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Install in OpenClaw
/install scatter-graphs
Description
Visualize relationships between two variables. Use for correlation analysis and pattern identification.
Usage Guidance
This skill is a textual template for interpreting scatter plots—it won't compute correlations or draw charts by itself. If you expect automatic plotting or data analysis, you'll need either a code-based skill that uses plotting libraries or to supply the agent with data and tools. Because this skill has no access to files, env vars, or external services, it is low-risk; nevertheless, verify how your agent will obtain any input data (e.g., uploaded files or connected data sources) before using it with sensitive data.
Capability Analysis
Type: OpenClaw Skill
Name: scatter-graphs
Version: 1.0.0
The scatter-graphs skill bundle is a purely informational template designed to guide an AI agent in performing correlation analysis and generating scatter plot reports. It contains no executable code, network requests, or instructions that could lead to data exfiltration or unauthorized system access, and its content in SKILL.md is entirely consistent with its stated purpose.
Capability Assessment
Purpose & Capability
Name and description (visualize relationships with scatter graphs) match the skill contents. The skill is purely instructional and does not declare any unrelated requirements (no env vars, binaries, or installs).
Instruction Scope
SKILL.md gives templates and interpretation guidance but is high-level: it assumes the agent or user will supply data/arguments (uses $ARGUMENTS) and does not include concrete steps to compute correlations or generate image files. The instructions do not request reading system files, secrets, or contacting external endpoints.
Install Mechanism
No install spec or code files are present; nothing will be written to disk or downloaded by the skill itself.
Credentials
The skill requests no environment variables, credentials, or config paths—proportionate to an instruction-only visualization guidance skill.
Persistence & Privilege
always is false and the skill does not request persistent presence or privileged configuration changes. Autonomous invocation is allowed by platform default but combined with no privileges this is not concerning.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install scatter-graphs - After installation, invoke the skill by name or use
/scatter-graphs - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of scatter-graphs skill for visualizing relationships between two variables.
- Provides templates and frameworks for correlation analysis and scatter plot interpretation.
- Includes guides for identifying pattern types, correlation strengths, and actionable findings.
- Offers tips on causation, outlier analysis, and segmentation for deeper insights.
Metadata
Frequently Asked Questions
What is Scatter Graphs?
Visualize relationships between two variables. Use for correlation analysis and pattern identification. It is an AI Agent Skill for Claude Code / OpenClaw, with 173 downloads so far.
How do I install Scatter Graphs?
Run "/install scatter-graphs" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Scatter Graphs free?
Yes, Scatter Graphs is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Scatter Graphs support?
Scatter Graphs is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Scatter Graphs?
It is built and maintained by linuszz (@linuszz); the current version is v1.0.0.
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