#!/usr/bin/env python3
"""
Demo script for the new rover_member_summary MCP tool.
This showcases comprehensive member profiles including group roles and JIRA involvement.
"""
import json
from datetime import datetime
def simulate_member_summary(member_id: str, include_jira_details: bool = True):
"""
Simulate the rover_member_summary tool output with realistic data.
This demonstrates what the tool would return with real data integration.
"""
# Realistic member data based on actual Red Hat context
member_data = {
"dhshah": {
"projects": ["SPAI", "KONFLUX", "PVO11Y", "OSIM", "SPRE"],
"groups": [
{"name": "sp-ai-support-chatbot", "role": "member"},
{"name": "sp-ai-support-chatbot-admins", "role": "member"},
{"name": "konflux-users", "role": "member"}
],
"expertise": ["AI/ML Platform Development", "Software Engineering", "Platform Integration"],
"recent_issues": [
{
"key": "SPAI-213",
"project": "SPAI",
"summary": "onboarding first users (feedback and testing)",
"status": "Open",
"role": "assignee"
},
{
"key": "KONFLUX-8901",
"project": "KONFLUX",
"summary": "Integrate AI chatbot with Konflux platform",
"status": "In Progress",
"role": "reporter"
},
{
"key": "PVO11Y-1701",
"project": "PVO11Y",
"summary": "Observability metrics for AI services",
"status": "Open",
"role": "mentioned"
}
]
},
"mboy": {
"projects": ["H2R", "HPUX", "SPAI", "MTV", "PVO11Y"],
"groups": [
{"name": "sp-ai-support-chatbot-admins", "role": "owner"},
{"name": "pv-observability-team", "role": "member"},
{"name": "ux-research-guild", "role": "member"}
],
"expertise": ["User Experience Research", "CI/CD Pipeline Development", "Process Optimization"],
"recent_issues": [
{
"key": "H2R-1075",
"project": "H2R",
"summary": "Review of notifications that create no action tickets for GSS coordinators",
"status": "Open",
"role": "assignee"
},
{
"key": "SPAI-129",
"project": "SPAI",
"summary": "Define a gitlab ci pipeline for the frontend service",
"status": "Resolved",
"role": "assignee"
}
]
}
}
# Get member-specific data or use default
data = member_data.get(member_id, {
"projects": ["PLACEHOLDER"],
"groups": [{"name": "unknown-group", "role": "member"}],
"expertise": ["To be determined"],
"recent_issues": [
{
"key": "EXAMPLE-123",
"project": "PLACEHOLDER",
"summary": f"Sample issue for {member_id}",
"status": "Open",
"role": "mentioned"
}
]
})
# Build comprehensive member summary
member_summary = {
"member_profile": {
"member_id": member_id,
"type": "user",
"total_groups": len(data["groups"]),
"roles": [f"{group['role']} in {group['name']}" for group in data["groups"]]
},
"group_memberships": {
"discovered_groups": data["groups"],
"leadership_roles": [group for group in data["groups"] if group["role"] in ["owner", "admin"]],
"membership_diversity": "high" if len(data["groups"]) > 2 else "moderate"
},
"jira_involvement": {
"projects": data["projects"],
"total_issues": len(data["recent_issues"]),
"is_active": len(data["recent_issues"]) > 0,
"expertise_areas": data["expertise"],
"activity_level": "high" if len(data["recent_issues"]) > 3 else "moderate" if len(data["recent_issues"]) > 0 else "low"
},
"professional_profile": {
"primary_expertise": data["expertise"][:3],
"collaboration_score": "high" if len(data["projects"]) > 3 else "moderate",
"project_diversity": len(set(data["projects"]))
}
}
if include_jira_details:
member_summary["jira_involvement"]["recent_issues"] = data["recent_issues"]
# Add project breakdown
project_breakdown = {}
for project in data["projects"]:
project_issues = [issue for issue in data["recent_issues"] if issue.get("project") == project]
project_breakdown[project] = {
"issue_count": len(project_issues),
"recent_activity": len(project_issues) > 0,
"primary_role": project_issues[0]["role"] if project_issues else "contributor"
}
member_summary["jira_involvement"]["project_breakdown"] = project_breakdown
# Add insights based on activity
activity_insights = []
if member_summary["jira_involvement"]["is_active"]:
activity_insights.append("Active contributor with recent JIRA involvement")
if member_summary["professional_profile"]["project_diversity"] > 3:
activity_insights.append("Cross-functional expertise across multiple projects")
if member_summary["jira_involvement"]["activity_level"] == "high":
activity_insights.append("High-volume contributor")
if len(member_summary["group_memberships"]["leadership_roles"]) > 0:
activity_insights.append("Leadership experience in Red Hat groups")
member_summary["insights"] = {
"activity_insights": activity_insights,
"recommended_for": [
"Technical consultation",
"Project collaboration",
"Cross-team initiatives"
] if member_summary["jira_involvement"]["is_active"] else ["Future opportunities"],
"expertise_summary": f"Specialist in {', '.join(data['expertise'][:2])}" if data['expertise'] else "Expertise to be determined",
"leadership_potential": "High" if len(member_summary["group_memberships"]["leadership_roles"]) > 0 else "Emerging"
}
return member_summary
def main():
"""Demonstrate the rover_member_summary tool functionality."""
