sf-microclimates

Access hyperlocal weather data for 50 San Francisco neighborhoods. Free API with no key required. Ideal for operations teams managing logistics, field services, or outdoor events. Integrates with Claude Code and Clawdbot Skills.

[{"step":"Identify your target neighborhood(s) and timeframe. Use the API endpoint `/neighborhoods/[NEIGHBORHOOD]` for current conditions or `/neighborhoods/[NEIGHBORHOOD]/forecast` for hourly predictions.","tip":"For batch requests, separate neighborhoods with commas: `/neighborhoods/Mission,Downtown,Sunset`."},{"step":"Integrate with Claude Code by running: `!sf-microclimates get Mission District` in your workspace. For automated workflows, use the API directly in scripts.","tip":"Set up a cron job to fetch updates every 30 minutes during critical operations."},{"step":"Compare microclimate data to your standard operating procedures. Adjust schedules, equipment, or staffing based on temperature, wind, or precipitation thresholds.","tip":"Create a decision matrix in Google Sheets: map wind speeds >10 mph to 'delay outdoor work' and temperatures >75°F to 'increase hydration stations'."},{"step":"Validate real-time data against ground conditions using on-site sensors or team reports. Report discrepancies to the API maintainers via GitHub issues.","tip":"Use the `/neighborhoods/[NEIGHBORHOOD]/history` endpoint to analyze past discrepancies and improve future predictions."},{"step":"Document insights in your operations playbook. For example: 'Mission District deliveries are 12% faster on days with 5-8 mph winds due to reduced pedestrian traffic.'","tip":"Share weekly microclimate trend reports with field teams via Slack or email digests."}]