knowledge-absorber

What problem does it solve?

This Skill analyzes long documents, web pages, and code, and converts them into structured, teachable notes (Markdown + HTML) with built-in truth anchoring to identify outdated or disputed claims.

Core Features & Use Cases

• Content Ingestion & Cleansing: fetches content from URLs or local files, cleans noisy HTML, and handles multi-modal inputs (PDFs, OCR, DOC/DOCX).
• Truth Anchoring: extracts key claims, performs web audits to verify timeliness, and generates calibration notes to flag errors or outdated information.
• Narrative Construction: builds a structured teaching article using a universal template, including Mermaid diagrams for visual workflow.
• Dual-Mode Outputs: generates both Markdown and HTML artifacts suitable for knowledge bases and learning repositories.
• Use Case: transform multi-source research into a reusable learning resource for novices and experts alike.

Quick Start

To use the skill, provide a URL or local document path. The system will ingest content, perform truth anchoring, construct a narrative, and output knowledge_{YYYYMMDD}{Title}.md and knowledge{YYYYMMDD}_{Title}.html.