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agent-multi-repo-swarm

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name: multi-repo-swarm description: Cross-repository swarm orchestration for organization-wide automation and intelligent collaboration type: coordination color: "#FF6B35" tools:
  • Bash
  • Read
  • Write
  • Edit
  • Glob
  • Grep
  • LS
  • TodoWrite
  • mcp__claude-flow__swarm_init
  • mcp__claude-flow__agent_spawn
  • mcp__claude-flow__task_orchestrate
  • mcp__claude-flow__swarm_status
  • mcp__claude-flow__memory_usage
  • mcp__claude-flow__github_repo_analyze
  • mcp__claude-flow__github_pr_manage
  • mcp__claude-flow__github_sync_coord
  • mcp__claude-flow__github_metrics hooks: pre:
    • "gh auth status || (echo 'GitHub CLI not authenticated' && exit 1)"
    • "git status --porcelain || echo 'Not in git repository'"
    • "gh repo list --limit 1 >$dev$null || (echo 'No repo access' && exit 1)" post:
    • "gh pr list --state open --limit 5 | grep -q . && echo 'Active PRs found'"
    • "git log --oneline -5 | head -3"
    • "gh repo view --json name,description,topics"
name: multi-repo-swarm description: 面向全组织自动化与智能协作的跨仓库Swarm编排 type: coordination color: "#FF6B35" tools:
  • Bash
  • Read
  • Write
  • Edit
  • Glob
  • Grep
  • LS
  • TodoWrite
  • mcp__claude-flow__swarm_init
  • mcp__claude-flow__agent_spawn
  • mcp__claude-flow__task_orchestrate
  • mcp__claude-flow__swarm_status
  • mcp__claude-flow__memory_usage
  • mcp__claude-flow__github_repo_analyze
  • mcp__claude-flow__github_pr_manage
  • mcp__claude-flow__github_sync_coord
  • mcp__claude-flow__github_metrics hooks: pre:
    • "gh auth status || (echo 'GitHub CLI not authenticated' && exit 1)"
    • "git status --porcelain || echo 'Not in git repository'"
    • "gh repo list --limit 1 >$dev$null || (echo 'No repo access' && exit 1)" post:
    • "gh pr list --state open --limit 5 | grep -q . && echo 'Active PRs found'"
    • "git log --oneline -5 | head -3"
    • "gh repo view --json name,description,topics"

Multi-Repo Swarm - Cross-Repository Swarm Orchestration

Multi-Repo Swarm - 跨仓库Swarm编排

Overview

概述

Coordinate AI swarms across multiple repositories, enabling organization-wide automation and intelligent cross-project collaboration.
跨多个仓库协调AI Swarm，实现全组织自动化与跨项目智能协作。

Core Features

核心功能

1. Cross-Repo Initialization

1. 跨仓库初始化

bash
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bash
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Initialize multi-repo swarm with gh CLI

Initialize multi-repo swarm with gh CLI

List organization repositories

List organization repositories

REPOS=$(gh repo list org --limit 100 --json name,description,languages
--jq '.[] | select(.name | test("frontend|backend|shared"))')
REPOS=$(gh repo list org --limit 100 --json name,description,languages
--jq '.[] | select(.name | test("frontend|backend|shared"))')

Get repository details

Get repository details

REPO_DETAILS=$(echo "$REPOS" | jq -r '.name' | while read -r repo; do gh api repos$org/$repo --jq '{name, default_branch, languages, topics}' done | jq -s '.')
REPO_DETAILS=$(echo "$REPOS" | jq -r '.name' | while read -r repo; do gh api repos$org/$repo --jq '{name, default_branch, languages, topics}' done | jq -s '.')

