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commands/team-status.md
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431
commands/team-status.md
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---
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allowed-tools: Bash(redis-cli:*), Read, Glob, mcp__RedisMCPServer__*
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description: Multi-agent coordination status check. Shows agent workload, active tasks, and team health with formatted progress bars and statistics.
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argument-hint: [agent-type]
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---
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# Multi-Agent Team Status
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Check current workload and coordination status of Claude Code subagents with formatted visualization.
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## Context
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**Command arguments**: $ARGS
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**Coordination Method**: Redis MCP with JSON serialization and datetime handling
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## Your Task
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Display formatted team status using Redis coordination data with proper JSON parsing:
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### Implementation
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1. **Parse command arguments** to determine display mode:
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- No arguments: Show overview of all agents
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- Agent type specified: Show detailed view of that agent
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1. **Query Redis with JSON parsing**:
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- Get all agent statuses from `agents:status` hash
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- Get heartbeat data from `agents:heartbeat` hash
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- Parse JSON values using the pattern from RedisCoordinationHelper
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- Restore datetime fields (fields ending in `_at` or containing `timestamp`)
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1. **Display formatted output** matching these patterns:
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### Overview Mode (No Arguments)
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```
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=== Multi-Agent Team Status ===
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Coordination Method: Redis MCP
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Agent Workload:
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project-manager ██████████ 100% | 1 active task
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platform-engineer ██████████ 100% | 1 active task
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ai-engineer ████████░░ 80% | 2 active tasks
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data-engineer ████░░░░░░ 40% | 1 active task
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python-pro ░░░░░░░░░░ 0% | available
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Task Distribution:
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Total Active: 5 tasks
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Average Load: 64%
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Load Variance: 35% (⚠️ unbalanced)
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Heartbeat Status:
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✅ All agents reporting healthy
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Last Updated: 2025-11-07 20:45:30
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```
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**Progress Bar Format**:
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- 10 blocks: `█` for used capacity, `░` for available
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- Calculate blocks: `Math.round(workload / 10)`
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- Show percentage and task count
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- Add "(at capacity)" warning if workload >= 100
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**Workload Indicators**:
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- 0%: "available"
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- 1-100%: "N active task(s)"
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- ≥100%: "N active tasks (at capacity)"
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**Balance Status**:
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- Variance \< 20%: "✅ balanced"
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- Variance ≥ 20%: "⚠️ unbalanced"
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**Heartbeat Freshness**:
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- Age ≤ 60 minutes: Healthy
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- Age > 60 minutes: Warn with specific age (Xh Ym or Ym format)
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### Detailed Mode (Agent Type Argument)
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When user specifies agent type (e.g., `/team-status project-manager`):
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```
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=== Agent Status: project-manager ===
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Current Status: BUSY (100% capacity)
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Active Tasks (1):
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1. smart-onboarding-coordination
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- Progress: 45%
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- Duration: 2h 15m
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- Description: Coordinating Smart Onboarding implementation
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Recent History (from status data):
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- Current workload: 100%
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- Task count: 1
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- Last updated: 5m ago
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Circuit Breaker: ✅ CLOSED (healthy)
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Last Heartbeat: 5m ago
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```
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**Task Display**:
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- Show task ID or name
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- Display progress if available
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- Calculate duration from `started_at` if present
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- Show description if available
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**Heartbeat Age Calculation**:
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- Compare timestamp to current time
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- Format as "Xh Ym" (hours + minutes) or "Ym" (minutes only)
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- Warn if age > 60 minutes
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### JSON Parsing Logic
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Implement this parsing pattern (from RedisCoordinationHelper):
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```python
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def parse_redis_value(raw_value: str) -> dict:
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"""Parse Redis value with JSON deserialization and datetime restoration."""
