agent-capabilities
CommandMatrix of agent capabilities and their specializations.
Create and manage AI swarms directly from GitHub Pull Requests, enabling seamless integration with your development workflow.
> /plugin marketplace add ruvnet/agentic-flow> /plugin install agentic-flow@agentic-flow
Create and manage AI swarms directly from GitHub Pull Requests, enabling seamless integration with your development workflow.
# Create swarm from PR description using gh CLI gh pr view 123 --json body,title,labels,files | npx ruv-swarm swarm create-from-pr # Auto-spawn agents based on PR labels gh pr view 123 --json labels | npx ruv-swarm swarm auto-spawn # Create swarm with PR context gh pr view 123 --json body,labels,author,assignees | \ npx ruv-swarm swarm init --from-pr-data
Execute swarm commands via PR comments:
<!-- In PR comment --> /swarm init mesh 6 /swarm spawn coder "Implement authentication" /swarm spawn tester "Write unit tests" /swarm status
# .github/workflows/swarm-pr.yml
name: Swarm PR Handler
on:
pull_request:
types: [opened, labeled]
issue_comment:
types: [created]
jobs:
swarm-handler:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- name: Handle Swarm Command
run: |
if [[ "${{ github.event.comment.body }}" == /swarm* ]]; then
npx ruv-swarm github handle-comment \
--pr ${{ github.event.pull_request.number }} \
--comment "${{ github.event.comment.body }}"
fiMap PR labels to agent types:
{
"label-mapping": {
"bug": ["debugger", "tester"],
"feature": ["architect", "coder", "tester"],
"refactor": ["analyst", "coder"],
"docs": ["researcher", "writer"],
"performance": ["analyst", "optimizer"]
}
}# Small PR (< 100 lines): ring topology # Medium PR (100-500 lines): mesh topology # Large PR (> 500 lines): hierarchical topology npx ruv-swarm github pr-topology --pr 123
# Create swarm with PR context using gh CLI PR_DIFF=$(gh pr diff 123) PR_INFO=$(gh pr view 123 --json title,body,labels,files,reviews) npx ruv-swarm github pr-init 123 \ --auto-agents \ --pr-data "$PR_INFO" \ --diff "$PR_DIFF" \ --analyze-impact
# Post swarm progress to PR using gh CLI PROGRESS=$(npx ruv-swarm github pr-progress 123 --format markdown) gh pr comment 123 --body "$PROGRESS" # Update PR labels based on progress if [[ $(echo "$PROGRESS" | grep -o '[0-9]\+%' | sed 's/%//') -gt 90 ]]; then gh pr edit 123 --add-label "ready-for-review" fi
# Create review agents with gh CLI integration PR_FILES=$(gh pr view 123 --json files --jq '.files[].path') # Run swarm review REVIEW_RESULTS=$(npx ruv-swarm github pr-review 123 \ --agents "security,performance,style" \ --files "$PR_FILES") # Post review comments using gh CLI echo "$REVIEW_RESULTS" | jq -r '.comments[]' | while read -r comment; do FILE=$(echo "$comment" | jq -r '.file') LINE=$(echo "$comment" | jq -r '.line') BODY=$(echo "$comment" | jq -r '.body') gh pr review 123 --comment --body "$BODY" done
# Coordinate swarms across related PRs npx ruv-swarm github multi-pr \ --prs "123,124,125" \ --strategy "parallel" \ --share-memory
# Analyze PR dependencies npx ruv-swarm github pr-deps 123 \ --spawn-agents \ --resolve-conflicts
# Auto-fix PR issues npx ruv-swarm github pr-fix 123 \ --issues "lint,test-failures" \ --commit-fixes
<!-- .github/pull_request_template.md --> ## Swarm Configuration - Topology: [mesh/hierarchical/ring/star] - Max Agents: [number] - Auto-spawn: [yes/no] - Priority: [high/medium/low] ## Tasks for Swarm - [ ] Task 1 description - [ ] Task 2 description
# Require swarm completion before merge
required_status_checks:
contexts:
- "swarm/tasks-complete"
- "swarm/tests-pass"
- "swarm/review-approved"# Auto-merge when swarm completes using gh CLI
# Check swarm completion status
SWARM_STATUS=$(npx ruv-swarm github pr-status 123)
if [[ "$SWARM_STATUS" == "complete" ]]; then
# Check review requirements
REVIEWS=$(gh pr view 123 --json reviews --jq '.reviews | length')
if [[ $REVIEWS -ge 2 ]]; then
# Enable auto-merge
gh pr merge 123 --auto --squash
fi
fi// webhook-handler.js
const { createServer } = require('http');
const { execSync } = require('child_process');
createServer((req, res) => {
if (req.url === '/github-webhook') {
const event = JSON.parse(body);
if (event.action === 'opened' && event.pull_request) {
execSync(`npx ruv-swarm github pr-init ${event.pull_request.number}`);
}
res.writeHead(200);
res.end('OK');
}
}).listen(3000);# PR #456: Add user authentication npx ruv-swarm github pr-init 456 \ --topology hierarchical \ --agents "architect,coder,tester,security" \ --auto-assign-tasks
# PR #789: Fix memory leak npx ruv-swarm github pr-init 789 \ --topology mesh \ --agents "debugger,analyst,tester" \ --priority high
# PR #321: Update API docs npx ruv-swarm github pr-init 321 \ --topology ring \ --agents "researcher,writer,reviewer" \ --validate-links
# Generate PR swarm report npx ruv-swarm github pr-report 123 \ --metrics "completion-time,agent-efficiency,token-usage" \ --format markdown
# Export to GitHub Insights npx ruv-swarm github export-metrics \ -
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.