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Scored across 18 tools
Most tools target a clearly distinct resource+action pair (get_project vs get_jobset vs get_eval vs get_build), so an agent can usually pick correctly. There is real overlap between the single-build actions (cancel_build, bump_build, restart_build) and manage_eval, which bundles the same restart/cancel/bump operations at evaluation scope; the descriptions distinguish granularity, but the boundary requires careful reading.
Predominantly consistent snake_case verb_noun (list_projects, get_build, trigger_evaluation, restart_build). Minor deviations: bare 'search' lacks a noun, and put_project/put_jobset use 'put' (upsert) where the rest use get/list/create-style verbs, though create+update-in-one is documented.
18 tools is slightly on the heavy side but each maps to a genuine object in Hydra's model (instances, projects, jobsets, evals, builds, steps, queue), and no tool looks redundant filler. It could be trimmed by folding build-level cancel/bump/restart into manage_eval.
Strong read/write coverage across the whole lifecycle: discovery, project/jobset upsert, evaluation triggering and management, build inspection, logs, queue, and search. Notable gaps are deletions (no delete_project, delete_jobset, or delete_build) and any jobset/job-level disabling, which are reachable in Hydra but not exposed here.