Initialize swarm with repository context

Initialize swarm with repository context

npx ruv-swarm github multi-repo-init
--repo-details "$REPO_DETAILS"
--repos "org$frontend,org$backend,org$shared"
--topology hierarchical
--shared-memory
--sync-strategy eventual
undefined
npx ruv-swarm github multi-repo-init
--repo-details "$REPO_DETAILS"
--repos "org$frontend,org$backend,org$shared"
--topology hierarchical
--shared-memory
--sync-strategy eventual
undefined

2. Repository Discovery

2. 仓库发现

bash
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bash
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Auto-discover related repositories with gh CLI

Auto-discover related repositories with gh CLI

Search organization repositories

Search organization repositories

REPOS=$(gh repo list my-organization --limit 100
--json name,description,languages,topics
--jq '.[] | select(.languages | keys | contains(["TypeScript"]))')
REPOS=$(gh repo list my-organization --limit 100
--json name,description,languages,topics
--jq '.[] | select(.languages | keys | contains(["TypeScript"]))')

Analyze repository dependencies

Analyze repository dependencies

DEPS=$(echo "$REPOS" | jq -r '.name' | while read -r repo; do

Get package.json if it exists

if gh api repos$my-organization/$repo$contents$package.json --jq '.content' 2>$dev$null; then gh api repos$my-organization/$repo$contents$package.json
--jq '.content' | base64 -d | jq '{name, dependencies, devDependencies}' fi done | jq -s '.')
DEPS=$(echo "$REPOS" | jq -r '.name' | while read -r repo; do

Get package.json if it exists

if gh api repos$my-organization/$repo$contents$package.json --jq '.content' 2>$dev$null; then gh api repos$my-organization/$repo$contents$package.json
--jq '.content' | base64 -d | jq '{name, dependencies, devDependencies}' fi done | jq -s '.')

Discover and analyze

Discover and analyze

npx ruv-swarm github discover-repos
--repos "$REPOS"
--dependencies "$DEPS"
--analyze-dependencies
--suggest-swarm-topology
undefined
npx ruv-swarm github discover-repos
--repos "$REPOS"
--dependencies "$DEPS"
--analyze-dependencies
--suggest-swarm-topology
undefined

3. Synchronized Operations

3. 同步操作

bash
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bash
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Execute synchronized changes across repos with gh CLI

Execute synchronized changes across repos with gh CLI

Get matching repositories

Get matching repositories

MATCHING_REPOS=$(gh repo list org --limit 100 --json name
--jq '.[] | select(.name | test("-service$")) | .name')
MATCHING_REPOS=$(gh repo list org --limit 100 --json name
--jq '.[] | select(.name | test("-service$")) | .name')

Execute task and create PRs

Execute task and create PRs

echo "$MATCHING_REPOS" | while read -r repo; do

Clone repo

gh repo clone org/$repo $tmp/$repo -- --depth=1

Execute task

cd $tmp/$repo npx ruv-swarm github task-execute
--task "update-dependencies"
--repo "org/$repo"

Create PR if changes exist

if [[ -n $(git status --porcelain) ]]; then git checkout -b update-dependencies-$(date +%Y%m%d) git add -A git commit -m "chore: Update dependencies"
# Push and create PR
git push origin HEAD
PR_URL=$(gh pr create \
  --title "Update dependencies" \
  --body "Automated dependency update across services" \
  --label "dependencies,automated")

echo "$PR_URL" >> $tmp$created-prs.txt
fi cd - done
echo "$MATCHING_REPOS" | while read -r repo; do

Clone repo

gh repo clone org/$repo $tmp/$repo -- --depth=1

Execute task

cd $tmp/$repo npx ruv-swarm github task-execute
--task "update-dependencies"
--repo "org/$repo"

Create PR if changes exist

if [[ -n $(git status --porcelain) ]]; then git checkout -b update-dependencies-$(date +%Y%m%d) git add -A git commit -m "chore: Update dependencies"
# Push and create PR
git push origin HEAD
PR_URL=$(gh pr create \
  --title "Update dependencies" \
  --body "Automated dependency update across services" \
  --label "dependencies,automated")

echo "$PR_URL" >> $tmp$created-prs.txt
fi cd - done

Link related PRs

Link related PRs

PR_URLS=$(cat $tmp$created-prs.txt) npx ruv-swarm github link-prs --urls "$PR_URLS"
undefined
PR_URLS=$(cat $tmp$created-prs.txt) npx ruv-swarm github link-prs --urls "$PR_URLS"
undefined

Configuration

配置

Multi-Repo Config File

多仓库配置文件

yaml
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yaml
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.swarm$multi-repo.yml

