What problem does it solve?
Large documents and mixed-document directories are difficult to read in a single pass and time-consuming to synthesize into actionable insights. This Skill automates chunking, section detection, and parallel summarization so users quickly get an executive summary, section-by-section summaries, and a professional .docx report.
Core Features & Use Cases
- Formats & inputs: Supports PDF, DOCX, TXT, and Markdown files as a single file or a directory of mixed documents.
- Chunking & structure-aware processing: Detects section boundaries, splits text into token-aware chunks with overlap, and merges or splits sections as needed.
- Parallel summarization: Coordinates multiple summarizer agents for medium/large jobs and collects section summaries into a unified report.
- Output & workflows: Produces a final .docx report and a plain-text final_summary.md alongside chunk/summaries work files; includes dependency checks and graceful fallbacks for extraction.
- Error handling: Handles unsupported formats, empty extraction (suggests OCR), missing scripts, and agent failures with clear user prompts.
Quick Start
Summarize the folder /path/to/docs into a unified executive summary and produce the final .docx report.