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try:
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parsed = json.loads(raw_value)
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# Handle non-dict values (wrap in dict)
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if not isinstance(parsed, dict):
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return {"value": parsed}
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# Restore datetime fields
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for key, value in parsed.items():
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if isinstance(value, str) and (key.endswith("_at") or "timestamp" in key.lower()):
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try:
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# Convert ISO format string to datetime
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parsed[key] = datetime.fromisoformat(value)
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except ValueError:
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# Not a valid datetime, keep as string
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pass
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return parsed
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except json.JSONDecodeError:
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# Not JSON, return as plain value
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return {"value": raw_value}
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```
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### Statistics Calculations
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**Load Variance** (standard deviation):
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```python
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def calculate_variance(workload_values: list[int]) -> float:
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"""Calculate standard deviation of workload values."""
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if not workload_values:
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return 0.0
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mean = sum(workload_values) / len(workload_values)
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squared_diffs = [(val - mean) ** 2 for val in workload_values]
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variance = sum(squared_diffs) / len(workload_values)
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return variance ** 0.5 # Standard deviation
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```
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**Duration Formatting**:
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```python
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def format_duration(start_time: datetime) -> str:
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"""Format duration from start time to now."""
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delta = datetime.now() - start_time
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total_seconds = int(delta.total_seconds())
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hours = total_seconds // 3600
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minutes = (total_seconds % 3600) // 60
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if hours > 0:
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return f"{hours}h {minutes}m"
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else:
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return f"{minutes}m"
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```
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### Error Handling
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**No Redis Connection**:
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```
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⚠️ No coordination infrastructure detected
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To enable real-time agent coordination:
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Option 1 (Recommended): Deploy Redis Stack
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mycelium deploy start --yes
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Option 2: Create coordination directory
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mkdir -p .claude/coordination/
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# Agents will create status files here
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```
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**Empty Redis Data**:
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```
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⚠️ No agents currently coordinating
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To enable real-time agent coordination:
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Option 1: Deploy Redis Stack (recommended)
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mycelium deploy start --yes
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Option 2: Create coordination directory
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mkdir -p .claude/coordination/
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```
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**Agent Not Found** (in detailed mode):
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```
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❌ Agent 'unknown-agent' not found
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Available agents:
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- project-manager
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- platform-engineer
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- ai-engineer
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- data-engineer
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- python-pro
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```
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**Stale Heartbeats** (age > 60 minutes):
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```
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Heartbeat Status:
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⚠️ Stale heartbeats detected:
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- ai-engineer: last seen 2h 15m ago
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- ml-engineer: last seen 3h 42m ago
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- python-pro: last seen 1h 5m ago
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```
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### MCP Tool Usage
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Use these MCP tools to query Redis:
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```javascript
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// Get all agent statuses
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const agentStatuses = await mcp__RedisMCPServer__hgetall({
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name: "agents:status"
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});
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// Get specific agent status
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const status = await mcp__RedisMCPServer__hget({
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name: "agents:status",
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key: "ai-engineer"
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});
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// Get all heartbeats
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const heartbeats = await mcp__RedisMCPServer__hgetall({
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name: "agents:heartbeat"
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});
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// Get specific heartbeat
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const heartbeat = await mcp__RedisMCPServer__hget({
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name: "agents:heartbeat",
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key: "ai-engineer"
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});
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```
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### Display Requirements
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1. **Sort agents by workload** (highest to lowest) in overview mode
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1. **Calculate total statistics** (total tasks, average load, variance)
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1. **Format progress bars** with 10 blocks (█ and ░ characters)
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1. **Check heartbeat freshness** and warn if stale (>60 min)
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1. **Handle missing data gracefully** (show 0% workload, "available" status)
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1. **Parse JSON correctly** (handle both JSON strings and plain values)
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1. **Restore datetime fields** (fields ending in `_at` or containing `timestamp`)
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1. **Format timestamps** as human-readable durations (e.g., "2h 15m")
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### Integration Notes
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This command integrates with:
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- `RedisCoordinationHelper` library for JSON serialization patterns
