docs: align benchmark guide and templates with real adapter API
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@@ -13,7 +13,7 @@ This directory provides scaffold files for adding a new benchmark to SkillOpt.
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1. Copy this directory: `cp -r skillopt/envs/_template skillopt/envs/your_benchmark`
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2. Rename files: remove `_template` suffix
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3. Implement the `TODO` sections
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4. Register in `skillopt/envs/__init__.py`
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4. Register your adapter in `_ENV_REGISTRY` inside `scripts/train.py`
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5. Create config at `configs/your_benchmark/default.yaml`
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See the [documentation](../../docs/guide/new-benchmark.md) for the full guide.
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