.swarm$multi-repo.yml

version: 1 organization: my-org repositories:
  • name: frontend url: github.com$my-org$frontend role: ui agents: [coder, designer, tester]
  • name: backend url: github.com$my-org$backend role: api agents: [architect, coder, tester]
  • name: shared url: github.com$my-org$shared role: library agents: [analyst, coder]
coordination: topology: hierarchical communication: webhook memory: redis:/$shared-memory
dependencies:
  • from: frontend to: [backend, shared]
  • from: backend to: [shared]
undefined
version: 1 organization: my-org repositories:
  • name: frontend url: github.com$my-org$frontend role: ui agents: [coder, designer, tester]
  • name: backend url: github.com$my-org$backend role: api agents: [architect, coder, tester]
  • name: shared url: github.com$my-org$shared role: library agents: [analyst, coder]
coordination: topology: hierarchical communication: webhook memory: redis:/$shared-memory
dependencies:
  • from: frontend to: [backend, shared]
  • from: backend to: [shared]
undefined

Repository Roles

仓库角色

javascript
// Define repository roles and responsibilities
{
  "roles": {
    "ui": {
      "responsibilities": ["user-interface", "ux", "accessibility"],
      "default-agents": ["designer", "coder", "tester"]
    },
    "api": {
      "responsibilities": ["endpoints", "business-logic", "data"],
      "default-agents": ["architect", "coder", "security"]
    },
    "library": {
      "responsibilities": ["shared-code", "utilities", "types"],
      "default-agents": ["analyst", "coder", "documenter"]
    }
  }
}
javascript
// Define repository roles and responsibilities
{
  "roles": {
    "ui": {
      "responsibilities": ["user-interface", "ux", "accessibility"],
      "default-agents": ["designer", "coder", "tester"]
    },
    "api": {
      "responsibilities": ["endpoints", "business-logic", "data"],
      "default-agents": ["architect", "coder", "security"]
    },
    "library": {
      "responsibilities": ["shared-code", "utilities", "types"],
      "default-agents": ["analyst", "coder", "documenter"]
    }
  }
}

Orchestration Commands

编排命令

Dependency Management

依赖管理

bash
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bash
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Update dependencies across all repos with gh CLI

Update dependencies across all repos with gh CLI

Create tracking issue first

Create tracking issue first

TRACKING_ISSUE=$(gh issue create
--title "Dependency Update: typescript@5.0.0"
--body "Tracking issue for updating TypeScript across all repositories"
--label "dependencies,tracking"
--json number -q .number)
TRACKING_ISSUE=$(gh issue create
--title "Dependency Update: typescript@5.0.0"
--body "Tracking issue for updating TypeScript across all repositories"
--label "dependencies,tracking"
--json number -q .number)

Get all repos with TypeScript

Get all repos with TypeScript

TS_REPOS=$(gh repo list org --limit 100 --json name | jq -r '.[].name' |
while read -r repo; do if gh api repos$org/$repo$contents$package.json 2>$dev$null |
jq -r '.content' | base64 -d | grep -q '"typescript"'; then echo "$repo" fi done)
TS_REPOS=$(gh repo list org --limit 100 --json name | jq -r '.[].name' |
while read -r repo; do if gh api repos$org/$repo$contents$package.json 2>$dev$null |
jq -r '.content' | base64 -d | grep -q '"typescript"'; then echo "$repo" fi done)

Update each repository

Update each repository

echo "$TS_REPOS" | while read -r repo; do

Clone and update

gh repo clone org/$repo $tmp/$repo -- --depth=1 cd $tmp/$repo

Update dependency

npm install --save-dev typescript@5.0.0

Test changes

if npm test; then # Create PR git checkout -b update-typescript-5 git add package.json package-lock.json git commit -m "chore: Update TypeScript to 5.0.0
Part of #$TRACKING_ISSUE"
git push origin HEAD
gh pr create \
  --title "Update TypeScript to 5.0.0" \
  --body "Updates TypeScript to version 5.0.0\n\nTracking: #$TRACKING_ISSUE" \
  --label "dependencies"
else # Report failure gh issue comment $TRACKING_ISSUE
--body "❌ Failed to update $repo - tests failing" fi cd - done
undefined
echo "$TS_REPOS" | while read -r repo; do

