| name | nature-data |
| description | Prepare Data Availability, Code Availability, Model Availability, Prompt Availability, and reproducibility statements for RL, MARL, LLM, and LLM Agent manuscripts. |
| version | 2.0.0-agent-rl |
Data, code and artifact availability
Scope
Use for availability statements, artifact checklists, repository plans, supplementary material, reproducibility claims and reviewer requests about data/code/prompt release.
Required artifact inventory
- RL/MARL: environment versions, wrappers, configs, seeds, logs, checkpoints, evaluation scripts, plotting scripts.
- LLM: model identifiers, API version/date, prompts, decoding parameters, datasets, contamination controls, evaluation scripts.
- LLM Agent: tool schemas, sandbox configuration, memory/retrieval corpus, trajectories, failure logs, human annotation or feedback protocol.
- All papers: license, privacy constraints, compute resources, hardware, dependencies and archive DOI if possible.
Workflow
- Identify what can be released, what cannot, and why.
- Separate data, code, model checkpoints, prompts, trajectories and logs.
- Draft concise Nature-style availability statements.
- Add a reproducibility checklist for supplementary material.
- Flag claims that require artifacts not yet planned.
Output format
Return:
Artifact inventory:
- releasable:
- restricted:
- missing:
Data Availability statement:
...
Code Availability statement:
...
Model/Prompt/Trajectory Availability statement:
...
Supplementary reproducibility checklist:
- ...
Red lines
Do not promise public release if the user has not confirmed it. Do not expose API keys, private datasets, personal data, proprietary model weights or credentials.
