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Judgment Infrastructure for Human-Led AI

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

This catalog is built around judgment infrastructure for human-led AI work: organize messy context, pressure-test the thinking, deliberate consequential decisions, and test ideas before trusting them.

Read the short thesis: Judgment Infrastructure for Human-Led AI

Start with the guided workflow: Start Here

See the full loop in one scenario: Judgment Infrastructure Demo (Markdown source)

Browse practical use cases: Product Strategy · Founder Decisions · Research Synthesis · Career Decisions

Awesome list: awesome-judgment-infrastructure

Start here

If you have... Use...
Messy notes, transcripts, research, or context The Briefing Room
A claim, plan, draft, or idea that needs honest critique Ground Truth
A consequential decision with real trade-offs The Quorum
An idea, claim, or decision that needs a small test before commitment Test Drive

Skills

The Briefing Room preview

Turn messy context into a brief you can think with.

Ground Truth preview

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

The Quorum preview

A five-member expert council that pressure-tests consequential decisions.

Test Drive preview

Test an idea before you trust it.

Compatibility

These skills are designed for Claude and Codex-style agent workflows. Each repository includes its own installation instructions and Codex interface metadata.

How they fit together

  • The Briefing Room organizes messy context into a structured brief.
  • Ground Truth pressure-tests the brief, claim, plan, or draft.
  • The Quorum convenes multiple expert lenses for consequential decisions.
  • Test Drive turns ideas, claims, and decisions into small evidence-seeking trials.