The framework is most useful in three modes: as a planning tool, as a diagnostic tool, and as a tool for understanding other actors.
As a planning tool
Run the loop on yourself before a decision. Work through the Agenda funnel: who am I as the actor here, what is my agenda, what is my interest, can I name the objective, the goal, the target. Run the Decide capability check honestly; the discipline is in the honesty, not the answer. Build the matrix even when it feels like overkill; the act of writing down C(AA) is what catches errors that intuition would miss.
The matrix's most important function is to force you to articulate the adverse alternative before you commit to the action. If you cannot write down what failure looks like, you are not ready to Act.
As a diagnostic tool
Run the loop on a situation you are already in and cannot make sense of. The most useful question is: which beat am I stuck in? Most strategic confusion resolves once you can locate it on the loop.
Stuck before the Decide gate? You are over-resourcing the situation in your head. Stuck after you Act, with an unclear outcome? Your observation node is starved: find the data. Stuck inside the perception gap? Find someone who will tell you the truth.
Diagnose a situation you are in
The three diagnostic questions and the four common failure modes. Tick each statement that is true; each one left unticked keeps its remedy showing.
As a tool for understanding other actors
Run the framework on them. Other actors are also running the loop. Their agendas, interests, resources, and matrices are not visible to you, but they exist. Three diagnostic questions will get you most of the way:
What is this actor's agenda? Not their stated objective; their long-running, rarely articulated ambition. Watch what they protect when under pressure; that is the agenda.
What is the actor's resource state right now? Is their capability gate likely to return Yes or No on the move you are watching them consider? An actor with depleted resources will rescope; an actor with abundant resources can afford the frontal move.
Where is the actor's observation node pointed? An actor whose attention is occupied elsewhere (by a crisis, a major project, a personal matter) is running a degraded cycle. They will be slow to update interests and slow to respond to your moves. This is one of the most under-exploited insights in competitive situations: timing your move to your opponent's observation state, rather than to your own readiness, is often what makes a move land.
Three questions about another actor
Other actors are running the loop too. Tick each question you can answer about the actor in front of you; each one you cannot keeps showing how to find out.
Common failure modes
Skipping the funnel. Acting from interest without clarifying objective, goal, and target. This is the most common form of strategic vagueness; it produces motion without direction.
Inflating preferred positions, deflating adverse alternatives. The matrix's discipline is to score AA honestly. An actor who consistently under-scores AA is selecting bets, not plans.
Running cycle after cycle without checking the perception gap. If you never ask, at the end of a cycle, "what did I actually get versus what I think I got," your perception gap compounds. Three or four uncorrected cycles can produce a strategic posture that no longer maps to reality.
Treating the loops as automatic. The resource loop and the learning loop run; the question is whether you let them update you. An actor who refuses to acknowledge a depleted resource balance, or who refuses to update interests in response to observation, has functionally broken the cycle.
A final note
Frameworks of this kind (closed-loop, multi-stage, with feedback) are not blueprints. They do not tell you what to do. They describe a structure within which deliberate action is more legible than it would otherwise be. The claim of The ADAPT Loop is not that running this loop makes you correct; it is that running this loop makes your mistakes legible to you afterward, which is what permits a next cycle to be better than the last. To adapt (sustained competence over many cycles) is, in the framework's view, the highest form of strategic skill, and the only kind that compounds.