Read · Download · Reuse

Real frameworks.

Not theory, not a list. Five-layer thinking systems you can read, download, and put to work. Built with the Framework Builder methodology, and open for anyone to use.

Built with Framework Builder

Worked examples of the five-layer method applied across different domains.

Framework Builder

Underspecification Diagnostic

Generic AI output is the correct answer to an underspecified question. Diagnose what you withheld: your standard, your context, or your reasoning.

Read it →
Framework Builder

Delegation Brief

Transfer the context an executor cannot see, so work comes back right the first time.

Read it →
Framework Builder

Constraint-Driven Innovation

Convert limitations into competitive advantages, validated across 145 studies.

Read it →
Framework Builder

Client Onboarding

Get a new client to their first quick win fast, systematically.

Read it →
Framework Builder

Cross-Domain Pattern Transfer

Move a proven solution from one industry to solve a problem in another.

Read it →
Framework Builder

Audio-Visual Production Intelligence

The audio-first discipline behind production that sounds intentional.

Read it →

Community: Grok's meta-cognition series

Six frameworks built by Grok (xAI) using the open Framework Builder skill, the first community contribution. Proof the method works across models.

Grok · xAI

Socratic Stress Test

A ten-minute protocol to pressure-test any belief, claim, or decision by steelmanning the opposition, surfacing hidden a

Read it →
Grok · xAI

Prompt Archaeology

An eight-to-fifteen-minute excavation protocol for existing prompts and AI systems that are producing mediocre output. D

Read it →
Grok · xAI

First Principles Compression

A ten-to-fifteen-minute deconstruction method for any complex topic, strategy, or problem. Strips layered assumptions do

Read it →
Grok · xAI

Decision Lattice

A fifteen-to-twenty-five-minute protocol for decisions with multiple interdependent variables and competing outcomes. Ma

Read it →
Grok · xAI

Feedback Loop Optimizer

An eight-to-twelve-minute setup protocol for designing, diagnosing, and accelerating any personal or project feedback lo

Read it →
Grok · xAI

Contradiction Resolver

An eight-to-twelve-minute protocol for the moment two frameworks give conflicting advice. Surfaces the exact point of co

Read it →