uap-release-analyzer
CommunityTransform declassified UFO documents into structured reports.
Authorckpxgfnksd-max
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill streamlines the process of inventorying, analyzing, and summarizing large collections of declassified UAP/UFO documents, saving researchers time.
Core Features & Use Cases
- Automated File Inventory: Classifies files, counts pages, and infers source agencies based on filename patterns.
- Text Extraction & Flagging: Extracts readable text from PDFs using pdfplumber, flags files needing OCR, and handles scan-only documents.
- Content Analysis & Pattern Surfacing: Identifies key locations, phenomena, redaction markers, and named entities via keyword and regex matching.
- Structured Reporting: Generates comprehensive reports with summaries, top terms, and redaction patterns to facilitate quick understanding and comparison of document tranches.
- Use Case: Upload a folder of thousands of UFO-related documents; run the skill to produce an immediate, structured overview suitable for intelligence analysis or academic research.
Quick Start
Run the entire analysis pipeline on your document folder by executing 'python scripts/run_all.py' with the folder path to generate the inventory, analytics, and report.
Dependency Matrix
Required Modules
pdfplumberpypdf
Components
scriptsreferences
💻 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: uap-release-analyzer Download link: https://github.com/ckpxgfnksd-max/uap-release-analyzer/archive/main.zip#uap-release-analyzer Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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