All hand-written agent harnesses in the initial seed bank $\mathcal{B}_0$ instantiate the four-module protocol $\Pi$.

How many hand-written agent harnesses are contained in the initial protocol-compatible seed bank catalog ($K_0$)?

According to the evolutionary incumbent archive specification, what four specific metadata attributes must be recorded and associated with each retained harness added to B_n?

Match each seed bank component or catalog symbol with its operational role.

In the synthesis anchoring role, subsets of scaffolds sampled from $\mathcal{B}_0$ serve as ___ reference examples to condition Stage-I synthesis.

What specific generation paradigm relies on the dual operational roles of the protocol-compatible harness seed bank $\mathcal{B}_0$?

The superset relation mathcal{B}_n supseteq mathcal{B}_0 ensures that all original seed bank harnesses are retained as the incumbent archive expands during task execution.

Explain the operational mechanism of Synthesis Anchoring in Stage-I harness synthesis, including what is extracted from the seed bank $\mathcal{B}_0$, how it is utilized, and the resulting synthesis objective.

Match each metadata attribute tracked in the expanding archive $\mathcal{B}_n$ to its operational definition.

Order the operational progression for evaluating and archiving a new harness design during task execution.

Explain why replacing $\mathcal{B}_0$ with scripts that omit protocol $\Pi$ violates the architectural requirements of the seed bank, and identify the resulting failure in Stage-I synthesis anchoring.

Stage I Task-Conditioned Harness Synthesis

During Stage-I task-adapted harness synthesis, which entity executes the synthesis conditioned on sampled scaffold examples?

Explain how the harness seed bank functions as an Evolutionary Incumbent Archive as tasks are executed.