Claude Code Routines: Cloud AI Tasks on Schedule
Anthropic's Claude Code routines enable cloud-based AI automations—scheduled, API-triggered, or GitHub event-driven—up to 15 runs per 24 hours for max users, outputting results to repos without local setup or API costs.
Unlock Reliable Cloud Automations Without Local Dependencies
Claude Code routines run AI tasks on Anthropic's web infrastructure, eliminating the need for your laptop to be on, open sessions, or self-hosted apps like those on Railway. This solves daily frustrations like automating repetitive tasks (e.g., data scraping or analysis) without paying extra API fees. Key restrictions: max users get 15 runs every 24 hours—ideal for personal, small-scale automations, not high-volume workflows like N8N pipelines with hundreds of daily runs.
Outcomes include hands-off execution: tasks complete in the cloud, push results directly to a linked GitHub repo, and provide real-time monitoring links. This shifts you from manual CLI loops to persistent, infrastructure-free scheduling, freeing time for higher-value work.
Streamlined Setup Delivers Production-Ready Outputs
Create routines via CLI with /schedule or desktop app (Scheduled > New Remote Task). Required inputs:
- Name and prompt: Describe the task precisely, e.g., "Call GitHub search API for top 10 AI repos last 7 days and top 5 last 30 days; filter for relevance; output Markdown with summaries, links, and an 'editor's take'."
- GitHub repo: Claude pushes outputs here—create one upfront.
- Environment: Use default (Ultra plan auto-sets) or add via settings.
- Model: Sonnet 3.5 suffices for most; no need for Opus.
Connect GitHub integration in claude.ai settings > Connectors for auth. Test immediately after creation to verify—reauthorize if needed. Prompts work like standard Claude interactions but must include routine metadata (name, repo, env, schedule).
In practice, routines generate polished artifacts: a demo scraped GitHub trends into a Markdown file with upfront editor's summary (e.g., trend overviews), top 10/5 lists with working links, and analysis—far richer than raw API data, auto-delivered daily at 8:00 a.m.
Flexible Triggers Match Use Cases, with Defined Limits
Choose from three triggers for targeted automation:
- Scheduled (cron-like): E.g., daily at 9:00 a.m.—most common for routines like trend reports.
- API: On-demand calls, limited to 15/day; configure via web UI at claude.ai/code/routines (CLI unsupported).
- Event-based: Respond to GitHub events (e.g., repo changes); install Claude GitHub app and configure in web UI/docs for supported events.
This setup excels for single-user tasks like daily insights or repo monitoring, where cloud reliability trumps scale. Check docs for event details to validate fit—e.g., GitHub webhooks require app install. Overall, routines fill a critical gap, automating what you'd otherwise script manually.