Skill rating

Use when reviewing or editing slime code or documentation, especially helper APIs, branch selection, argument validation, and preserving curated README ecosystem project descriptions.

Guide for adding and validating evaluation dataset configuration in slime. Use when user wants to configure eval datasets via --eval-config or --eval-prompt-data, add per-dataset overrides, or customi

Guide for adding a new rollout function in slime and wiring it through --rollout-function-path. Use when user wants to implement custom rollout data generation logic, custom train/eval rollout outputs

Guide for adding a custom reward function in slime and wiring it through --custom-rm-path (and optional reward post-processing). Use when user wants new reward logic, remote/service reward integration

Guide for adding dynamic/filter hooks in slime rollout pipeline. Use when user wants sample-group selection during rollout, buffer filtering before training, or per-sample masking/processing hooks.

Guide for adding or updating slime tests and CI wiring. Use when tasks require new test cases, CI registration, test matrix updates, or workflow template changes.

Prepare and verify a slime release, including version bumps, stable Docker patch snapshots, Docker/conda dependency alignment, and release-specific validation. Use when cutting or auditing a slime rel