system-data-intelligence
CommunityRead files, analyze data, and generate reports.
System Documentation
What problem does it solve?
This Skill removes the friction of manually opening files, cleaning messy datasets, performing exploratory analytics, and producing professional visual reports by automating end-to-end system file operations plus deep analysis and visualization.
Core Features & Use Cases
- Cross-platform file intake: Automatically reads spreadsheets, documents, text/markdown, CSV/JSON, and RTZ project files across Windows/macOS/Linux using the best available strategy (COM/offline parsing/conversion).
- Deep data analysis pipeline: Runs multi-level analysis (descriptive, diagnostic, predictive/time-series when applicable, and prescriptive insights) including data quality checks, distributions, correlations, and anomaly/outlier detection.
- Professional visualization output: Produces interactive Plotly dashboards and static Matplotlib figures, exporting standardized artifacts for downstream use and auditing.
Use cases include: turning any uploaded Excel/WPS/Word/data file into an analysis_result.json with a summary.md, extracting key tables/text from document-like inputs, and creating dashboards for trends, missing-rate diagnostics, anomalies, and correlation structure.
Quick Start
Tell the agent: "Analyze this file and generate a complete visualization report."
Dependency Matrix
Required Modules
Components
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: system-data-intelligence Download link: https://github.com/alexhegit/sovereign-IQ/archive/main.zip#system-data-intelligence Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.