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uap-release-analyzer

Analyze declassified UAP document releases into structured reports

Analyzes folders of declassified UAP and UFO documents from war.gov, FBI Vault, NARA, and AARO into structured reports. Extracts PDF text, classifies files by agency, and surfaces locations, names, year clusters, and redaction patterns. Eliminates hours of manual reading across thousands of pages with idempotent scripts that skip completed work. Produces a standardized 11-section report with honest caveats about scanned files and extraction limits.
npx skills add ckpxgfnksd-max/uap-release-analyzer --all -g -y

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Frequently Asked Questions

FAQPage Schema
How to install uap-release-analyzer?โ–ผ

Run `npx skills add ckpxgfnksd-max/uap-release-analyzer --all -g -y` in your terminal to install the skill globally. You will also need the pdfplumber and pypdf Python packages for PDF text extraction.

How to analyze declassified UFO document releases?โ–ผ

Point the skill at your release folder and it runs a four-step pipeline: inventory, text extraction, entity and redaction analysis, then a written report. It handles war.gov PURSUE releases, FBI Vault tranches, NARA boxes, and AARO publications.

Can it find redaction patterns in FBI files?โ–ผ

Yes. It counts FOIA exemptions like (b)(1) and (b)(6) plus classification stamps such as NOFORN and CUI per file, so the report names the most-redacted documents and explains the patterns.

What happens with scanned PDFs that have no text?โ–ผ

Scanned files are flagged as needing OCR rather than silently skipped, and the report's caveats section lists exactly which files could not be read. You can run Tesseract afterward if you need that content searchable.

Does it work with Claude Code?โ–ผ

Yes. It follows the standard SKILL.md format and runs directly in Claude Code and other compatible agents, triggering automatically when you reference a folder of declassified documents.

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