Clone and update

gh repo clone org/$repo $tmp/$repo -- --depth=1 cd $tmp/$repo

Update dependency

npm install --save-dev typescript@5.0.0

Test changes

if npm test; then # Create PR git checkout -b update-typescript-5 git add package.json package-lock.json git commit -m "chore: Update TypeScript to 5.0.0
Part of #$TRACKING_ISSUE"
git push origin HEAD
gh pr create \
  --title "Update TypeScript to 5.0.0" \
  --body "Updates TypeScript to version 5.0.0\n\nTracking: #$TRACKING_ISSUE" \
  --label "dependencies"
else # Report failure gh issue comment $TRACKING_ISSUE
--body "❌ Failed to update $repo - tests failing" fi cd - done
undefined

Refactoring Operations

重构操作

bash
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bash
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Coordinate large-scale refactoring

Coordinate large-scale refactoring

npx ruv-swarm github multi-repo-refactor
--pattern "rename:OldAPI->NewAPI"
--analyze-impact
--create-migration-guide
--staged-rollout
undefined
npx ruv-swarm github multi-repo-refactor
--pattern "rename:OldAPI->NewAPI"
--analyze-impact
--create-migration-guide
--staged-rollout
undefined

Security Updates

安全更新

bash
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bash
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Coordinate security patches

Coordinate security patches

npx ruv-swarm github multi-repo-security
--scan-all
--patch-vulnerabilities
--verify-fixes
--compliance-report
undefined
npx ruv-swarm github multi-repo-security
--scan-all
--patch-vulnerabilities
--verify-fixes
--compliance-report
undefined

Communication Strategies

通信策略

1. Webhook-Based Coordination

1. 基于Webhook的协调

javascript
// webhook-coordinator.js
const { MultiRepoSwarm } = require('ruv-swarm');

const swarm = new MultiRepoSwarm({
  webhook: {
    url: 'https:/$swarm-coordinator.example.com',
    secret: process.env.WEBHOOK_SECRET
  }
});

// Handle cross-repo events
swarm.on('repo:update', async (event) => {
  await swarm.propagate(event, {
    to: event.dependencies,
    strategy: 'eventual-consistency'
  });
});
javascript
// webhook-coordinator.js
const { MultiRepoSwarm } = require('ruv-swarm');

const swarm = new MultiRepoSwarm({
  webhook: {
    url: 'https:/$swarm-coordinator.example.com',
    secret: process.env.WEBHOOK_SECRET
  }
});

// Handle cross-repo events
swarm.on('repo:update', async (event) => {
  await swarm.propagate(event, {
    to: event.dependencies,
    strategy: 'eventual-consistency'
  });
});

2. GraphQL Federation

2. GraphQL联邦

graphql
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graphql
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Federated schema for multi-repo queries

Federated schema for multi-repo queries

type Repository @key(fields: "id") { id: ID! name: String! swarmStatus: SwarmStatus! dependencies: [Repository!]! agents: [Agent!]! }
type SwarmStatus { active: Boolean! topology: Topology! tasks: [Task!]! memory: JSON! }
undefined
type Repository @key(fields: "id") { id: ID! name: String! swarmStatus: SwarmStatus! dependencies: [Repository!]! agents: [Agent!]! }
type SwarmStatus { active: Boolean! topology: Topology! tasks: [Task!]! memory: JSON! }
undefined

3. Event Streaming

3. 事件流

yaml
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yaml
undefined

Kafka configuration for real-time coordination

Kafka configuration for real-time coordination

kafka: brokers: ['kafka1:9092', 'kafka2:9092'] topics: swarm-events: partitions: 10 replication: 3 swarm-memory: partitions: 5 replication: 3
undefined
kafka: brokers: ['kafka1:9092', 'kafka2:9092'] topics: swarm-events: partitions: 10 replication: 3 swarm-memory: partitions: 5 replication: 3
undefined

Advanced Features

高级功能

1. Distributed Task Queue

1. 分布式任务队列

bash
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bash
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Create distributed task queue

Create distributed task queue

npx ruv-swarm github multi-repo-queue
--backend redis
--workers 10
--priority-routing
--dead-letter-queue
undefined
npx ruv-swarm github multi-repo-queue
--backend redis
--workers 10
--priority-routing
--dead-letter-queue
undefined

2. Cross-Repo Testing

2. 跨仓库测试

bash
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bash
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Run integration tests across repos

Run integration tests across repos

npx ruv-swarm github multi-repo-test
--setup-test-env
--link-services
--run-e2e
--tear-down
undefined
npx ruv-swarm github multi-repo-test
--setup-test-env
--link-services
--run-e2e
--tear-down
undefined

