AgentSkillsCN

Example Skill

示例技能

SKILL.md

example-skill

Example skill for workflow-automator that demonstrates domain-specific knowledge integration.

Activation Triggers

This skill is activated when:

  • •Working with workflow automation files
  • •User mentions "workflow", "automation", or "process" in their request
  • •Context requires process orchestration expertise
  • •Task involves defining or modifying business workflows

File Patterns

This skill recognizes:

  • •*.workflow.json - Workflow definition files
  • •*.process.yaml - Process configuration files
  • •workflow.config.json - Workflow configuration
  • •automation/*.ts - Automation scripts

Domain Knowledge

Core Concepts

  1. •

    Workflow Definition

    • •Sequential and parallel task execution
    • •Conditional branching and decision points
    • •Error handling and retry mechanisms
    • •State management and persistence
  2. •

    Process Orchestration

    • •Task scheduling and dependency management
    • •Resource allocation and optimization
    • •Monitoring and observability
    • •Event-driven architecture patterns
  3. •

    Automation Patterns

    • •Trigger-based execution
    • •Batch processing workflows
    • •Real-time event processing
    • •Human-in-the-loop workflows

Industry Standards

  • •BPMN 2.0 - Business Process Model and Notation
  • •CMMN - Case Management Model and Notation
  • •DMN - Decision Model and Notation

Best Practices

Workflow Design

  1. •Keep workflows modular - Break complex processes into reusable sub-workflows
  2. •Implement idempotency - Ensure tasks can be safely retried
  3. •Add observability - Include logging, metrics, and tracing
  4. •Handle failures gracefully - Define clear error handling and compensation logic

Code Quality

  • •Use descriptive names for workflow steps
  • •Document decision points and business rules
  • •Version workflow definitions
  • •Test workflows with edge cases

Performance Optimization

  • •Parallelize independent tasks
  • •Implement efficient state management
  • •Use appropriate timeout values
  • •Cache frequently accessed data

Examples

<example> Context: User needs to create a new workflow for data processing

user: "Help me create a workflow for processing customer data"

assistant: "I'll help you create a robust data processing workflow. Let me guide you through the key components:

  1. •

    Input Validation Stage

    • •Validate data format and schema
    • •Check for required fields
    • •Log validation errors
  2. •

    Transformation Stage

    • •Apply business rules
    • •Normalize data formats
    • •Enrich with external data
  3. •

    Output Stage

    • •Write to destination
    • •Generate reports
    • •Send notifications

Would you like me to create the workflow definition file?" </example>

<example> Context: User wants to optimize an existing workflow

user: "My workflow is taking too long to complete"

assistant: "I'll analyze your workflow for optimization opportunities. Key areas to review:

  1. •Identify bottlenecks - Find tasks with longest duration
  2. •Parallelize where possible - Run independent tasks concurrently
  3. •Optimize data access - Reduce redundant queries
  4. •Add caching - Cache frequently accessed data

Let me review your workflow definition..." </example>

Related Skills

  • •process-monitoring: Workflow monitoring and alerting
  • •data-pipeline: Data transformation and ETL patterns
  • •event-handling: Event-driven architecture patterns

References

Author

Created by Brookside BI as part of workflow-automator