msresearch-aurora Skill
Aurora — Microsoft's foundation model for the Earth system. Use this skill for both inference (regional weather/climate forecasting, Norway example, ERA5/CDS data, wind/temperature/pressure mapping) and fine-tuning Aurora on new variables, regions, or domains (training, evaluation, checkpoint extension, gradient/loss d Published by microsoft in vibe-kit.
What is msresearch-aurora Skill?
Aurora — Microsoft's foundation model for the Earth system. Use this skill for both inference (regional weather/climate forecasting, Norway example, ERA5/CDS data, wind/temperature/pressure mapping) and fine-tuning Aurora on new variables, regions, or domains (training, evaluation, checkpoint extension, gradient/loss d Published by microsoft in vibe-kit. This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.
Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement.
Key capabilities
- Includes SKILL.md support
- Reusable instructions support
- Documentation
- Data analysis
- Documentation use cases
- Data analysis use cases
Technical details
- Install or run with Copy skill directory
When to use msresearch-aurora Skill
- Use it for documentation.
- Use it for data analysis.
Built with
Editorial notes
Source
- Creator: microsoft
- Repository: microsoft/vibe-kit
- Skill file: skills/msresearch-aurora/SKILL.md
What it does
Aurora — Microsoft's foundation model for the Earth system. Use this skill for both inference (regional weather/climate forecasting, Norway example, ERA5/CDS data, wind/temperature/pressure mapping) and fine-tuning Aurora on new variables, regions, or domains (training, evaluation, checkpoint extension, gradient/loss d
Skill instructions
Choosing the right path Before diving in, identify what the user is actually trying to do. Three buckets: 1. "I want to actually use Aurora for my problem" (custom variables, regional adaptation, domain-specific predictions) → fine-tuning path. This is the recommended path for serious applications. - Route: docs/about-finetune.md → docs/quick-start-finetune.md → docs/finetuning-guide.md. 2. "I'm exploring / just curious / want to see Aurora work" → inference path (Norway regional example with frontend visualization). Lower commitment, no GPU required. - Route: docs/about-aurora.md → docs/quick-start-inference.md → docs/customization-guide.md for adapting to a new region. 3. "Not sure / want to see Aurora in action first" → route by audience: - Non-technical audience (execs, PMs, general scientists): start with the Norway Prototype (docs/quick-start-inference.md) — visual maps over a real region, intuitive at a glance. - Weather/climate practitioners (familiar with NWP, ERA5, model eval
Explore related resources
Frequently asked questions
What is msresearch-aurora?
msresearch-aurora is a open-source AI agent skill with Copy skill directory. Aurora — Microsoft's foundation model for the Earth system. Use this skill for both inference (regional weather/climate forecasting, Norway example, ERA5/CDS data, wind/temperature/pressure mapping).
Who is msresearch-aurora best for?
msresearch-aurora is best for reusing agent instructions, scripts, and references, documentation workflows, data analysis workflows.
How do I install msresearch-aurora?
Install or run msresearch-aurora using Copy skill directory. Check msresearch-aurora for the latest setup command.
Is msresearch-aurora actively maintained?
msresearch-aurora may need a closer maintenance check before production use.
Auto-fetched from GitHub.
