workflow-patterns
Skill0 starsChanged 7 months agoApache-2.0View on GitHub
Industry-specific workflow patterns and templates for finance, healthcare, logistics, manufacturing, retail, and common use cases like AI document processing, API integration, business rules, ETL, RAG, security, and project management. Use when asking about 'workflow examples', 'workflow templates', 'industry workflows', 'finance workflows', 'healthcare workflows', 'logistics workflows', 'manufacturing workflows', 'retail workflows', 'ETL workflows', 'RAG workflows', 'API workflows', 'document processing', 'business rules', or 'workflow patterns'.
7 other projects use a version of this.
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- xfstudio/skillstheir own version, first seen Oct 13, 2026
- Samueladewole/claude-skillstheir own version, first seen Oct 13, 2026
- caobingsheng/skillstheir own version, first seen Oct 11, 2026
- QuintinShaw/pi-dynamic-workflowstheir own version, first seen Oct 5, 2026
- ai4brands-design/claude-skillstheir own version, first seen Mar 22, 2026
- CodeWithBehnam/cc-docstheir own version, first seen Mar 15, 2026
Other versions7 projects use a version of this.
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- QuintinShaw/pi-dynamic-workflows★ 586same name
- wpank/ai★ 11same name
- xfstudio/skills★ 9same name
- ai4brands-design/claude-skills★ 2same name
- CodeWithBehnam/cc-docs★ 2same name
- caobingsheng/skills★ 1same name
- Samueladewole/claude-skills★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository37 other files it gives its agents.
- .claude/rules/agents.mdAGENTS.md
- .claude/guides/claude-code/CLAUDE.mdCLAUDE.md
- CLAUDE.mdCLAUDE.md
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- development-guidesSkill
- nodes-referenceSkill
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The file
Files
Kailash Workflows - Industry Patterns & Templates
Production-ready workflow patterns and templates for industry-specific use cases and common application patterns.
Industry-Specific Patterns
| Industry | File | Key Use Cases |
| Finance | workflow-industry-finance | Payment processing, fraud detection, risk assessment, compliance, trade settlement |
| Healthcare | workflow-industry-healthcare | Patient data, clinical decision support, insurance claims, HIPAA compliance |
| Logistics | workflow-industry-logistics | Order fulfillment, route optimization, shipment tracking, warehouse automation |
| Manufacturing | workflow-industry-manufacturing | Production planning, quality control, equipment monitoring, defect tracking |
| Retail | workflow-industry-retail | Order processing, inventory, pricing optimization, returns processing |
Common Use Case Patterns
| Pattern | File | Key Use Cases |
| AI Document | workflow-pattern-ai-document | Classification, entity extraction, OCR, form processing |
| API Integration | workflow-pattern-api | API orchestration, retry logic, rate limiting, error handling |
| Business Rules | workflow-pattern-business-rules | Rule evaluation, decision tables, approval workflows |
| Cyclic | workflow-pattern-cyclic | Iterative processing, feedback loops, state machines, convergence |
| Data Processing | workflow-pattern-data | Validation, enrichment, aggregation, normalization |
| ETL | workflow-pattern-etl | Extraction, transformation, loading, incremental updates |
| File Processing | workflow-pattern-file | Bulk processing, monitoring, transformation, archive management |
| Project Management | workflow-pattern-project-mgmt | Task automation, status tracking, resource allocation, approvals |
| RAG | workflow-pattern-rag | Document indexing, vector search, context retrieval, answer generation |
| Security | workflow-pattern-security | Access control, audit logging, threat detection, incident response |
Quick Patterns
ETL Workflow
workflow.add_node("Extract", "extract", {"source": "..."})
workflow.add_node("Transform", "transform", {"logic": "..."})
workflow.add_node("Load", "load", {"destination": "..."})
workflow.add_connection("extract", "data", "transform", "input")
workflow.add_connection("transform", "output", "load", "data")RAG Workflow
workflow.add_node("Embed", "embed", {"model": "text-embedding-ada-002"})
workflow.add_node("Search", "search", {"index": "vectors"})
workflow.add_node("Generate", "generate", {"model": os.environ["LLM_MODEL"]})Pattern Structure
Each sub-file includes: overview, architecture, nodes used, configuration, example code, best practices, testing strategies.
CRITICAL Warnings
| Rule | Reason |
| NEVER hardcode secrets | Use environment variables |
| ALWAYS validate inputs | At workflow boundaries |
| NEVER skip error handling | Required in production |
Related Skills
- 01-core-sdk - Core workflow creation
- 06-cheatsheets - Pattern quick reference
- 08-nodes-reference - Node reference
- 02-dataflow - Database workflows
- 03-nexus - Workflow deployment
- 17-gold-standards - Best practices
Support
pattern-expert- Workflow pattern selection and designdecide-frameworkskill - Architecture decisionstesting-specialist- Pattern testing strategies
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