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- `mycelium deploy` command for Redis Stack deployment
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- Agent heartbeat mechanisms for health monitoring
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- Workload management for task distribution
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### Expected Behavior
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**Query Redis MCP Server**:
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1. Check if MCP server is available
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1. Query `agents:status` hash for all agent data
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1. Query `agents:heartbeat` hash for heartbeat timestamps
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1. Parse JSON data with datetime restoration
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1. Display formatted output with statistics
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**Handle Parsing Errors**:
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- If JSON parsing fails, wrap value in `{"value": raw_value}`
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- If datetime parsing fails, keep as string
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- If Redis query fails, show helpful error with deployment instructions
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**Calculate Statistics**:
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- Sort agents by workload (descending)
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- Sum total active tasks
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- Calculate average workload percentage
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- Calculate load variance (standard deviation)
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- Determine balance status (\< 20% = balanced)
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**Check Heartbeat Health**:
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- Parse heartbeat timestamps
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- Calculate age in minutes
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- Warn if any heartbeat > 60 minutes old
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- Format age as "Xh Ym" or "Ym"
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### Example Outputs
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**Scenario 1: Active Team**
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```
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=== Multi-Agent Team Status ===
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Coordination Method: Redis MCP
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Agent Workload:
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ai-engineer ██████████ 100% | 3 active tasks (at capacity)
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data-engineer ████████░░ 80% | 2 active tasks
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python-pro ████░░░░░░ 40% | 1 active task
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performance-eng ░░░░░░░░░░ 0% | available
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Task Distribution:
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Total Active: 6 tasks
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Average Load: 55%
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Load Variance: 38% (⚠️ unbalanced)
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Heartbeat Status:
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✅ All agents reporting healthy
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Last Updated: 2025-11-07 20:45:30
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```
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**Scenario 2: Stale Heartbeats**
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```
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=== Multi-Agent Team Status ===
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Coordination Method: Redis MCP
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Agent Workload:
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project-manager ██████████ 100% | 1 active task
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Task Distribution:
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Total Active: 1 task
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Average Load: 100%
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Load Variance: 0% (✅ balanced)
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Heartbeat Status:
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⚠️ Stale heartbeats detected:
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- project-manager: last seen 25 days ago
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Last Updated: 2025-11-07 20:45:30
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```
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**Scenario 3: Detailed Agent View**
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```
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=== Agent Status: ai-engineer ===
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Current Status: BUSY (85% capacity)
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Active Tasks (2):
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1. train-voice-model
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- Progress: 35%
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- Duration: 4h 23m
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- Description: Training custom voice model
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2. evaluate-checkpoint
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- Progress: 70%
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- Duration: 45m
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- Description: Evaluating model checkpoint
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Recent History (from status data):
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- Current workload: 85%
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- Task count: 2
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- Last updated: 2m ago
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Circuit Breaker: ✅ CLOSED (healthy)
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Last Heartbeat: 2m ago
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```
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**Scenario 4: No Agents**
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```
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=== Multi-Agent Team Status ===
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Coordination Method: Redis MCP
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⚠️ No agents currently coordinating
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To enable real-time agent coordination:
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Option 1: Deploy Redis Stack (recommended)
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mycelium deploy start --yes
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Option 2: Create coordination directory
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mkdir -p .claude/coordination/
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```
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## Implementation Steps
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When user runs `/team-status`:
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1. **Parse arguments**: Extract agent type from `$ARGS` if provided
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1. **Query Redis MCP**:
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- Call `mcp__RedisMCPServer__hgetall` for `agents:status`
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- Call `mcp__RedisMCPServer__hgetall` for `agents:heartbeat`
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1. **Parse JSON data**:
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- Use `parse_redis_value()` logic for each value
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- Restore datetime fields
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1. **Determine display mode**:
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- If agent type specified: Show detailed view
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- Otherwise: Show overview with all agents
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1. **Format output**:
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- Create progress bars (10 blocks)
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- Calculate statistics (total, average, variance)
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- Check heartbeat freshness (warn if >60 min)
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- Display timestamp
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1. **Handle errors**:
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- Show helpful message if Redis unavailable
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- Show empty state if no agents
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- Show agent not found if invalid agent type
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Now implement this formatted team status display with proper JSON parsing and error handling.
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Reference in New Issue
Block a user