3. Monorepo Migration

3. 单体仓库迁移

bash
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bash
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Assist in monorepo migration

Assist in monorepo migration

npx ruv-swarm github to-monorepo
--analyze-repos
--suggest-structure
--preserve-history
--create-migration-prs
undefined
npx ruv-swarm github to-monorepo
--analyze-repos
--suggest-structure
--preserve-history
--create-migration-prs
undefined

Monitoring & Visualization

监控与可视化

Multi-Repo Dashboard

多仓库仪表盘

bash
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bash
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Launch monitoring dashboard

Launch monitoring dashboard

npx ruv-swarm github multi-repo-dashboard
--port 3000
--metrics "agent-activity,task-progress,memory-usage"
--real-time
undefined
npx ruv-swarm github multi-repo-dashboard
--port 3000
--metrics "agent-activity,task-progress,memory-usage"
--real-time
undefined

Dependency Graph

依赖图谱

bash
undefined
bash
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Visualize repo dependencies

Visualize repo dependencies

npx ruv-swarm github dep-graph
--format mermaid
--include-agents
--show-data-flow
undefined
npx ruv-swarm github dep-graph
--format mermaid
--include-agents
--show-data-flow
undefined

Health Monitoring

健康监控

bash
undefined
bash
undefined

Monitor swarm health across repos

Monitor swarm health across repos

npx ruv-swarm github health-check
--repos "org/*"
--check "connectivity,memory,agents"
--alert-on-issues
undefined
npx ruv-swarm github health-check
--repos "org/*"
--check "connectivity,memory,agents"
--alert-on-issues
undefined

Synchronization Patterns

同步模式

1. Eventually Consistent

1. 最终一致性

javascript
// Eventual consistency for non-critical updates
{
  "sync": {
    "strategy": "eventual",
    "max-lag": "5m",
    "retry": {
      "attempts": 3,
      "backoff": "exponential"
    }
  }
}
javascript
// Eventual consistency for non-critical updates
{
  "sync": {
    "strategy": "eventual",
    "max-lag": "5m",
    "retry": {
      "attempts": 3,
      "backoff": "exponential"
    }
  }
}

2. Strong Consistency

2. 强一致性

javascript
// Strong consistency for critical operations
{
  "sync": {
    "strategy": "strong",
    "consensus": "raft",
    "quorum": 0.51,
    "timeout": "30s"
  }
}
javascript
// Strong consistency for critical operations
{
  "sync": {
    "strategy": "strong",
    "consensus": "raft",
    "quorum": 0.51,
    "timeout": "30s"
  }
}

3. Hybrid Approach

3. 混合方式

javascript
// Mix of consistency levels
{
  "sync": {
    "default": "eventual",
    "overrides": {
      "security-updates": "strong",
      "dependency-updates": "strong",
      "documentation": "eventual"
    }
  }
}
javascript
// Mix of consistency levels
{
  "sync": {
    "default": "eventual",
    "overrides": {
      "security-updates": "strong",
      "dependency-updates": "strong",
      "documentation": "eventual"
    }
  }
}

Use Cases

使用场景

1. Microservices Coordination

1. 微服务协调

bash
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bash
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Coordinate microservices development

Coordinate microservices development

npx ruv-swarm github microservices
--services "auth,users,orders,payments"
--ensure-compatibility
--sync-contracts
--integration-tests
undefined
npx ruv-swarm github microservices
--services "auth,users,orders,payments"
--ensure-compatibility
--sync-contracts
--integration-tests
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2. Library Updates

2. 库更新

bash
undefined
bash
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Update shared library across consumers

Update shared library across consumers

npx ruv-swarm github lib-update
--library "org$shared-lib"
--version "2.0.0"
--find-consumers
--update-imports
--run-tests
undefined
npx ruv-swarm github lib-update
--library "org$shared-lib"
--version "2.0.0"
--find-consumers
--update-imports
--run-tests
undefined

3. Organization-Wide Changes

3. 全组织变更

bash
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bash
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Apply org-wide policy changes

Apply org-wide policy changes

npx ruv-swarm github org-policy
--policy "add-security-headers"
--repos "org/*"
--validate-compliance
--create-reports
undefined
npx ruv-swarm github org-policy
--policy "add-security-headers"
--repos "org/*"
--validate-compliance
--create-reports
undefined

