LLM Council, With a Dash of Assess-Decide-Do
Andrej Karpathy's LLM Council already follows the Assess-Decide-Do pattern. I made it explicit with a PR that adds cognitive scaffolding. Here's how it works.
Building addTaskManager, the best iOS productivity app for ADHD minds
Andrej Karpathy's LLM Council already follows the Assess-Decide-Do pattern. I made it explicit with a PR that adds cognitive scaffolding. Here's how it works.
The Assess Decide Do framework official colors and icons: red (+) for overloading the system, orange (?) for deciding, green (-) for finishing and unloading out [...]
Re-evaluating the Assess-Decide-Do framework in the age of AI. Not all life areas are suitable, but in most of them, it fits perfectly.
15 years ago I built the ADD framework. Now I taught it to Claude itself. The result: unexpected empathy. Full guide + mega prompt.
Technology optimizes for performance, business for profit, evolution for survival. What should humans optimize for in an uncertain world?
Oversimplify and miss critical nuance. Overanalyze and never move. The sweet spot between reckless action and frozen perfection is where life happens
Low Risk Low Reward versus High Risk High Reward. Neither is better—the trap is mixing them. Pick your game and play it consistently
Too much structure kills creativity. Too much flow creates chaos. Mastery is dancing between rigid frameworks and spontaneous adaptation
Zoom in for daily tactics, zoom out for yearly strategy. Most people stay stuck at one altitude—mastery requires fluid perspective shifting
Location independence has five layers—physical mobility, income portability, legal flexibility, social adaptability, psychological freedom. Most people only see the first
Location independence builds permanent flexibility. Digital nomads chase temporary experiences. The differences—intent, sustainability, infrastructure—separate lifestyle from extended vacation
People use all sort of predictive technologies. Probably the most popular is meteorology.
Hard way builds resilience through discipline and delayed gratification. Easy way shortcuts with debt and quick fixes. Hard way is actually easier long-term
Incremental growth compounds reliably. Sudden leaps look dramatic but rarely sustain. Tortoise beats hare because consistency outlasts intensity every time
Programming enhanced through Assess-Decide-Do framework. Natural productivity applied to code—systematic approach beats chaotic hacking
Do stage executes assessed decisions. Action completes productivity cycle—execution matters most after planning
Assessment stage evaluates situation without taking action. Understanding precedes action—clarity emerges through systematic observation
Natural productivity through three stages. Assess-Decide-Do framework enables effortless achievement—working with nature beats forcing
Productivity mapped systematically visually. Navigation through tasks requires overview—seeing landscape enables strategic movement
Online project management simplified systematically. Five steps create order from chaos—structured approach prevents overwhelm