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Importing eval-store no longer spawns the gstack-slug subprocess: the module-level DEFAULT_EVAL_DIR constant is now a memoized defaultEvalDir() resolved at collector construction. Resolution order: explicit constructor arg, then GSTACK_EVAL_DIR, then slug detection — so the sharded paid runner can point each shard child at its own <evalDir>/shards/<slug>/ dir with plain env, no --preload. Runs collected under a shards/ subdir record their slug in the eval JSON (EvalResult.shard). findPreviousRun scans one shards/<slug>/ level and prefers same-slug priors, so each shard baselines against its own history instead of whichever shard flushed last. eval:list, eval:summary, and eval:compare enumerate the same one level of shard subdirs; eval:compare's no-arg mode also stops picking an in-progress accumulator as the after-run. eval-watch stays flat (documented follow-up): it tails a single dir for live progress and gains nothing from per-shard baselines until the runner emits a merged stream. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> (cherry picked from commit e1f53f7d9c7fe6b65877d843f2e25bd2e2d12ffd)