qe-github-workflow-automation

初始化 GitHub 工作流自动化

# Start with a simple workflow
npx ruv-swarm actions generate-workflow \
  --analyze-codebase \
  --detect-languages \
  --create-optimal-pipeline

常用命令

# Optimize existing workflow
npx ruv-swarm actions optimize \
  --workflow ".github/workflows/ci.yml" \
  --suggest-parallelization

# Analyze failed runs
gh run view <run-id> --json jobs,conclusion | \
  npx ruv-swarm actions analyze-failure \
    --suggest-fixes

1. gh-coordinator

GitHub 工作流编排与协调

• 协调模式：分层
• 最大并行操作数：10
• 批处理优化：是
• 适用场景：复杂的 GitHub 工作流、多仓库协调

# Usage example
npx claude-flow@alpha github gh-coordinator \
  "Coordinate multi-repo release across 5 repositories"

2. pr-manager

拉取请求管理与评审协调

• 评审模式：自动化
• 多评审者：是
• 冲突解决：智能

# Create PR with automated review
gh pr create --title "Feature: New capability" \
  --body "Automated PR with swarm review" | \
  npx ruv-swarm actions pr-validate \
    --spawn-agents "linter,tester,security,docs"

3. issue-tracker

Issue 管理与项目协调

• Issue 工作流：自动化
• 标签管理：智能
• 进度跟踪：实时

# Create coordinated issue workflow
npx claude-flow@alpha github issue-tracker \
  "Manage sprint issues with automated tracking"

4. release-manager

发布协调与部署

• 发布流水线：自动化
• 版本管理：语义化
• 部署：多阶段

# Automated release management
npx claude-flow@alpha github release-manager \
  "Create v2.0.0 release with changelog and deployment"

5. repo-architect

仓库结构与组织

• 结构优化：是
• 多仓库支持：是
• 模板管理：高级

# Optimize repository structure
npx claude-flow@alpha github repo-architect \
  "Restructure monorepo with optimal organization"

6. code-reviewer

自动化代码评审与质量保障

• 评审质量：深入
• 安全分析：是
• 性能检查：自动化

# Automated code review
gh pr view 123 --json files | \
  npx ruv-swarm actions pr-validate \
    --deep-review \
    --security-scan

7. ci-orchestrator

CI/CD 流水线协调

• 流水线管理：高级
• 测试协调：并行
• 部署：自动化

# Orchestrate CI/CD pipeline
npx claude-flow@alpha github ci-orchestrator \
  "Setup parallel test execution with smart caching"

8. security-guardian

安全与合规管理

• 安全扫描：自动化
• 合规检查：持续
• 漏洞管理：主动

# Security audit
npx ruv-swarm actions security \
  --deep-scan \
  --compliance-check \
  --create-issues

1. 集群驱动的智能 CI

# .github/workflows/swarm-ci.yml
name: Intelligent CI with Swarms
on: [push, pull_request]

jobs:
  swarm-analysis:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v3

      - name: Initialize Swarm
        uses: ruvnet/swarm-action@v1
        with:
          topology: mesh
          max-agents: 6

      - name: Analyze Changes
        run: |
          npx ruv-swarm actions analyze \
            --commit ${{ github.sha }} \
            --suggest-tests \
            --optimize-pipeline

2. 多语言检测

# .github/workflows/polyglot-swarm.yml
name: Polyglot Project Handler
on: push

jobs:
  detect-and-build:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v3

      - name: Detect Languages
        id: detect
        run: |
          npx ruv-swarm actions detect-stack \
            --output json > stack.json

      - name: Dynamic Build Matrix
        run: |
          npx ruv-swarm actions create-matrix \
            --from stack.json \
            --parallel-builds