Best Practices

最佳实践

1. Repository Organization

1. 仓库组织

  • Clear repository roles and boundaries
  • Consistent naming conventions
  • Documented dependencies
  • Shared configuration standards
  • 清晰的仓库角色与边界
  • 一致的命名规范
  • 文档化的依赖关系
  • 共享的配置标准

2. Communication

2. 通信

  • Use appropriate sync strategies
  • Implement circuit breakers
  • Monitor latency and failures
  • Clear error propagation
  • 使用合适的同步策略
  • 实现断路器机制
  • 监控延迟与故障
  • 清晰的错误传播

3. Security

3. 安全

  • Secure cross-repo authentication
  • Encrypted communication channels
  • Audit trail for all operations
  • Principle of least privilege
  • 安全的跨仓库认证
  • 加密的通信通道
  • 所有操作的审计追踪
  • 最小权限原则

Performance Optimization

性能优化

Caching Strategy

缓存策略

bash
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bash
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Implement cross-repo caching

Implement cross-repo caching

npx ruv-swarm github cache-strategy
--analyze-patterns
--suggest-cache-layers
--implement-invalidation
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npx ruv-swarm github cache-strategy
--analyze-patterns
--suggest-cache-layers
--implement-invalidation
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Parallel Execution

并行执行

bash
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bash
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Optimize parallel operations

Optimize parallel operations

npx ruv-swarm github parallel-optimize
--analyze-dependencies
--identify-parallelizable
--execute-optimal
undefined
npx ruv-swarm github parallel-optimize
--analyze-dependencies
--identify-parallelizable
--execute-optimal
undefined

Resource Pooling

资源池化

bash
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bash
undefined

Pool resources across repos

Pool resources across repos

npx ruv-swarm github resource-pool
--share-agents
--distribute-load
--monitor-usage
undefined
npx ruv-swarm github resource-pool
--share-agents
--distribute-load
--monitor-usage
undefined

Troubleshooting

故障排除

Connectivity Issues

连接问题

bash
undefined
bash
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Diagnose connectivity problems

Diagnose connectivity problems

npx ruv-swarm github diagnose-connectivity
--test-all-repos
--check-permissions
--verify-webhooks
undefined
npx ruv-swarm github diagnose-connectivity
--test-all-repos
--check-permissions
--verify-webhooks
undefined

Memory Synchronization

内存同步

bash
undefined
bash
undefined

Debug memory sync issues

Debug memory sync issues

npx ruv-swarm github debug-memory
--check-consistency
--identify-conflicts
--repair-state
undefined
npx ruv-swarm github debug-memory
--check-consistency
--identify-conflicts
--repair-state
undefined

Performance Bottlenecks

性能瓶颈

bash
undefined
bash
undefined

Identify performance issues

Identify performance issues

npx ruv-swarm github perf-analysis
--profile-operations
--identify-bottlenecks
--suggest-optimizations
undefined
npx ruv-swarm github perf-analysis
--profile-operations
--identify-bottlenecks
--suggest-optimizations
undefined

Examples

示例

Full-Stack Application Update

全栈应用更新

bash
undefined
bash
undefined

Update full-stack application

Update full-stack application

npx ruv-swarm github fullstack-update
--frontend "org$web-app"
--backend "org$api-server"
--database "org$db-migrations"
--coordinate-deployment
undefined
npx ruv-swarm github fullstack-update
--frontend "org$web-app"
--backend "org$api-server"
--database "org$db-migrations"
--coordinate-deployment
undefined

Cross-Team Collaboration

跨团队协作

bash
undefined
bash
undefined

Facilitate cross-team work

Facilitate cross-team work

npx ruv-swarm github cross-team
--teams "frontend,backend,devops"
--task "implement-feature-x"
--assign-by-expertise
--track-progress

See also: [swarm-pr.md](.$swarm-pr.md), [project-board-sync.md](.$project-board-sync.md)
npx ruv-swarm github cross-team
--teams "frontend,backend,devops"
--task "implement-feature-x"
--assign-by-expertise
--track-progress

另请参阅：[swarm-pr.md](.$swarm-pr.md), [project-board-sync.md](.$project-board-sync.md)