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 ($K_0$)?

Order the lifecycle phases of harness generation and catalog evolution from initial setup to archive expansion.

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.