3. 自适应安全扫描

# .github/workflows/security-swarm.yml
name: Intelligent Security Scan
on:
  schedule:
    - cron: '0 0 * * *'
  workflow_dispatch:

jobs:
  security-swarm:
    runs-on: ubuntu-latest
    steps:
      - name: Security Analysis Swarm
        run: |
          SECURITY_ISSUES=$(npx ruv-swarm actions security \
            --deep-scan \
            --format json)

          echo "$SECURITY_ISSUES" | jq -r '.issues[]? | @base64' | while read -r issue; do
            _jq() {
              echo ${issue} | base64 --decode | jq -r ${1}
            }
            gh issue create \
              --title "$(_jq '.title')" \
              --body "$(_jq '.body')" \
              --label "security,critical"
          done

4. 自我修复流水线

# .github/workflows/self-healing.yml
name: Self-Healing Pipeline
on: workflow_run

jobs:
  heal-pipeline:
    if: ${{ github.event.workflow_run.conclusion == 'failure' }}
    runs-on: ubuntu-latest
    steps:
      - name: Diagnose and Fix
        run: |
          npx ruv-swarm actions self-heal \
            --run-id ${{ github.event.workflow_run.id }} \
            --auto-fix-common \
            --create-pr-complex

5. 渐进式部署

# .github/workflows/smart-deployment.yml
name: Smart Deployment
on:
  push:
    branches: [main]

jobs:
  progressive-deploy:
    runs-on: ubuntu-latest
    steps:
      - name: Analyze Risk
        id: risk
        run: |
          npx ruv-swarm actions deploy-risk \
            --changes ${{ github.sha }} \
            --history 30d

      - name: Choose Strategy
        run: |
          npx ruv-swarm actions deploy-strategy \
            --risk ${{ steps.risk.outputs.level }} \
            --auto-execute

6. 性能回归检测

# .github/workflows/performance-guard.yml
name: Performance Guard
on: pull_request

jobs:
  perf-swarm:
    runs-on: ubuntu-latest
    steps:
      - name: Performance Analysis
        run: |
          npx ruv-swarm actions perf-test \
            --baseline main \
            --threshold 10% \
            --auto-profile-regression

7. PR 验证集群

# .github/workflows/pr-validation.yml
name: PR Validation Swarm
on: pull_request

jobs:
  validate:
    runs-on: ubuntu-latest
    steps:
      - name: Multi-Agent Validation
        run: |
          PR_DATA=$(gh pr view ${{ github.event.pull_request.number }} --json files,labels)

          RESULTS=$(npx ruv-swarm actions pr-validate \
            --spawn-agents "linter,tester,security,docs" \
            --parallel \
            --pr-data "$PR_DATA")

          gh pr comment ${{ github.event.pull_request.number }} \
            --body "$RESULTS"

8. 智能发布

# .github/workflows/intelligent-release.yml
name: Intelligent Release
on:
  push:
    tags: ['v*']

jobs:
  release:
    runs-on: ubuntu-latest
    steps:
      - name: Release Swarm
        run: |
          npx ruv-swarm actions release \
            --analyze-changes \
            --generate-notes \
            --create-artifacts \
            --publish-smart

工作流分析

# Analyze workflow performance
npx ruv-swarm actions analytics \
  --workflow "ci.yml" \
  --period 30d \
  --identify-bottlenecks \
  --suggest-improvements

成本优化

# Optimize GitHub Actions costs
npx ruv-swarm actions cost-optimize \
  --analyze-usage \
  --suggest-caching \
  --recommend-self-hosted

失败模式分析

# Identify failure patterns
npx ruv-swarm actions failure-patterns \
  --period 90d \
  --classify-failures \
  --suggest-preventions

资源管理

# Optimize resource usage
npx ruv-swarm actions resources \
  --analyze-usage \
  --suggest-runners \
  --cost-optimize

智能测试选择

# Automatically select relevant tests
- name: Swarm Test Selection
  run: |
    npx ruv-swarm actions smart-test \
      --changed-files ${{ steps.files.outputs.all }} \
      --impact-analysis \
      --parallel-safe

