{"data":{"kind":"file","path":"README.md","version_id":"r9d1gjlpmdbu6bwlgfakj8f9","entry":{"name":"README.md","path":"README.md","is_directory":false,"size":1655,"modified_at":"2026-08-08T15:01:44.365000","content_hash":"dd539823fa74a1228bc41789f6824bd1ec774e7bacb88ac0086894c4c9f6b903"},"entries":[],"content":"# Climate / Weather Prediction Agent\n\nA verifiers environment that evaluates an LLM's ability to reason about meteorological data, make weather predictions, and analyze climate patterns.\n\n## Overview\n\nThis environment tests agents on:\n\n- **Weather Data Interpretation**: Reading temperature, humidity, pressure, wind, and precipitation data\n- **Forecasting**: Predicting short-term and medium-term weather based on observed patterns\n- **Climate Analysis**: Identifying long-term trends, anomalies, and climate change signals\n- **Extreme Event Detection**: Recognizing severe weather patterns (storms, heatwaves, cold snaps)\n- **Multi-step Reasoning**: Combining multiple data sources to form coherent predictions\n\n## Task Types\n\n1. **Synoptic Analysis** - Interpret surface/upper-air observations and identify weather systems\n2. **Temperature Forecasting** - Predict min/max temperatures given current conditions and trends\n3. **Precipitation Prediction** - Estimate rainfall probability and amounts from atmospheric data\n4. **Climate Trend Detection** - Identify warming/cooling trends, seasonal shifts, anomalies\n5. **Severe Weather Assessment** - Evaluate risk of extreme events from sounding/surface data\n\n## Scoring\n\n- **Data Accuracy** (0.3): Correct identification of key meteorological parameters\n- **Prediction Quality** (0.3): Reasonableness and specificity of forecasts\n- **Reasoning Chain** (0.25): Logical coherence of the analytical process\n- **Domain Knowledge** (0.15): Proper use of meteorological concepts and terminology\n\n## Usage\n\n```bash\nprime eval run uncho/climate-weather-prediction-agent -m Qwen/Qwen3.5-0.8B\n```\n\n## License\n\nMIT\n","encoding":"utf-8","truncated":false,"total_bytes":1655},"status":null}