Under the modular harness protocol, the four modules execute at runtime against a shared, frozen backbone model.

Describe the operational function of the Action module (A) in the modular harness protocol, detailing the inputs it receives and the outputs it produces.

Match each mathematical symbol from the modular harness protocol to its formal description.

Under the modular harness protocol, an agent harness $h$ is formalized as a four-tuple factorized over four protocol-compatible ___ spaces.

Order the modules according to their runtime operational dependency sequence in the modular harness protocol.

Identify which module is responsible for the failure and explain the exact mathematical mapping this module is required to perform under the modular harness protocol.

Harness Execution Rollout and Kernel Dynamics

Null Directive Protocol Consistency

Under the modular harness protocol, the Memory module ($M$) takes the task specification $\tau$ as an explicit functional input to compute the working view $v_t$.

Match each module of the agent harness $h = (M, P, A, F)$ to its formal implementation space.

In the Memory module mapping $v_t = M(\xi_{<t}, s_t)$, the symbol ___ denotes the realized event history.

Which harness module was bypassed in this architecture, and what exact output was that module supposed to supply to the Action module?

Protocol-Constrained Modular Harness Assembly

Under the modular harness protocol, which inputs are evaluated by the Capability Orchestration module ($F$) to determine the active capability subset $C_t$?

Under the modular harness protocol, what is the formal role of the Capability Orchestration module ($F$) with respect to task capabilities $C_\tau$?