Production-grade recipes, ready to fork.
Copy-paste recipes for real workflows. Each .swirls file is a complete, runnable workflow you can drop into your project, tweak to taste, and deploy.
Sales & Marketing8
Recipes for lead management, competitive analysis, content planning, and outbound communications.
Lead Scoring
Scores incoming leads, persists results, and alerts sales on hot ones.
Competitive Intel Monitor
Scrapes competitor sites weekly and emails a summary of changes.
Newsletter Generator
Scrapes your blog and industry news, composes a weekly newsletter with human review.
SEO Audit
Scrapes a page and produces an SEO audit with scores, issues, and fixes.
Content Calendar Generator
Generates a month of content ideas from themes and goals.
Social Media Post Generator
Creates platform-specific social posts from a topic and key points.
Sales Call Summarizer
Summarizes sales call transcripts and extracts deal signals.
Price Monitor
Monitors competitor pricing pages and alerts on changes.
Customer Support6
Recipes for ticket routing, satisfaction scoring, feedback processing, and automated responses.
Support Ticket Router
Routes tickets by urgency and department, sends Slack alerts for critical ones.
Bug Report Triage
Classifies bug severity, assigns priority, notifies the right Slack channel, and emails the reporter.
Contact Form Autoresponder
Classifies contact form inquiries and sends a tailored autoresponse.
CSAT Scorer
Scores customer satisfaction from support interactions and triggers follow-ups for unhappy customers.
Feedback Survey Processor
Processes NPS surveys, routes detractors for follow-up, and persists all scores.
Review Sentiment Analysis
Analyzes product review sentiment and persists results for dashboards.
Content & Media9
Recipes for content creation, translation, moderation, and distribution.
Blog Post Moderation
AI checks blog submissions for policy violations, then routes to human review or auto-publish.
Meeting Notes Summarizer
Turns raw meeting notes into structured summaries with action items.
Content Translator
Translates content into multiple languages with tone preservation.
KB Article Generator
Generates knowledge base articles from support ticket patterns, scrapes existing docs to find gaps.
Recipe Generator
Generates recipes from available ingredients and dietary preferences.
Changelog Announcer
Takes a changelog entry and generates announcements for email, Slack, and social.
Daily News Digest
Fetches top Hacker News stories daily, summarizes with AI, and emails a digest.
AI Embeddings
Generates text embeddings for semantic search.
Image Generation
Generates product images from text descriptions with prompt refinement.
HR & Operations5
Recipes for hiring, onboarding, expense management, and event coordination.
Job Application Screener
AI evaluates job applications for fit, routes top candidates to human review, and sends rejections.
Expense Report Processor
Validates expense amounts against policy, routes high-value expenses for manager approval.
Onboarding Email Sequence
Sends personalized onboarding emails tailored to plan and use case.
Employee Feedback Analyzer
Analyzes anonymous employee feedback for themes and action items, persists for trend tracking.
Event Registration
Handles registrations with confirmation emails and waitlist overflow.
Finance & Legal3
Recipes for document review, invoice processing, and approval workflows.
Contract Reviewer
Reviews contracts for risks and key terms, flags critical clauses for human legal review.
Invoice Processor
Extracts line items and totals from invoices, flags anomalies, and stores results.
Document Approval Workflow
Multi-stage document approval with human review gates and revision requests.
DevOps9
Recipes for monitoring, alerting, webhooks, and infrastructure integration patterns.
Website Uptime Monitor
Pings a URL every 15 minutes, emails an alert when it goes down.
Inventory Alert
Checks inventory levels via API, emails when stock hits reorder point.
PR Review Notifier
Receives GitHub PR webhooks, summarizes changes with AI, and posts to Slack.
Webhook to Slack
Forwards any webhook event to Slack with formatted messages.
Data Quality Checker
Validates incoming data records against quality rules and quarantines bad data.
API Key Auth Example
Demonstrates auth blocks with API key authentication (OpenWeatherMap).
OAuth GitHub Integration
Demonstrates OAuth auth blocks with GitHub client credentials.
Postgres CRM Pipeline
Reads leads from Postgres, scores with AI, writes results back.
Bucket File Processor
Downloads a file from a bucket, processes it, and uploads the result.
Patterns6
Language feature demonstrations you can mix into your own workflows.
Parallel Branches
Fan-out: root splits into multiple independent nodes that run concurrently.
Multi-Trigger Workflow
One workflow, three trigger sources (form, webhook, schedule).
Subgraph Data Enrichment
Subworkflows: calling one workflow from another with a workflow node.
Wait Node Delayed Follow-up
Sends email immediately, then waits 3 days before a follow-up.
Stream Reporting Dashboard
One workflow logs events with persistence, another queries the stream and emails a report.
External TS File Pattern
Referencing an external .ts.swirls file from a code node with @ts "path".
Turn the next operation into an AI outcome.
Start with one task. Build the system around it. Run it for one customer, then every customer.