Documentation

LLM Skills for FOIA

Use your preferred AI assistant (Claude Desktop, ChatGPT, or others) with our specialized FOIA skills to generate comprehensive public records requests.

What Are LLM Skills?

LLM skills are specialized instructions that enhance AI assistants like Claude Desktop and ChatGPT with domain expertise. Our FOIA skills package gives your AI:

  • Complete Transparency Law Knowledge

    All 51 US jurisdictions with statutes, deadlines, fees, and special rights

  • Professional Request Templates

    Proven language patterns, proper citations, exemption mitigation strategies

  • Strategic Guidance

    How to handle denials, appeal processes, exemption counters

Available Skills

FOIA Request Generator

Generate complete FOIA requests with proper legal formatting, statutory citations, and strategic language.

Coming Soon

Exemption Analyzer

Analyze agency denials and generate appeal letters with legal arguments to counter exemption claims.

Coming Soon

Special Rights Finder

Discover your special rights of access: fee waivers, expedited processing, journalist privileges, and more.

Coming Soon

Statute Search

Search full statutory text across all 51 jurisdictions to find specific legal citations and requirements.

Coming Soon

How to Use LLM Skills

1

For Claude Desktop

Install skills in Claude Desktop's MCP server configuration

Instructions will be provided when skills are released.

  • Download skill package
  • Add to Claude Desktop config
  • Restart Claude Desktop
  • Generate FOIA requests with AI assistance
2

For ChatGPT & Other LLMs

Copy and paste skill instructions directly into your conversation

Instructions will be provided when skills are released.

  • Download skill as text file
  • Copy skill instructions
  • Paste into ChatGPT conversation
  • Ask for FOIA request generation

Why Use LLM Skills?

Professional-Quality

Generate requests that approach what a $300/hour transparency attorney would write

Use Your Preferred AI

Works with Claude Desktop, ChatGPT, or any LLM that supports skills/instructions

Open Source & Free

All skills are free to download and use. No subscriptions, no paywalls.

Getting Started

Prerequisites

  • Claude Desktop, ChatGPT Plus, or similar LLM interface
  • Basic understanding of FOIA/public records requests
  • Information about the records you're requesting

Skills Package Release: Coming Soon

We're finalizing the FOIA skills package. Sign up below to be notified when it's available for download.

Get Notified When Skills Are Released

Be the first to know when our LLM skills package is available. We'll send you download links and setup instructions.

Additional Resources