MCP Server Trello

# Swarm Issue - Issue-Based Swarm Coordination ## Overview Transform GitHub Issues into intelligent swarm tasks, enabling automatic task decomposition and agent coordination. ## Core Features ### 1. Issue-to-Swarm Conversion ```bash # Create swarm from issue using gh CLI # Get issue details ISSUE_DATA=$(gh issue view 456 --json title,body,labels,assignees,comments) # Create swarm from issue npx ruv-swarm github issue-to-swarm 456 \ --issue-data "$ISSUE_DATA" \ --auto-decompose \ --assign-agents # Batch process multiple issues ISSUES=$(gh issue list --label "swarm-ready" --json number,title,body,labels) npx ruv-swarm github issues-batch \ --issues "$ISSUES" \ --parallel # Update issues with swarm status echo "$ISSUES" | jq -r '.[].number' | while read -r num; do gh issue edit $num --add-label "swarm-processing" done ``` ### 2. Issue Comment Commands Execute swarm operations via issue comments: ```markdown <!-- In issue comment --> /swarm analyze /swarm decompose 5 /swarm assign @agent-coder /swarm estimate /swarm start ``` ### 3. Issue Templates for Swarms ```markdown <!-- .github/ISSUE_TEMPLATE/swarm-task.yml --> name: Swarm Task description: Create a task for AI swarm processing body: - type: dropdown id: topology attributes: label: Swarm Topology options: - mesh - hierarchical - ring - star - type: input id: agents attributes: label: Required Agents placeholder: "coder, tester, analyst" - type: textarea id: tasks attributes: label: Task Breakdown placeholder: | 1. Task one description 2. Task two description ``` ## Issue Label Automation ### Auto-Label Based on Content ```javascript // .github/swarm-labels.json { "rules": [ { "keywords": ["bug", "error", "broken"], "labels": ["bug", "swarm-debugger"], "agents": ["debugger", "tester"] }, { "keywords": ["feature", "implement", "add"], "labels": ["enhancement", "swarm-feature"], "agents": ["architect", "coder", "tester"] }, { "keywords": ["slow", "performance", "optimize"], "labels": ["performance", "swarm-optimizer"], "agents": ["analyst", "optimizer"] } ] } ``` ### Dynamic Agent Assignment ```bash # Assign agents based on issue content npx ruv-swarm github issue-analyze 456 \ --suggest-agents \ --estimate-complexity \ --create-subtasks ``` ## Issue Swarm Commands ### Initialize from Issue ```bash # Create swarm with full issue context using gh CLI # Get complete issue data ISSUE=$(gh issue view 456 --json title,body,labels,assignees,comments,projectItems) # Get referenced issues and PRs REFERENCES=$(gh issue view 456 --json body --jq '.body' | \ grep -oE '#[0-9]+' | while read -r ref; do NUM=${ref#\#} gh issue view $NUM --json number,title,state 2>/dev/null || \ gh pr view $NUM --json number,title,state 2>/dev/null done | jq -s '.') # Initialize swarm npx ruv-swarm github issue-init 456 \ --issue-data "$ISSUE" \ --references "$REFERENCES" \ --load-comments \ --analyze-references \ --auto-topology # Add swarm initialization comment gh issue comment 456 --body "🐝 Swarm initialized for this issue" ``` ### Task Decomposition ```bash # Break down issue into subtasks with gh CLI # Get issue body ISSUE_BODY=$(gh issue view 456 --json body --jq '.body') # Decompose into subtasks SUBTASKS=$(npx ruv-swarm github issue-decompose 456 \ --body "$ISSUE_BODY" \ --max-subtasks 10 \ --assign-priorities) # Update issue with checklist CHECKLIST=$(echo "$SUBTASKS" | jq -r '.tasks[] | "- [ ] " + .description') UPDATED_BODY="$ISSUE_BODY ## Subtasks $CHECKLIST" gh issue edit 456 --body "$UPDATED_BODY" # Create linked issues for major subtasks echo "$SUBTASKS" | jq -r '.tasks[] | select(.priority == "high")' | while read -r task; do TITLE=$(echo "$task" | jq -r '.title') BODY=$(echo "$task" | jq -r '.description') gh issue create \ --title "$TITLE" \ --body "$BODY Parent issue: #456" \ --label "subtask" done ``` ### Progress Tracking ```bash # Update issue with swarm progress using gh CLI # Get current issue state CURRENT=$(gh issue view 456 --json body,labels) # Get swarm progress PROGRESS=$(npx ruv-swarm github issue-progress 456) # Update checklist in issue body UPDATED_BODY=$(echo "$CURRENT" | jq -r '.body' | \ npx ruv-swarm github update-checklist --progress "$PROGRESS") # Edit issue with updated body gh issue edit 456 --body "$UPDATED_BODY" # Post progress summary as comment SUMMARY=$(echo "$PROGRESS" | jq -r ' "## 📊 Progress Update **Completion**: \(.completion)% **ETA**: \(.eta) ### Completed Tasks \(.completed | map("- ✅ " + .) | join("\n")) ### In Progress \(.in_progress | map("- 🔄 " + .) | join("\n")) ### Remaining \(.remaining | map("- ⏳ " + .) | join("\n")) --- 🤖 Automated update by swarm agent"') gh issue comment 456 --body "$SUMMARY" # Update labels based on progress if [[ $(echo "$PROGRESS" | jq -r '.completion') -eq 100 ]]; then gh issue edit 456 --add-label "ready-for-review" --remove-label "in-progress" fi ``` ## Advanced Features ### 1. Issue Dependencies ```bash # Handle issue dependencies npx ruv-swarm github issue-deps 456 \ --resolve-order \ --parallel-safe \ --update-blocking ``` ### 2. Epic Management ```bash # Coordinate epic-level swarms npx ruv-swarm github epic-swarm \ --epic 123 \ --child-issues "456,457,458" \ --orchestrate ``` ### 3. Issue Templates ```bash # Generate issue from swarm analysis npx ruv-swarm github create-issues \ --from-analysis \ --template "bug-report" \ --auto-assign ``` ## Workflow Integration ### GitHub Actions for Issues ```yaml # .github/workflows/issue-swarm.yml name: Issue Swarm Handler on: issues: types: [opened, labeled, commented] jobs: swarm-process: runs-on: ubuntu-latest steps: - name: Process Issue uses: ruvnet/swarm-action@v1 with: command: | if [[ "${{ github.event.label.name }}" == "swarm-ready" ]]; then npx ruv-swarm github issue-init ${{ github.event.issue.number }} fi ``` ### Issue Board Integration ```bash # Sync with project board npx ruv-swarm github issue-board-sync \ --project "Development" \ --column-mapping '{ "To Do": "pending", "In Progress": "active", "Done": "completed" }' ``` ## Issue Types & Strategies ### Bug Reports ```bash # Specialized bug handling npx ruv-swarm github bug-swarm 456 \ --reproduce \ --isolate \ --fix \ --test ``` ### Feature Requests ```bash # Feature implementation swarm npx ruv-swarm github feature-swarm 456 \ --design \ --implement \ --document \ --demo ``` ### Technical Debt ```bash # Refactoring swarm npx ruv-swarm github debt-swarm 456 \ --analyze-impact \ --plan-migration \ --execute \ --validate ``` ## Automation Examples ### Auto-Close Stale Issues ```bash # Process stale issues with swarm using gh CLI # Find stale issues STALE_DATE=$(date -d '30 days ago' --iso-8601) STALE_ISSUES=$(gh issue list --state open --json number,title,updatedAt,labels \ --jq ".