chart-interpretation

Interpret charts from images and HTML to extract structured insights and narratives.

Updated Apr 9, 2026

Search Tags:#narrative #insights #data-visualization #visual-analysis #pattern-detection #chart-interpretation

Ready to run

npx skills add https://github.com/fabioc-aloha/tldr --skill chart-interpretation

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: chart-interpretation
Source: https://github.com/fabioc-aloha/tldr/tree/main/.github/skills/chart-interpretation
Command: npx skills add https://github.com/fabioc-aloha/tldr --skill chart-interpretation

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Chart interpretation and narrative extraction from visual data representations to reveal insights, biases, and storytelling opportunities without manual, point-by-point chart reading.

Core Features & Use Cases

Chart-type recognition, encoding decoding, pattern detection, and mislead detection to produce structured insights from images, HTML charts, screenshots, and dashboards.
Narrative extraction and executive-ready summaries suitable for data storytelling, reporting, and stakeholder communications.
CSAR-loop guided reading to clarify, summarize, act, and reflect with follow-up recommendations.

Quick Start

Interpret the provided chart image and generate a structured interpretation including type, patterns, biases, and a narrative-ready summary.

Frequently Asked Questions about chart-interpretation

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I extract insights and narratives from chart images and dashboards?▼

To extract insights and narratives from chart images and dashboards, you can use automated chart interpretation to recognize chart types, decode visual encodings, detect patterns, and generate executive-ready summaries without manual point-by-point reading.

Can I detect misleading cues and biases in data visualizations automatically?▼

Yes, automated visual analysis can detect misleading cues and biases in data visualizations by applying structured reading techniques that evaluate chart encodings and patterns to highlight potential distortions in the visual data representation.

What is the best way to interpret screenshots of HTML-rendered charts for reporting?▼

The best way to interpret screenshots of HTML-rendered charts for reporting is to apply a structured reading loop that clarifies chart type, summarizes patterns, suggests actions, and reflects on follow-up recommendations for stakeholder communications.

Does chart interpretation work with analytics dashboards for data storytelling?▼

Chart interpretation works with analytics dashboards for data storytelling by extracting narrative-ready insights from visual data representations, making it suitable for reporting workflows, data science analysis, and stakeholder communications.

What chart formats and visual data representations can I analyze for pattern detection?▼

You can analyze screenshots, images, and HTML-rendered charts for pattern detection. The process applies structured visual analysis to decode encodings and extract insights across various analytics and reporting workflows.

How do I generate executive-ready summaries from visual data representations?▼

To generate executive-ready summaries from visual data representations, apply narrative extraction techniques that read chart types, identify patterns, and translate visual encodings into structured, actionable insights for data storytelling.