agent-capabilities
CommandMatrix of agent capabilities and their specializations.
Synchronize AI swarms with GitHub Projects for visual task management, progress tracking, and team coordination.
> /plugin marketplace add ruvnet/agentic-flow> /plugin install agentic-flow@agentic-flow
Synchronize AI swarms with GitHub Projects for visual task management, progress tracking, and team coordination.
# Connect swarm to GitHub Project using gh CLI # Get project details PROJECT_ID=$(gh project list --owner @me --format json | \ jq -r '.projects[] | select(.title == "Development Board") | .id') # Initialize swarm with project npx ruv-swarm github board-init \ --project-id "$PROJECT_ID" \ --sync-mode "bidirectional" \ --create-views "swarm-status,agent-workload,priority" # Create project fields for swarm tracking gh project field-create $PROJECT_ID --owner @me \ --name "Swarm Status" \ --data-type "SINGLE_SELECT" \ --single-select-options "pending,in_progress,completed"
# Sync swarm tasks with project cards
npx ruv-swarm github board-sync \
--map-status '{
"todo": "To Do",
"in_progress": "In Progress",
"review": "Review",
"done": "Done"
}' \
--auto-move-cards \
--update-metadata# Enable real-time board updates npx ruv-swarm github board-realtime \ --webhook-endpoint "https://api.example.com/github-sync" \ --update-frequency "immediate" \ --batch-updates false
# .github/board-sync.yml
version: 1
project:
name: "AI Development Board"
number: 1
mapping:
# Map swarm task status to board columns
status:
pending: "Backlog"
assigned: "Ready"
in_progress: "In Progress"
review: "Review"
completed: "Done"
blocked: "Blocked"
# Map agent types to labels
agents:
coder: "🔧 Development"
tester: "🧪 Testing"
analyst: "📊 Analysis"
designer: "🎨 Design"
architect: "🏗️ Architecture"
# Map priority to project fields
priority:
critical: "🔴 Critical"
high: "🟡 High"
medium: "🟢 Medium"
low: "⚪ Low"
# Custom fields
fields:
- name: "Agent Count"
type: number
source: task.agents.length
- name: "Complexity"
type: select
source: task.complexity
- name: "ETA"
type: date
source: task.estimatedCompletion// Custom board views
{
"views": [
{
"name": "Swarm Overview",
"type": "board",
"groupBy": "status",
"filters": ["is:open"],
"sort": "priority:desc"
},
{
"name": "Agent Workload",
"type": "table",
"groupBy": "assignedAgent",
"columns": ["title", "status", "priority", "eta"],
"sort": "eta:asc"
},
{
"name": "Sprint Progress",
"type": "roadmap",
"dateField": "eta",
"groupBy": "milestone"
}
]
}# Automatically assign cards to agents npx ruv-swarm github board-auto-assign \ --strategy "load-balanced" \ --consider "expertise,workload,availability" \ --update-cards
# Track and visualize progress npx ruv-swarm github board-progress \ --show "burndown,velocity,cycle-time" \ --time-period "sprint" \ --export-metrics
# Intelligent card state transitions
npx ruv-swarm github board-smart-move \
--rules '{
"auto-progress": "when:all-subtasks-done",
"auto-review": "when:tests-pass",
"auto-done": "when:pr-merged"
}'# Convert issues to project cards using gh CLI # List issues with label ISSUES=$(gh issue list --label "enhancement" --json number,title,body) # Add issues to project echo "$ISSUES" | jq -r '.[].number' | while read -r issue; do gh project item-add $PROJECT_ID --owner @me --url "https://github.com/$GITHUB_REPOSITORY/issues/$issue" done # Process with swarm npx ruv-swarm github board-import-issues \ --issues "$ISSUES" \ --add-to-column "Backlog" \ --parse-checklist \ --assign-agents
# Bulk card operations npx ruv-swarm github board-bulk \ --filter "status:blocked" \ --action "add-label:needs-attention" \ --notify-assignees
# Create cards from templates
npx ruv-swarm github board-template \
--template "feature-development" \
--variables '{
"feature": "User Authentication",
"priority": "high",
"agents": ["architect", "coder", "tester"]
}' \
--create-subtasks# Sync across multiple boards
npx ruv-swarm github multi-board-sync \
--boards "Development,QA,Release" \
--sync-rules '{
"Development->QA": "when:ready-for-test",
"QA->Release": "when:tests-pass"
}'# Sync boards across organizations npx ruv-swarm github cross-org-sync \ --source "org1/Project-A" \ --target "org2/Project-B" \ --field-mapping "custom" \ --conflict-resolution "source-wins"
# Sync with external tools npx ruv-swarm github board-integrate \ --tool "jira" \ --mapping "bidirectional" \ --sync-frequency "5m" \ --transform-rules "custom"
# Generate board analytics using gh CLI data
# Fetch project data
PROJECT_DATA=$(gh project item-list $PROJECT_ID --owner @me --format json)
# Get issue metrics
ISSUE_METRICS=$(echo "$PROJECT_DATA" | jq -r '.items[] | select(.content.type == "Issue")' | \
while read -r item; do
ISSUE_NUM=$(echo "$item" | jq -r '.content.number')
gh issue view $ISSUE_NUM --json createdAt,closedAt,labels,assignees
done)
# Generate analytics with swarm
npx ruv-swarm github board-analytics \
--project-data "$PROJECT_DATA" \
--issue-metrics "$ISSUE_METRICS" \
--metrics "throughput,cycle-time,wip" \
--group-by "agent,priority,type" \
--time-range "Production-ready AI agent orchestration with 66 self-learning agents, 213 MCP tools, and autonomous multi-agent swarms.
Matrix of agent capabilities and their specializations.
Complete guide to all 54 available agent types in Claude Flow.
Reviewed all command files in `.claude/commands/analysis/` directory to ensure proper usage of: - `mcp__claude-flow__*` tools…
Analyze performance bottlenecks in swarm operations and suggest optimizations.
Implement tasks incrementally — build, test, verify, commit. Add "auto" to run the whole plan in one approved pass.