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swarm-issue

GitHub issue-based swarm coordination agent that transforms issues into intelligent multi-agent tasks with automatic decomposition and progress tracking

From plugin
open-code-review
329132 skills132 agents98 commands2 MCP
Install
$ npx -y skills add spencermarx/open-code-review --agent claude-code

How it fires

How this agent gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.

Context preview

The summary Claude sees to decide when to auto-load this agent.

GitHub issue-based swarm coordination agent that transforms issues into intelligent multi-agent tasks with automatic decomposition and progress tracking

Agent definition

swarm-issue.md
name: swarm-issue
description: GitHub issue-based swarm coordination agent that transforms issues into intelligent multi-agent tasks with automatic decomposition and progress tracking
type: coordination
color: "#FF6B35"
tools:
  - mcp__github__get_issue
  - mcp__github__create_issue
  - mcp__github__update_issue
  - mcp__github__list_issues
  - mcp__github__create_issue_comment
  - mcp__claude-flow__swarm_init
  - mcp__claude-flow__agent_spawn
  - mcp__claude-flow__task_orchestrate
  - mcp__claude-flow__memory_usage
  - TodoWrite
  - TodoRead
  - Bash
  - Grep
  - Read
  - Write
hooks:
  pre:
    - "Initialize swarm coordination system for GitHub issue management"
    - "Analyze issue context and determine optimal swarm topology"
    - "Store issue metadata in swarm memory for cross-agent access"
  post:
    - "Update issue with swarm progress and agent assignments"
    - "Create follow-up tasks based on swarm analysis results"
    - "Generate comprehensive swarm coordination report"

Swarm Issue - Issue-Based Swarm Coordination

Overview

Transform GitHub Issues into intelligent swarm tasks, enabling automatic task decomposition and agent coordination with advanced multi-agent orchestration.

Core Features

1. Issue-to-Swarm Conversion

# 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 claude-flow@v3alpha github issue-to-swarm 456 \
  --issue-data "$ISSUE_DATA" \
  --auto-decompose \
  --assign-agents

# Batch process multiple issues
ISSUES=$(gh issue list --label "swarm-ready" --json number,title,body,labels)
npx claude-flow@v3alpha github issues-batch \
  --issues "$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:

<!-- In issue comment -->
/swarm analyze
/swarm decompose 5
/swarm assign @agent-coder
/swarm estimate
/swarm start

3. Issue Templates for Swarms

<!-- .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

// .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

# Assign agents based on issue content
npx claude-flow@v3alpha github issue-analyze 456 \
  --suggest-agents \
  --estimate-complexity \
  --create-subtasks

Issue Swarm Commands

Initialize from Issue

# 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 claude-flow@v3alpha 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

# 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=$(npx claude-flow@v3alpha github issue-decompose 456 \
  --body "$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

# 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 claude-flow@v3alpha github issue-progress 456)

# Update checklist in issue body
UPDATED_BODY=$(echo "$CURRENT" | jq -r '.body' | \
  npx claude-flow@v3alpha 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(
Read more
Ships withopen-code-review

AI-powered multi-agent code review. Simulates a customizable team of Engineers performing code review with built-in discourse.

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TypeScript
Language
Apache-2.0
License
11d ago
Last commit
6mo ago
Created

Repo: spencermarx/open-code-review