Use The Briefing Room to turn notes, transcripts, research, and fragments into a brief.
Judgment Infrastructure for Human-Led AI
Portable agent skills by Greg Lichtenthal for people who want AI to strengthen human creativity, judgment, agency, and evidence-seeking action.
Start Here
Use Ground Truth to pressure-test the thinking before you act on it.
Use The Quorum to deliberate trade-offs through multiple expert lenses.
Use Test Drive to turn it into the smallest credible test.
The Judgment Loop
You do not need the full loop every time. Start with the part that matches what you have: messy context, a claim to test, a consequential decision, or an idea that needs evidence.
Use Cases
Use the loop for customer feedback, roadmap bets, positioning, and prioritization. Open use case.
Pressure-test pivots, senior hires, fundraising narratives, and strategic bets. Open use case.
Turn papers, interviews, notes, and evidence dumps into structured judgment. Open use case.
Clarify offers, role changes, trade-offs, and small experiments without outsourcing judgment. Open use case.
The Briefing Room
Turn messy context into a brief you can think with.
Ground Truth
Calibrated honesty and anti-sycophancy for plans, decisions, reviews, and ideas.
The Quorum
A five-member expert council that pressure-tests consequential decisions.
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.
What is an agent skill?
An agent skill is a portable set of instructions, examples, and metadata that helps an AI agent perform a specialized workflow more reliably than a one-off prompt.
What is evidence design?
Evidence design means identifying what kind of signal would make an idea more or less trustworthy, then creating the smallest useful test to gather that signal.
When should I use The Briefing Room, Ground Truth, The Quorum, or Test Drive?
Use The Briefing Room when the context is messy, Ground Truth when you want honest critique on a plan or claim, The Quorum when you need multiple expert lenses on a consequential decision, and Test Drive when you need evidence before committing.
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 Claude and Codex. The catalog links directly to all four install files.