[] | select(.updatedAt < \"$STALE_DATE\")") # Analyze each stale issue echo "$STALE_ISSUES" | jq -r '.number' | while read -r num; do # Get full issue context ISSUE=$(gh issue view $num --json title,body,comments,labels) # Analyze with swarm ACTION=$(npx ruv-swarm github analyze-stale \ --issue "$ISSUE" \ --suggest-action) case "$ACTION" in "close") # Add stale label and warning comment gh issue comment $num --body "This issue has been inactive for 30 days and will be closed in 7 days if there's no further activity." gh issue edit $num --add-label "stale" ;; "keep") # Remove stale label if present gh issue edit $num --remove-label "stale" 2>/dev/null || true ;; "needs-info") # Request more information gh issue comment $num --body "This issue needs more information. Please provide additional context or it may be closed as stale." gh issue edit $num --add-label "needs-info" ;; esac done # Close issues that have been stale for 37+ days gh issue list --label stale --state open --json number,updatedAt \ --jq ".[] | select(.updatedAt < \"$(date -d '37 days ago' --iso-8601)\") | .number" | \ while read -r num; do gh issue close $num --comment "Closing due to inactivity. Feel free to reopen if this is still relevant." done ``` ### Issue Triage ```bash # Automated triage system npx ruv-swarm github triage \ --unlabeled \ --analyze-content \ --suggest-labels \ --assign-priority ``` ### Duplicate Detection ```bash # Find duplicate issues npx ruv-swarm github find-duplicates \ --threshold 0.8 \ --link-related \ --close-duplicates ``` ## Integration Patterns ### 1. Issue-PR Linking ```bash # Link issues to PRs automatically npx ruv-swarm github link-pr \ --issue 456 \ --pr 789 \ --update-both ``` ### 2. Milestone Coordination ```bash # Coordinate milestone swarms npx ruv-swarm github milestone-swarm \ --milestone "v2.0" \ --parallel-issues \ --track-progress ``` ### 3. Cross-Repo Issues ```bash # Handle issues across repositories npx ruv-swarm github cross-repo \ --issue "org/repo#456" \ --related "org/other-repo#123" \ --coordinate ``` ## Metrics & Analytics ### Issue Resolution Time ```bash # Analyze swarm performance npx ruv-swarm github issue-metrics \ --issue 456 \ --metrics "time-to-close,agent-efficiency,subtask-completion" ``` ### Swarm Effectiveness ```bash # Generate effectiveness report npx ruv-swarm github effectiveness \ --issues "closed:>2024-01-01" \ --compare "with-swarm,without-swarm" ``` ## Best Practices ### 1. Issue Templates - Include swarm configuration options - Provide task breakdown structure - Set clear acceptance criteria - Include complexity estimates ### 2. Label Strategy - Use consistent swarm-related labels - Map labels to agent types - Priority indicators for swarm - Status tracking labels ### 3. Comment Etiquette - Clear command syntax - Progress updates in threads - Summary comments for decisions - Link to relevant PRs ## Security & Permissions 1. **Command Authorization**: Validate user permissions before executing commands 2. **Rate Limiting**: Prevent spam and abuse of issue commands 3. **Audit Logging**: Track all swarm operations on issues 4. **Data Privacy**: Respect private repository settings ## Examples ### Complex Bug Investigation ```bash # Issue #789: Memory leak in production npx ruv-swarm github issue-init 789 \ --topology hierarchical \ --agents "debugger,analyst,tester,monitor" \ --priority critical \ --reproduce-steps ``` ### Feature Implementation ```bash # Issue #234: Add OAuth integration npx ruv-swarm github issue-init 234 \ --topology mesh \ --agents "architect,coder,security,tester" \ --create-design-doc \ --estimate-effort ``` ### Documentation Update ```bash # Issue #567: Update API documentation npx ruv-swarm github issue-init 567 \ --topology ring \ --agents "researcher,writer,reviewer" \ --check-links \ --validate-examples ``` See also: [swarm-pr.md](./swarm-pr.md), [project-board-sync.md](./project-board-sync.md)