A sophisticated data visualization skill that generates variable-width column and bubble charts to map profitability against market share.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install weighted-column
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 weighted-column 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 Weighted Column Chart Skill?
The weighted-column skill is a powerful analytical tool designed for Openclaw Skills users who need to visualize complex competitive landscapes. It goes beyond standard bar charts by using variable widths and bubble dimensions to represent multiple data layers—such as revenue, Return on Sales (ROS), and market valuation—within a single cohesive framework.
By synthesizing financial metrics into visual matrices, this skill enables AI agents to provide deep strategic insights. It allows businesses to identify where they sit relative to competitors, distinguishing between high-volume players, niche leaders, and underperforming entities using time-tested strategic frameworks like Porter's Competitive Strategy.
Weighted Column Chart Skill Use Cases
- Competitive positioning analysis to compare company performance against industry averages.
- Product portfolio management to identify Stars, Cash Cows, Question Marks, and Dogs.
- Pricing strategy evaluation by correlating profit margins with market share.
- Investor relations and M&A due diligence to visualize company valuation and market footprint.
How Weighted Column Chart Skill Works
- Axis Definition: The skill identifies the primary dimensions for the X-axis (Market Share) and Y-axis (Return on Sales).
- Data Aggregation: It gathers raw financial data including revenue, net margins, and specific market share percentages.
- Metric Calculation: The system automatically calculates derivative metrics like ROS and ranks companies based on performance.
- Visualization Generation: It constructs a weighted column or bubble chart where bubble size reflects valuation and color indicates profitability.
- Strategic Mapping: The skill categorizes entities into quadrants to determine their strategic market position.
- Insight Synthesis: It generates a final report detailing strengths, weaknesses, and actionable strategic implications.
Weighted Column Chart Skill Setup
To integrate this capability into your AI agent environment, ensure you have the core Openclaw Skills library installed and add the weighted-column definition to your skill manifest.
# Install the Openclaw Skills CLI
npm install -g @openclaw/cli
# Add the weighted-column skill to your local project
openclaw add weighted-column
Weighted Column Chart Skill Data Schema & Taxonomy
The skill organizes data into a structured matrix to ensure consistent visualization output. Below is the primary metadata taxonomy used:
| Attribute | Description | Data Type |
|---|---|---|
| Company | The name of the entity being analyzed | String |
| Revenue | Total income generated | Currency |
| Margin | Profit margin percentage | Percentage |
| ROS | Return on Sales (Y-axis) | Percentage |
| Market Share | Relative market presence (X-axis) | Float |
| Bubble Size | Represents NPV or Company Valuation | Area Value |
| Color Code | Red (Loss), Yellow (Breakeven), Green (Profit) | Hex/Status |
Weighted Column Chart Skill Advanced Features
- Multi-agent support for collaborative financial auditing and competitive intelligence.
- 4-Quadrant analysis automation for instant Boston Consulting Group (BCG) matrix generation.
- Variable width column support to represent market share volume visually within the bar itself.
- Dynamic trend line annotation to show movement in competitive positioning over multiple fiscal periods.
SKILL.md
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