A structured decision-support tool that generates weighted matrices to evaluate tradeoffs and identify low-risk next steps.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install decision-matrix-sprint
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-matrix-sprint 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 Matrix Sprint?
Decision Matrix Sprint is a specialized utility designed for Openclaw Skills that transforms ambiguous choices into structured, data-driven frameworks. By utilizing a weighted scoring system, it allows developers and project managers to compare multiple options against customized criteria like effort, cost, and strategic fit.
This skill focuses on removing analysis paralysis by making provisional assumptions when data is sparse, ensuring the workflow remains fluid. It prioritizes practical outcomes, providing not just a mathematical winner, but also a qualitative readout and a reversible next step to maintain optionality while making progress.
Decision Matrix Sprint Use Cases
- Comparing different technical stacks or third-party APIs for a new feature.
- Prioritizing product roadmap items based on stakeholder impact and maintenance burden.
- Evaluating architectural patterns when the margin between options is small.
- Organizing internal team tradeoffs where emotional costs and effort need to be quantified.
How Decision Matrix Sprint Works
- The skill analyzes the user's decision context and identifies 3 to 5 viable options.
- It establishes a set of brief assumptions to ground the scoring logic.
- A 1-5 scoring scale is applied across criteria with weights totaling 100%.
- A Markdown-formatted matrix is generated to visualize the weighted totals.
- The system provides a leading option readout and identifies potential risks or hidden costs.
- It concludes by suggesting a small, reversible action to generate evidence within 72 hours.
Decision Matrix Sprint Setup
To integrate Decision Matrix Sprint into your workflow, ensure your agent environment supports Openclaw Skills.
# Standard installation via your agent manager
claw install decision-matrix-sprint
Once installed, trigger the skill by describing your dilemma and requesting a weighted analysis.
Decision Matrix Sprint Data Schema & Taxonomy
The skill produces a structured one-page output using a specific metadata taxonomy:
| Section | Description |
|---|---|
| Decision Frame | Defines the decision name and the set of options compared. |
| Assumptions | A list of 3-6 factors shaping the current scoring logic. |
| Weighted Matrix | A Markdown table containing criteria, weights (%), and scores (1-5). |
| Readout | Qualitative analysis of the leader and sensitivity to assumptions. |
| Next Step | A time-bound (24-72h) action item focused on reversibility. |
Decision Matrix Sprint Advanced Features
- Provisional Logic: Automatically generates reasonable assumptions to avoid blocking workflows when inputs are missing.
- Sensitivity Analysis: Notes when results are highly sensitive to specific assumptions or small margins.
- Domain Safety: Includes built-in disclaimers for professional advice domains while maintaining structured thinking utility.
- Multi-Criteria Customization: Dynamically selects criteria like reversibility, emotional cost, and stakeholder impact based on context.
SKILL.md
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