crewai-workflows（船员工作流程）

CrewAI Workflows Skill

Execute specialized AI crew workflows for content generation, analysis, and support tasks. All crews run on a dedicated server with production-grade LLMs.

Prerequisites

Set the API key as an environment variable (recommended):

export CREWAI_API_KEY="5aZyTFQJAAT03VPIII5zsIPcL8KTtdST"

Or pass it directly when calling the helper script.

Available Crews

1. Marketing Crew 📢

Generate marketing content, taglines, and campaign copy.

Use for:

• Product/service taglines
• Marketing copy for ads or landing pages
• Campaign messaging
• Value propositions

Input:

• topic (required) - What to create marketing content about
• target_audience (optional) - Who the content is for

LLM: DeepSeek Response Time: 3-10 seconds

Example:

scripts/call_crew.sh marketing \
  '{"topic": "hypnotherapy for better sleep", "target_audience": "working professionals with insomnia"}'

2. Support Crew 🎧

Handle customer support inquiries with AI-generated responses.

Use for:

• Responding to customer questions
• Drafting support emails
• Handling common inquiries
• Escalation guidance

Input:

• issue (required) - The customer issue or question

LLM: DeepSeek Response Time: 3-10 seconds

Example:

scripts/call_crew.sh support \
  '{"issue": "Client wants to reschedule their hypnotherapy session"}'

3. Analysis Crew 📊

Analyze business data and provide actionable insights.

Use for:

• Data interpretation
• Trend analysis
• Performance metrics review
• Business intelligence

Input:

• data_description (required) - Description of the data to analyze

LLM: DeepSeek Response Time: 3-10 seconds

Example:

scripts/call_crew.sh analysis \
  '{"data_description": "Monthly client retention rates for Q4 2025"}'

4. Social Media Crew ⭐ 📱

Generate comprehensive 30-day social media content calendars with daily posts, captions, and hashtags.

Use for:

• Social media planning
• Content calendar creation
• Multi-platform content strategy
• Monthly content batches

Input:

• industry (required) - The business industry/niche
• company_name (required) - Business or personal brand name

LLMs: Perplexity (research) + Gemini (content generation) Response Time: 3-5 minutes ⏳

Example:

scripts/call_crew.sh social_media \
  '{"industry": "hypnotherapy", "company_name": "Sidharth Mahto"}'

Note: This crew takes significantly longer due to comprehensive research and content generation phases.

Usage

Option 1: Using the Helper Script (Recommended)

cd crewai-workflows
scripts/call_crew.sh <crew_name> '<json_input>' [api_key]

Examples:

# Marketing crew
scripts/call_crew.sh marketing '{"topic": "sleep therapy for entrepreneurs", "target_audience": "startup founders"}'

# Support crew
scripts/call_crew.sh support '{"issue": "Client asking about session pricing"}'

# Analysis crew
scripts/call_crew.sh analysis '{"data_description": "Weekly session booking trends"}'

# Social media crew (takes 3-5 minutes)
scripts/call_crew.sh social_media '{"industry": "wellness coaching", "company_name": "Calm Mind Studio"}'

# With explicit API key
scripts/call_crew.sh marketing '{"topic": "mindfulness apps"}' "YOUR_API_KEY"

Option 2: Direct cURL

curl -X POST "https://crew.iclautomation.me/crews/<crew_name>/run" \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $CREWAI_API_KEY" \
  -d '{"input": {...}}'

Response Format

All crews return structured JSON:

{
  "ok": true,
  "crew": "marketing",
  "trace_id": "abc123-def456",
  "result": {
    "workflow": "marketing",
    "output": "... the generated content ...",
    "input_summary": {...}
  },
  "error": null
}

Extract the output: The actual generated content is in result.output.

Best Practices

1. Set timeouts appropriately:

- Marketing/Support/Analysis: 30-60 seconds - Social Media: 5-10 minutes

1. Check API key: Ensure CREWAI_API_KEY environment variable is set or pass explicitly

1. Handle errors: Check the error field in responses

1. Social Media crew: Expect 3-5 minutes response time; don't interrupt

1. Batch requests: For multiple similar tasks, consider running them sequentially

Health Check

Verify the CrewAI server is running:

curl https://crew.iclautomation.me/health
# Expected: {"ok": true}

Future Expansion

When new crews are added to the server:

1. Update the "Available Crews" section
2. Add example usage to the helper script
3. Document input parameters and response times

Server: https://crew.iclautomation.me Authentication: API key via X-API-Key header Last Updated: 2026-01-17