add-example-doc-model-env

name	add-example-doc-model-env
description	Adds example documentation for a new model or environment in RLinf (RST pages in the docs gallery for both English and Chinese). Use when adding a new embodied or reasoning example, or new benchmark (e.g. LIBERO, ManiSkill).

Add Example Doc to a Model or Environment

Use this skill when adding example documentation for a new model (e.g. π₀, GR00T, OpenVLA) or environment (e.g. LIBERO, ManiSkill, MetaWorld) in RLinf. Documentation is added for both English and Chinese.

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Steps

1. Create the English RST file
   Examples are now grouped by category:

   • embodied/ – embodied RL/VLA examples (e.g. ManiSkill, LIBERO, Dexbotic, π₀, OpenSora)
   • agentic/ – agent / tool-use / coder / math reasoning examples (e.g. SearchR1, coding_online_rl, reasoning)
   • system/ – placement, scheduling, system demos
     Path pattern: docs/source-en/rst_source/examples/<category>/<name>.rst
   • Example (embodied): docs/source-en/rst_source/examples/embodied/dexbotic.rst
   • Example (agentic): docs/source-en/rst_source/examples/agentic/searchr1.rst
     Follow the structure of existing examples in the same category (see reference.md).

2. Register in the English category index
   Each category has its own index file (e.g. docs/source-en/rst_source/examples/embodied/index.rst).

   • Edit docs/source-en/rst_source/examples/<category>/index.rst.
   • Add an entry for <name> in the hidden .. toctree:: at the bottom (e.g. dexbotic).
   • Optionally add a gallery card in the correct section using the same HTML block pattern as existing cards (image, hyperlink to the rendered doc, short title + description).
     Note: The top-level examples/index.rst now only links to the four category indexes and usually does not need to be changed when adding a single example.

3. If it is an embodied evaluation environment
   In docs/source-en/rst_source/start/vla-eval.rst, add a line in the “List of currently supported evaluation environments”:

   • For embodied examples: :doc:\Display Name <../examples/embodied/``
   • For other categories, follow the existing pattern in that file and mirror the relative path used there.

4. Create the Chinese RST file
   Use the same <category> and <name> as in English:
   Path: docs/source-zh/rst_source/examples/<category>/<name>.rst.
   Mirror the English content (same structure and sections). Use existing EN/ZH pairs under the same category (e.g. embodied/libero.rst in both source-en and source-zh) as reference.

5. Register in the Chinese category index
   Edit docs/source-zh/rst_source/examples/<category>/index.rst:

   • Add the same <name> entry to the hidden .. toctree::.
   • If you added a gallery card in the English index, add a matching Chinese gallery card here, following existing HTML patterns.
     If the Chinese docs have a vla-eval or start page that lists environments, add the new example using the same relative path pattern as in English (typically ../examples/embodied/<name> for embodied.

6. Update README.md
   In the "What's NEW!" section at the top, add a new dated bullet, with the documentation link pointing to the correct category path, e.g.:

   • - [YYYY/MM] 🔥 ... Doc: [Display Title](https://rlinf.readthedocs.io/en/latest/rst_source/examples/embodied/<name>.html).
     If the example is a simulator, model, or feature that appears in the Key Features table, add a corresponding list item in the right column using the same category path (see reference.md).

7. Update README.zh-CN.md
   In the "最新动态" section, add the same news item in Chinese with the doc link using /zh-cn/ and the correct category path, for example:

   • https://rlinf.readthedocs.io/zh-cn/latest/rst_source/examples/embodied/<name>.html
     If you added a feature list entry in README.md, add the same entry in README.zh-CN.md (Chinese display text, zh-cn in the link, and the same <category> segment).

RST structure (concise)

• Title (overbar length matches title).
• Optional HuggingFace icon block (copy from libero.rst).
• Short intro (what this example does, which model + env).
• Environment: env name, task, observation/action space, task description format, data shapes.
• Algorithm: PPO/GRPO/etc. and model architecture notes.
• Dependency Installation: clone, install (Docker or pip).
• Quick Start: exact commands and key YAML/config snippets.
• Evaluation (if applicable): eval command and config notes.

Use existing examples in the same category (e.g. embodied/libero.rst, embodied/pi0.rst, agentic/searchr1.rst) as templates; see reference.md for a minimal template.

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Checklist

• English RST created: docs/source-en/rst_source/examples/<category>/<name>.rst.
• English category index updated: docs/source-en/rst_source/examples/<category>/index.rst (toctree; optional gallery card).
• If embodied eval env: docs/source-en/rst_source/start/vla-eval.rst updated with ../examples/embodied/<name>.
• Chinese RST created: docs/source-zh/rst_source/examples/<category>/<name>.rst.
• Chinese category index updated: docs/source-zh/rst_source/examples/<category>/index.rst (toctree; gallery card if added for EN).
• If embodied eval env: Chinese vla-eval/start page updated if it lists environments (use the same relative path pattern as EN).
• README.md updated: new bullet in "What's NEW!" and, if applicable, entry in Key Features table (using the correct category path).
• README.zh-CN.md updated: new bullet in "最新动态" and, if applicable, entry in 核心特性 table (using the correct category path).