Capability matrix

Skillsin orbit.

A connected toolkit for solving problems with code, data, interfaces and intelligent automation.

Applied · Expanding · Always learning

D / CORE

INTELLIGENCEWEBAUTOMATIONDATA

0Capability domains

0+Tools & methods

APIIntegration mindset

∞Learning horizon

Technical constellation

Tools that turn intent into output.

Capabilities are grouped by how they create value—not by arbitrary proficiency percentages.

Programming

01 / CORE

PythonJavaScript ES6+HTML5CSS3SQLGitGitHubProblem Solving

Application logicAPPLIED

Engineering foundationsGROWING

Artificial Intelligence

02 / AI

Machine LearningPrompt EngineeringOpenAI APIsLLMsAI ToolsAI Workflow DesignAI AgentsAutomation using AI

AI integrationACTIVE

Machine learning depthEXPANDING

Data Analytics

03 / DATA

Python for AnalysisPandasNumPyMatplotlibData CleaningData VisualizationExploratory Data AnalysisDashboard DesignStatistical AnalysisExcel AnalyticsPower BI · Learning

Analysis workflowAPPLIED

Web Development

04 / WEB

Semantic HTMLModern CSSJavaScriptResponsive DesignREST APIsFirebaseUI/UXAccessibilityPerformance

Interface engineeringAPPLIED

Automation

05 / FLOW

n8nWorkflow AutomationAPI IntegrationsWebhooksWhatsApp AutomationAI AgentsBusiness Process AutomationError Handling

Workflow designACTIVE

Working Method

06 / HUMAN

Requirements ThinkingRapid PrototypingDebuggingDocumentationIterative ImprovementCuriosityClear Communication

Skill signals describe current practice and learning direction—not certifications or years of employment.

Capabilities in context

See how the stack becomes real work.

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