动态测试矩阵

# Generate test matrix from code analysis
jobs:
  generate-matrix:
    outputs:
      matrix: ${{ steps.set-matrix.outputs.matrix }}
    steps:
      - id: set-matrix
        run: |
          MATRIX=$(npx ruv-swarm actions test-matrix \
            --detect-frameworks \
            --optimize-coverage)
          echo "matrix=${MATRIX}" >> $GITHUB_OUTPUT

  test:
    needs: generate-matrix
    strategy:
      matrix: ${{fromJson(needs.generate-matrix.outputs.matrix)}}

智能并行化

# Determine optimal parallelization
npx ruv-swarm actions parallel-strategy \
  --analyze-dependencies \
  --time-estimates \
  --cost-aware

预测失败

# Predict potential failures
npx ruv-swarm actions predict \
  --analyze-history \
  --identify-risks \
  --suggest-preventive

工作流建议

# Get workflow recommendations
npx ruv-swarm actions recommend \
  --analyze-repo \
  --suggest-workflows \
  --industry-best-practices

自动化优化

# Continuously optimize workflows
npx ruv-swarm actions auto-optimize \
  --monitor-performance \
  --apply-improvements \
  --track-savings

自定义集群 Action 模板

// action.yml
name: 'Swarm Custom Action'
description: 'Custom swarm-powered action'
inputs:
  task:
    description: 'Task for swarm'
    required: true
runs:
  using: 'node16'
  main: 'dist/index.js'

// index.js
const { SwarmAction } = require('ruv-swarm');

async function run() {
  const swarm = new SwarmAction({
    topology: 'mesh',
    agents: ['analyzer', 'optimizer']
  });

  await swarm.execute(core.getInput('task'));
}

run().catch(error => core.setFailed(error.message));

初始化 GitHub 集群

// Step 1: Initialize swarm coordination
mcp__claude-flow__swarm_init {
  topology: "hierarchical",
  maxAgents: 8
}

// Step 2: Spawn specialized agents
mcp__claude-flow__agent_spawn { type: "coordinator", name: "GitHub Coordinator" }
mcp__claude-flow__agent_spawn { type: "reviewer", name: "Code Reviewer" }
mcp__claude-flow__agent_spawn { type: "tester", name: "QA Agent" }
mcp__claude-flow__agent_spawn { type: "analyst", name: "Security Analyst" }

// Step 3: Orchestrate GitHub workflow
mcp__claude-flow__task_orchestrate {
  task: "Complete PR review and merge workflow",
  strategy: "parallel",
  priority: "high"
}

GitHub Hooks 集成

# Pre-task: Setup GitHub context
npx claude-flow@alpha hooks pre-task \
  --description "PR review workflow" \
  --context "pr-123"

# During task: Track progress
npx claude-flow@alpha hooks notify \
  --message "Completed security scan" \
  --type "github-action"

# Post-task: Export results
npx claude-flow@alpha hooks post-task \
  --task-id "pr-review-123" \
  --export-github-summary

并行 GitHub CLI 命令

// Single message with all GitHub operations
[Concurrent Execution]:
  Bash("gh issue create --title 'Feature A' --body 'Description A' --label 'enhancement'")
  Bash("gh issue create --title 'Feature B' --body 'Description B' --label 'enhancement'")
  Bash("gh pr create --title 'PR 1' --head 'feature-a' --base 'main'")
  Bash("gh pr create --title 'PR 2' --head 'feature-b' --base 'main'")
  Bash("gh pr checks 123 --watch")
  TodoWrite { todos: [
    {content: "Review security scan results", status: "pending"},
    {content: "Merge approved PRs", status: "pending"},
    {content: "Update changelog", status: "pending"}
  ]}

1. 使用可复用工作流

# .github/workflows/reusable-swarm.yml
name: Reusable Swarm Workflow
on:
  workflow_call:
    inputs:
      topology:
        required: true
        type: string

jobs:
  swarm-task:
    runs-on: ubuntu-latest
    steps:
      - name: Initialize Swarm
        run: |
          npx ruv-swarm init --topology ${{ inputs.topology }}

