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This release extends account-scoped protection for autonomous research workflows on shared Slurm login nodes.
Highlights:
- Detect common Python multiprocessing/process-pool fan-out and high-concurrency launchers.
- Warn on single-process and aggregate RSS plus account-wide process count.
- Back off identical failed commands and rate-limit wrapped sbatch attempts.
- Fail closed on unclassified hosts with stable machine-oriented exit codes.
- Strengthen AGENTS.md guidance and document the cooperative integration boundary.
- Expand regression coverage to 73 tests.
Scope: validated against the project owner’s single shared Slurm environment; no cross-cluster compatibility claim is made.