioning (1.0) and channel-specific formatting for dual-delivery (Telegram + CLI).
Question Enhancer Advanced Features
- Automatic Triggering: Operates seamlessly in the background without requiring specific command prefixes.
- Multi-Channel Dual-Delivery: Synchronized output to both Telegram and Command Line Interfaces.
- Heuristic Dimension Mapping: Covers seven specific logical dimensions including risks, exceptions, and comparisons.
- Proactive Engagement: Generates predictive follow-up questions to guide the user toward the next logical step in their workflow.
SKILL.md
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