2. 实施恰当的缓存

- name: Cache Swarm Dependencies
  uses: actions/cache@v3
  with:
    path: ~/.npm
    key: ${{ runner.os }}-swarm-${{ hashFiles('**/package-lock.json') }}

3. 设置合适的超时时间

jobs:
  swarm-task:
    timeout-minutes: 30
    steps:
      - name: Swarm Operation
        timeout-minutes: 10

4. 使用工作流依赖项

jobs:
  setup:
    runs-on: ubuntu-latest

  test:
    needs: setup
    runs-on: ubuntu-latest

  deploy:
    needs: [setup, test]
    runs-on: ubuntu-latest

1. 安全存储配置

- name: Setup Swarm
  env:
    SWARM_CONFIG: ${{ secrets.SWARM_CONFIG }}
    API_KEY: ${{ secrets.API_KEY }}
  run: |
    npx ruv-swarm init --config "$SWARM_CONFIG"

2. 使用 OIDC 身份验证

permissions:
  id-token: write
  contents: read

- name: Configure AWS Credentials
  uses: aws-actions/configure-aws-credentials@v2
  with:
    role-to-assume: arn:aws:iam::123456789012:role/GitHubAction
    aws-region: us-east-1

3. 实施最小权限原则

permissions:
  contents: read
  pull-requests: write
  issues: write

4. 审计 Swarm 操作

- name: Audit Swarm Actions
  run: |
    npx ruv-swarm actions audit \
      --export-logs \
      --compliance-report

1. 缓存 Swarm 依赖项

- uses: actions/cache@v3
  with:
    path: |
      ~/.npm
      node_modules
    key: ${{ runner.os }}-swarm-${{ hashFiles('**/package-lock.json') }}

2. 使用合适规格的运行器

jobs:
  heavy-task:
    runs-on: ubuntu-latest-4-cores
    steps:
      - name: Intensive Swarm Operation

3. 实施提前终止

- name: Quick Fail Check
  run: |
    if ! npx ruv-swarm actions pre-check; then
      echo "Pre-check failed, terminating early"
      exit 1
    fi

4. 优化并行执行

strategy:
  matrix:
    include:
      - runner: ubuntu-latest
        task: test
      - runner: ubuntu-latest
        task: lint
      - runner: ubuntu-latest
        task: security
  max-parallel: 3

调试模式

- name: Debug Swarm
  run: |
    npx ruv-swarm actions debug \
      --verbose \
      --trace-agents \
      --export-logs
  env:
    ACTIONS_STEP_DEBUG: true

性能分析

# Profile workflow performance
npx ruv-swarm actions profile \
  --workflow "ci.yml" \
  --identify-slow-steps \
  --suggest-optimizations

故障分析

# Analyze failed runs
gh run view <run-id> --json jobs,conclusion | \
  npx ruv-swarm actions analyze-failure \
    --suggest-fixes \
    --auto-retry-flaky

日志分析

# Download and analyze logs
gh run download <run-id>
npx ruv-swarm actions analyze-logs \
  --directory ./logs \
  --identify-errors

示例 1：全栈应用 CI/CD

name: Full-Stack CI/CD with Swarms
on:
  push:
    branches: [main, develop]
  pull_request:

jobs:
  initialize:
    runs-on: ubuntu-latest
    outputs:
      swarm-id: ${{ steps.init.outputs.swarm-id }}
    steps:
      - id: init
        run: |
          SWARM_ID=$(npx ruv-swarm init --topology mesh --output json | jq -r '.id')
          echo "swarm-id=${SWARM_ID}" >> $GITHUB_OUTPUT

  backend:
    needs: initialize
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v3
      - name: Backend Tests
        run: |
          npx ruv-swarm agents spawn --type tester \
            --task "Run backend test suite" \
            --swarm-id ${{ needs.initialize.outputs.swarm-id }}

  frontend:
    needs: initialize
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v3
      - name: Frontend Tests
        run: |
          npx ruv-swarm agents spawn --type tester \
            --task "Run frontend test suite" \
            --swarm-id ${{ needs.initialize.outputs.swarm-id }}

