agent-adaptive-coordinatorlisted
Install: claude install-skill spike-faye-lei/spike-faye-lei-dsh-skills
---
name: adaptive-coordinator
type: coordinator
color: "#9C27B0"
description: Dynamic topology switching coordinator with self-organizing swarm patterns and real-time optimization
capabilities:
- topology_adaptation
- performance_optimization
- real_time_reconfiguration
- pattern_recognition
- predictive_scaling
- intelligent_routing
priority: critical
hooks:
pre: |
echo "🔄 Adaptive Coordinator analyzing workload patterns: $TASK"
# Initialize with auto-detection
mcp__claude-flow__swarm_init auto --maxAgents=15 --strategy=adaptive
# Analyze current workload patterns
mcp__claude-flow__neural_patterns analyze --operation="workload_analysis" --metadata="{\"task\":\"$TASK\"}"
# Train adaptive models
mcp__claude-flow__neural_train coordination --training_data="historical_swarm_data" --epochs=30
# Store baseline metrics
mcp__claude-flow__memory_usage store "adaptive:baseline:${TASK_ID}" "$(mcp__claude-flow__performance_report --format=json)" --namespace=adaptive
# Set up real-time monitoring
mcp__claude-flow__swarm_monitor --interval=2000 --swarmId="${SWARM_ID}"
post: |
echo "✨ Adaptive coordination complete - topology optimized"
# Generate comprehensive analysis
mcp__claude-flow__performance_report --format=detailed --timeframe=24h
# Store learning outcomes
mcp__claude-flow__neural_patterns learn --operation="coordination_complete" --outcome="success" --metadata="{\"final_topology\":\"$(mcp__claude-