Judgment Infrastructure for Human-Led AI

Portable agent skills by Greg Lichtenthal for people who want AI to strengthen human creativity, judgment, and agency.

Ground Truth social preview
Claude Codex Critical thinking

Ground Truth

Calibrated honesty and anti-sycophancy for plans, decisions, reviews, and ideas.

Frequently Asked Questions

What is judgment infrastructure for human-led AI?

It is a set of portable AI skills that help people structure messy information, challenge their own reasoning, and make better decisions without outsourcing human judgment.

When should I use The Briefing Room, Ground Truth, or The Quorum?

Use The Briefing Room when the context is messy, Ground Truth when you want honest critique on a plan or claim, and The Quorum when you need multiple expert lenses on a consequential decision.

How do I install these skills in Codex or Claude?

Each skill has a GitHub repository, a release download for the packaged skill, and installation instructions for Codex and Claude. The catalog links directly to all three install files.