  security:
    needs: initialize
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v3
      - name: Security Scan
        run: |
          npx ruv-swarm agents spawn --type security \
            --task "Security audit" \
            --swarm-id ${{ needs.initialize.outputs.swarm-id }}

  deploy:
    needs: [backend, frontend, security]
    if: github.ref == 'refs/heads/main'
    runs-on: ubuntu-latest
    steps:
      - name: Deploy
        run: |
          npx ruv-swarm actions deploy \
            --strategy progressive \
            --swarm-id ${{ needs.initialize.outputs.swarm-id }}

示例 2：单体仓库管理

name: Monorepo Coordination
on: push

jobs:
  detect-changes:
    runs-on: ubuntu-latest
    outputs:
      packages: ${{ steps.detect.outputs.packages }}
    steps:
      - uses: actions/checkout@v3
        with:
          fetch-depth: 0

      - id: detect
        run: |
          PACKAGES=$(npx ruv-swarm actions detect-changes \
            --monorepo \
            --output json)
          echo "packages=${PACKAGES}" >> $GITHUB_OUTPUT

  build-packages:
    needs: detect-changes
    runs-on: ubuntu-latest
    strategy:
      matrix:
        package: ${{ fromJson(needs.detect-changes.outputs.packages) }}
    steps:
      - name: Build Package
        run: |
          npx ruv-swarm actions build \
            --package ${{ matrix.package }} \
            --parallel-deps

示例 3：多仓库同步

# Synchronize multiple repositories
npx claude-flow@alpha github sync-coordinator \
  "Synchronize version updates across:
   - github.com/org/repo-a
   - github.com/org/repo-b
   - github.com/org/repo-c

   Update dependencies, align versions, create PRs"

工作流生成

npx ruv-swarm actions generate-workflow [options]
  --analyze-codebase       Analyze repository structure
  --detect-languages       Detect programming languages
  --create-optimal-pipeline Generate optimized workflow

优化

npx ruv-swarm actions optimize [options]
  --workflow <path>        Path to workflow file
  --suggest-parallelization Suggest parallel execution
  --reduce-redundancy      Remove redundant steps
  --estimate-savings       Estimate time/cost savings

分析

npx ruv-swarm actions analyze [options]
  --commit <sha>           Analyze specific commit
  --suggest-tests          Suggest test improvements
  --optimize-pipeline      Optimize pipeline structure

测试

npx ruv-swarm actions smart-test [options]
  --changed-files <files>  Files that changed
  --impact-analysis        Analyze test impact
  --parallel-safe          Only parallel-safe tests

安全

npx ruv-swarm actions security [options]
  --deep-scan             Deep security analysis
  --format <format>       Output format (json/text)
  --create-issues         Auto-create GitHub issues

部署

npx ruv-swarm actions deploy [options]
  --strategy <type>       Deployment strategy
  --risk <level>          Risk assessment level
  --auto-execute          Execute automatically

监控

npx ruv-swarm actions analytics [options]
  --workflow <name>       Workflow to analyze
  --period <duration>     Analysis period
  --identify-bottlenecks  Find bottlenecks
  --suggest-improvements  Improvement suggestions

• 已安装并完成身份验证的 GitHub CLI（gh）
• Git 已配置用户凭据
• 已安装 Node.js v16+
• claude-flow@alpha 软件包可用
• 仓库中有 .github/workflows 目录
• 已在仓库中启用 GitHub Actions
• 已配置必要的机密
• 已验证运行器权限

快速设置脚本

#!/bin/bash
# setup-github-automation.sh

# Install dependencies
npm install -g claude-flow@alpha

# Verify GitHub CLI
gh auth status || gh auth login

# Create workflow directory
mkdir -p .github/workflows

# Generate initial workflow
npx ruv-swarm actions generate-workflow \
  --analyze-codebase \
  --create-optimal-pipeline > .github/workflows/ci.yml

echo "✅ GitHub workflow automation setup complete"