No user-submitted related servers found.
Scored across 4 tools
freeze_inputs is clearly distinct, but audit, pending, and status all perform a 'fresh check' and report overlapping information (counts, missing IDs, verdicts). Descriptions do distinguish audit=PASS/FAIL verdict, pending=list of missing outputs, status=metadata, but an agent can plausibly reach for the wrong one when it just wants 'is my batch done?'.
freeze_inputs follows a verb_noun pattern while audit is a bare verb and pending/status are bare nouns. The set is still readable and the terms are domain-idiomatic, but conventions are mixed rather than systematic.
Four tools map cleanly onto the freeze -> audit -> inspect -> report lifecycle, and each earns its place. Nothing feels padded or missing at this scope.
The core lifecycle (freeze inputs, verify coverage, list gaps, report metadata) is covered with no dead ends. Minor gaps exist around batch lifecycle management—no way to unfreeze/rewrite a frozen batch or clear audit state—but agents can work around this by creating a new batch.
