An AI-powered decision support system that applies structured analytical frameworks to eliminate overthinking and provide clear, actionable choices in seconds.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install decision-helper
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 decision-helper 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 Decision Helper?
Decision Helper is a specialized AI skill designed to act as a strategic advisor for both daily choices and major life milestones. By moving beyond intuition, this skill utilizes proven logical models to analyze trade-offs, risks, and long-term impacts. It is specifically engineered to detect signals of hesitation and automatically trigger the most appropriate analytical framework. As a key component of the Openclaw Skills ecosystem, it ensures that users can make high-stakes decisions with confidence and speed.
Decision Helper Use Cases
- Resolving career dilemmas such as whether to resign or accept a new job offer.
- Comparing complex products like vehicles or real estate using multi-dimensional criteria.
- Evaluating the risk-to-reward ratio for financial investments and business ventures.
- Overcoming the fear of regret by analyzing the reversibility of a specific choice.
- Shifting perspective on personal problems using temporal analysis models.
How Decision Helper Works
- The skill monitors interaction for high-importance keywords like purchase, invest, or quit, alongside emotional signals of uncertainty.
- It assesses the complexity and emotional weight of the decision to select one of five frameworks: Pros/Cons, Decision Matrix, Worst-Case Scenario, 10-10-10, or Reversibility Test.
- The AI processes the user's variables through the selected framework to create a structured comparison.
- A concise report is generated within 30 seconds, highlighting the net assessment and key differences between options.
- It concludes with a direct recommendation and a prompt to help the user finalize their commitment.
Decision Helper Setup
To integrate this decision-making logic into your environment, add the skill to your agent configuration. This is a native skill within the Openclaw Skills library.
# Enable the decision-helper skill
openclaw skills add decision-helper
openclaw skills configure decision-helper --auto-trigger true
Decision Helper Data Schema & Taxonomy
The Decision Helper organizes data into a structured output format to ensure clarity and reproducibility:
| Data Point | Description |
|---|---|
| Decision Type | Classification of the decision (e.g., binary choice, multi-factor comparison). |
| Framework Applied | The specific logical model used (e.g., 10-10-10 or Decision Matrix). |
| Weighted Criteria | A list of factors and their relative importance (0-100%). |
| Risk Profile | Assessment of the worst-case scenario and reversibility score. |
| Actionable Advice | A clear summary of the recommended path based on net logic. |
Decision Helper Advanced Features
- Auto-triggering logic that detects high-confidence signals and emotional hesitation.
- Weighted Decision Matrices for objective, multi-variable comparisons across multiple options.
- Temporal perspective shifting (10-10-10 framework) to mitigate short-term emotional bias.
- Reversibility testing to optimize decision speed (fast vs. slow thinking).
- Seamless multi-agent support within the Openclaw Skills framework for collaborative analysis.
SKILL.md
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