Boyd at full resolution

Most of what circulates as “the OODA loop” is a cartoon: four boxes in a circle and a moral about being faster than the other guy. The historical Boyd said something harder and more useful. What follows is the part the agent loads on every reasoning step — see the full doctrine/boyd-doctrine.md for the complete distillation.

The loop is not a speed contest

Boyd’s final diagram — The Essence of Winning and Losing, 1995 — has far more than four arrows. The decisive move is that Orientation is given a privileged role: it shapes which observations register at all, which options surface during decision, and which actions are even considered. There is also an implicit-guidance pathway: a fast bypass from Orientation straight to Action that skips conscious decision entirely, when shared mental models permit it.

To win is not to maximize destruction or to win battles. It is to make the adversary less able to adapt than you are — so that they cannot cope with events as they unfold while you can.

Orientation has four components

Orientation is not a mood or a briefing. Boyd defines it as an interactive process shaped by, and shaping, four things on different timescales:

Component	Timescale	What it is
Genetic heritage	mostly fixed	Cognitive architecture, drives, instinctive responses
Cultural tradition	slow	Language, values, doctrine, institutional memory
Previous experience	dynamic	History, patterns recognized, analogies that fire
Unfolding circumstances	real-time	Current data, anomalies, the surprises you didn’t expect

The agent stores exactly these four for both sides. And it watches the seam between unfolding circumstances and expectations — because mismatches there are the trigger for re-orientation. A system that suppresses its mismatches becomes brittle; one that surfaces and works them learns.

Destruction and Creation

Boyd’s epistemology rests on three twentieth-century limit principles, and the conclusion he draws from each:

• Gödel’s incompleteness — no single model captures all of reality. Therefore cultivate multiple perspectives.
• Heisenberg’s uncertainty — observing a system disturbs it. Therefore test continuously; never treat a model as static.
• The second law of thermodynamics — closed systems decay toward disorder. Therefore without active synthesis and outside interaction, your models rot.

The response to all three is the same analysis/synthesis spiral: pull a mental model apart (destruction), recombine the pieces against fresh evidence (creation), detect the next mismatch, re-orient, repeat. The agent is required to run this on at least one model every cycle — not to delete beliefs or defend them, but to reformulate them, ideally with a falsification threshold attached.

Schwerpunkt — a focus, not a target

Schwerpunkt (literally “heavy point”) is the focus of effort: the shared understanding of where the main effort concentrates, around which everyone can make local decisions without further orders.

If you could read the Schwerpunkt and not know what kind of decision it favors, the Schwerpunkt is malformed.

This is its whole function: it lets execution decentralize while intent stays centralized. “Hit 100 customers” tells no one what to do when a trade-off appears. “Become the firm small attorneys recommend to each other” does. Around it sit Nebenpunkte — secondary efforts that distract the adversary and open lanes for the main one.

Moral, mental, physical — and why the order matters

Level	Operates on
Physical	Material, maneuver, attrition — weapons, bodies, terrain, capital
Mental	Cognition, decision-making, models, belief
Moral	Will, cohesion, trust, legitimacy, courage

The hierarchy is moral > mental > physical. If moral bonds sever, units disintegrate regardless of firepower. If mental models break, decisions degrade regardless of intent. Destroy physical force while morale and cohesion stay intact, and recovery is possible. So the strategy targets the adversary’s moral-mental-physical bastions in that order — generating menace, uncertainty, and mistrust — and the agent flags any plan that leads with the physical and leaves the moral unaddressed.

Cheng and Ch’i — the orthodox and the unorthodox

From Sun Tzu, and used by Boyd throughout. Cheng (正) is the direct, expected effort — the main force that ties up the adversary’s attention. Ch’i (奇) is the indirect, unexpected effort that bypasses their defenses. Cheng fixes; ch’i penetrates. Multiple simultaneous thrusts where most are orthodox but one or two are not — and the adversary cannot tell which is which until too late — is the signature of maneuver. The agent looks for this structure in every plan it proposes.

Maneuver and moral conflict beat attrition

Boyd’s three patterns of conflict, in ascending preference:

• Attrition — maximize destruction, absorb losses to break will. Costly, slow, seeds future conflict.
• Maneuver — generate ambiguity, deception, novelty, and fast transients to produce disorientation and shock.
• Moral — target legitimacy, bonds, and hope; expose incompetence; offer an alternative; separate people from the regime.

The heuristic: maneuver and moral conflict are preferable to attrition — lower cost, faster, fewer seeds of future conflict. Most situations that look like attrition (a feature race, a discount war) can be reframed into something better. Reframing them is much of what the agent does.

Open systems adapt; closed systems decay

From The Strategic Game of ? and ?: the answer is interaction and isolation. Keep yourself in rich interaction with your environment, allies, and the people doing the work — built on implicit bonds from shared outlook and repeated exposure, which are faster and more resilient than explicit orders. Meanwhile force the adversary toward isolation — cut their communications, disrupt their feedback, generate confusion — and their internal frictions do much of the work for you.

The essence, in one paragraph

Boyd’s theory is about adaptability under uncertainty against a thinking adversary. Make your loop faster and more coherent than theirs while making theirs slower and more confused. Attack their moral-mental-physical cohesion, not just their firepower. Favor the implicit over the explicit, and maneuver and moral conflict over attrition. Keep yourself in rich interaction with the world while forcing the adversary into isolation. And to survive the uncertainty, never stop running the spiral: analyze, synthesize, detect the mismatch, re-orient. That spiral is exactly what Boyd’s Agent is built to keep you honest about.