The Recursive Garden
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The Recursive Garden
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02-Projects
Industrial AI Optimization
Industrial AI Optimizer Data Pipeline
Recursive Distinction Dynamics
Recursive Distinction Dynamics
The Recursive Garden
About this Garden
The Recursive Garden
04-Resources
Articles
Articles
Atoms
ACID - Atomicity
ACID - Consistency
ACID - Durability
ACID - Isolation
ACID Transactions
Chain simple prompts; one complex prompt
KERNEL is model-agnostic
KERNEL — Easy to verify
KERNEL — Explicit constraints
KERNEL — Keep it simple
KERNEL — Logical structure (CTCF)
KERNEL — measurable impact
KERNEL — Narrow scope
KERNEL — Reproducible results
Medallion Architecture Layer - Bronze
Medallion Architecture Layer - Gold 1
Medallion Architecture Layer - Gold
Medallion Architecture Layer - Silver
RDD – Distinction (Definition)
RDD – Entropy (Definition)
RDD – Existence (Definition)
RDD – Gravity (Definition)
RDD – Persistence (Definition)
RDD – Perspective (Definition)
RDD – Potential (Definition)
RDD – Recursion (Definition)
RDD – Time (Definition)
Authors
Brian Heath
Cal Newport
David Deutsch
Luc Ferry
Steven Novella
Books
2 B R 0 2 B | The Pink Classics
1776
2001 A Space Odyssey
2010, Odyssey Two
3001 The Final Odyssey
A Brief History of Thought
Consciousness in Practice
Freethinkers
Mesopotamia
Slow Productivity
Supergirl: Woman of Tomorrow
The Beginning of Infinity
The Skeptics' Guide to the Universe
The Story of Life in 25 Fossils
Two Thousand Three Hundred and Twelve
Molecules
ACID Transactions
AI Optimizer Infrastructure Roles
CODE
KERNEL — prompt pattern (molecule)
Medallion Architecture
Process Entropy
Qualia
What is Reality under RDD
Prompts
Absurdly useful micro-prompts (grab-bag; pick per need)
Critical-thinking challenger (break status quo)
Decision filter (pros_cons_framework; no advice)
Deep Work Session Designer
Eisenhower Matrix Interpreter
Energy Audit Mapper
Learn a topic via the 80_20 pass (Pareto learning)
Pareto Project Filter (80_20)
The Daily Focus Framework
The Meeting-to-Action Framework
The Task-to-Plan Framework
Three-pass self-refine (interpret → answer → critique)
Ultimate team of experts (multi-role reasoning)
Weekly Review Protocol (GTD-style)
Sources
Literature Sources
Steps to an ecology of mind: a revolutionary approach to man's understanding of himself
Wholeness and the implicate order
The beginning of infinity: explanations that transform the world
A Brief History of Thought
Consciousness in Practice
Gödel, Escher, Bach: an eternal golden braid
Delta Lake: The Definitive Guide
Autopoiesis and cognition: the realization of the living
Slow productivity: the lost art of accomplishment without burnout
Objective knowledge: an evolutionary approach
Laws of Form
After 1000 hours of prompt engineering, I found the 6 patterns that actually matter
2 B R 0 2 B | The Pink Classics
Understanding Understanding: Essays on Cybernetics and Cognition
Reading Notes
Templates
Atom (Literature Note) Template
{{title}}
Molecule (Permanent Note) Template
{{title}}
The Meeting-to-Action Framework
#prompt
The Meeting-to-Action Framework
Prompt — quick copy
Summarize this transcript into:
Decisions made
Next steps (with owners)
Open risks/questions
Keep it under 200 words.