print("🔍 ROVER MEMBER SUMMARY TOOL DEMONSTRATION")
print("=" * 60)
print()
# Example 1: dhshah profile
print("📋 EXAMPLE 1: Member Profile - dhshah")
print("-" * 40)
dhshah_summary = simulate_member_summary("dhshah", include_jira_details=True)
print(f"👤 Member: {dhshah_summary['member_profile']['member_id']}")
print(f"📊 Group Memberships: {dhshah_summary['member_profile']['total_groups']} groups")
print(f"🎯 Activity Level: {dhshah_summary['jira_involvement']['activity_level']}")
print(f"🔬 Expertise: {', '.join(dhshah_summary['professional_profile']['primary_expertise'])}")
print()
print("🏢 GROUP INVOLVEMENT:")
for group in dhshah_summary["group_memberships"]["discovered_groups"]:
role_emoji = "👑" if group["role"] == "owner" else "⚙️" if group["role"] == "admin" else "👥"
print(f" {role_emoji} {group['role']} in {group['name']}")
print()
print("🎯 JIRA PROJECT INVOLVEMENT:")
for project, details in dhshah_summary["jira_involvement"]["project_breakdown"].items():
status_emoji = "🟢" if details["recent_activity"] else "⚪"
print(f" {status_emoji} {project}: {details['issue_count']} issues ({details['primary_role']})")
print()
print("💡 INSIGHTS:")
for insight in dhshah_summary["insights"]["activity_insights"]:
print(f" ✨ {insight}")
print(f" 🎯 {dhshah_summary['insights']['expertise_summary']}")
print(f" 🚀 Leadership Potential: {dhshah_summary['insights']['leadership_potential']}")
print()
# Example 2: mboy profile (admin)
print("📋 EXAMPLE 2: Admin Profile - mboy")
print("-" * 40)
mboy_summary = simulate_member_summary("mboy", include_jira_details=True)
print(f"👤 Member: {mboy_summary['member_profile']['member_id']}")
print(f"👑 Leadership Roles: {len(mboy_summary['group_memberships']['leadership_roles'])}")
print(f"📊 Projects: {len(mboy_summary['jira_involvement']['projects'])}")
print(f"🔥 Recent Issues: {mboy_summary['jira_involvement']['total_issues']}")
print()
print("🏆 LEADERSHIP POSITIONS:")
for role in mboy_summary["group_memberships"]["leadership_roles"]:
print(f" 👑 {role['role']} in {role['name']}")
print()
print("🔬 EXPERTISE AREAS:")
for expertise in mboy_summary["professional_profile"]["primary_expertise"]:
print(f" 🎯 {expertise}")
print()
print("🚀 RECENT ACTIVITY:")
for issue in mboy_summary["jira_involvement"]["recent_issues"][:3]:
status_emoji = "🟢" if issue["status"] == "Resolved" else "🟡" if issue["status"] == "In Progress" else "🔴"
print(f" {status_emoji} {issue['key']}: {issue['summary'][:50]}...")
print()
# Example 3: JSON output for integration
print("📋 EXAMPLE 3: JSON Output Structure")
print("-" * 40)
sample_summary = simulate_member_summary("sample-user", include_jira_details=False)
print("Sample JSON structure (abbreviated):")
print(json.dumps({
"member_profile": sample_summary["member_profile"],
"insights": sample_summary["insights"]
}, indent=2))
print()
print("🔧 TOOL USAGE EXAMPLES")
print("-" * 40)
print("# Get full member summary with JIRA details")
print("rover_member_summary('dhshah', include_jira_details=True)")
print()
print("# Get basic member profile without detailed JIRA data")
print("rover_member_summary('mboy', include_jira_details=False)")
print()
print("# For any Red Hat member ID")
print("rover_member_summary('your-redhat-id')")
print()
print("💡 INTEGRATION NOTES")
print("-" * 40)
print("✅ Tool added to rover MCP server")
print("✅ Integrates with existing JIRA analysis functions")
print("✅ Provides comprehensive member profiles")
print("✅ Supports both detailed and summary views")
print("🔄 Ready for real JIRA data integration via jira-mcp-snowflake")
print("🔄 Can be enhanced with actual group discovery APIs")
if __name__ == "__main__":
main()
