OpenClawとCI/CD連携 - 開発ワークフロー自動化の実践ガイド【2026年版】

Tech Trends AI

2026年2月12日 - 6 minutes read - 1148 words

はじめに

モダンな開発環境において、継続的インテグレーション・継続的デプロイメント（CI/CD）は必須の要素となっています。OpenClawをCI/CDパイプラインに組み込むことで、AI駆動型の自動化された開発ワークフローを実現できます。

本記事では、OpenClawとCI/CD連携の実践的な手法について詳しく解説します。

OpenClawとCI/CD連携のメリット

1. 自動化レベルの向上

# GitHub Actions with OpenClaw
name: OpenClaw CI/CD Pipeline
on:
  push:
    branches: [main, develop]
  pull_request:
    branches: [main]

jobs:
  openclaw-analysis:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - name: OpenClaw Code Analysis
        run: |
          openclaw analyze --path . --output report.json
          openclaw optimize --suggestions --auto-apply

2. 品質保証の強化

OpenClawによる自動コードレビューと品質チェック：

# OpenClawコード品質チェック
openclaw quality-check \
  --threshold 8.5 \
  --metrics complexity,maintainability,security \
  --fail-on-warning

GitHub Actionsとの連携

基本的なワークフロー設定

# .github/workflows/openclaw-ci.yml
name: OpenClaw Integration

on:
  workflow_dispatch:
  push:
    paths:
      - 'src/**'
      - '*.py'
      - '*.js'

env:
  OPENCLAW_API_KEY: ${{ secrets.OPENCLAW_API_KEY }}
  NODE_VERSION: '20'

jobs:
  pre-commit-analysis:
    name: Pre-commit Analysis
    runs-on: ubuntu-latest

    steps:
      - name: Checkout Repository
        uses: actions/checkout@v4
        with:
          fetch-depth: 0

      - name: Setup OpenClaw Environment
        uses: ./.github/actions/setup-openclaw
        with:
          version: 'latest'

      - name: Run OpenClaw Analysis
        id: analysis
        run: |
          openclaw scan \
            --format github-actions \
            --output analysis-results.json \
            --include-suggestions          

      - name: Generate Report
        run: |
          openclaw report \
            --input analysis-results.json \
            --format markdown \
            --output openclaw-report.md          

      - name: Upload Analysis Results
        uses: actions/upload-artifact@v4
        with:
          name: openclaw-analysis
          path: |
            analysis-results.json
            openclaw-report.md            

  automated-optimization:
    name: Automated Code Optimization
    needs: pre-commit-analysis
    runs-on: ubuntu-latest
    if: github.event_name == 'push'

    steps:
      - name: Download Analysis Results
        uses: actions/download-artifact@v4
        with:
          name: openclaw-analysis

      - name: Apply Optimizations
        run: |
          openclaw optimize \
            --input analysis-results.json \
            --auto-apply \
            --safe-only          

      - name: Create Pull Request
        if: steps.optimization.outputs.changes == 'true'
        uses: peter-evans/create-pull-request@v5
        with:
          title: 'OpenClaw: Automated Code Optimizations'
          body: |
            ## OpenClaw Automated Optimizations

            This PR contains automated optimizations suggested by OpenClaw:

            - Performance improvements
            - Code style fixes
            - Security enhancements

            Review the changes and merge if appropriate.            
          branch: openclaw/optimizations

カスタムアクション作成

# .github/actions/setup-openclaw/action.yml
name: 'Setup OpenClaw'
description: 'Setup OpenClaw environment for CI/CD'

inputs:
  version:
    description: 'OpenClaw version'
    required: false
    default: 'latest'
  config-path:
    description: 'Path to OpenClaw config'
    required: false
    default: '.openclaw.yml'

runs:
  using: 'composite'
  steps:
    - name: Install OpenClaw
      shell: bash
      run: |
        curl -fsSL https://install.openclaw.ai/install.sh | sh
        openclaw version        

    - name: Configure OpenClaw
      shell: bash
      run: |
        openclaw config set \
          --api-key "${{ inputs.api-key }}" \
          --config "${{ inputs.config-path }}"

Jenkinsパイプライン統合

Jenkinsfile設定

pipeline {
    agent any

    environment {
        OPENCLAW_API_KEY = credentials('openclaw-api-key')
        DOCKER_REGISTRY = 'your-registry.com'
        IMAGE_NAME = 'your-app'
    }

    stages {
        stage('Checkout') {
            steps {
                checkout scm
                script {
                    env.GIT_COMMIT_SHORT = sh(
                        script: 'git rev-parse --short HEAD',
                        returnStdout: true
                    ).trim()
                }
            }
        }

        stage('OpenClaw Analysis') {
            steps {
                script {
                    sh '''
                        openclaw analyze \
                          --path . \
                          --output analysis.json \
                          --format jenkins
                    '''

                    def analysisResults = readJSON file: 'analysis.json'

                    if (analysisResults.quality_score < 7.0) {
                        error("Code quality below threshold: ${analysisResults.quality_score}")
                    }

                    // Set build description
                    currentBuild.description = "Quality Score: ${analysisResults.quality_score}"
                }
            }
        }

        stage('Build and Test') {
            parallel {
                stage('Build Application') {
                    steps {
                        sh '''
                            docker build \
                              -t ${DOCKER_REGISTRY}/${IMAGE_NAME}:${GIT_COMMIT_SHORT} \
                              --build-arg OPENCLAW_OPTIMIZED=true \
                              .
                        '''
                    }
                }

                stage('OpenClaw Testing') {
                    steps {
                        sh '''
                            openclaw test \
                              --coverage \
                              --performance \
                              --security-scan
                        '''

                        publishHTML([
                            allowMissing: false,
                            alwaysLinkToLastBuild: true,
                            keepAll: true,
                            reportDir: 'openclaw-reports',
                            reportFiles: 'index.html',
                            reportName: 'OpenClaw Test Report'
                        ])
                    }
                }
            }
        }

        stage('Deploy to Staging') {
            when {
                branch 'develop'
            }
            steps {
                script {
                    sh '''
                        openclaw deploy \
                          --environment staging \
                          --image ${DOCKER_REGISTRY}/${IMAGE_NAME}:${GIT_COMMIT_SHORT} \
                          --health-check
                    '''

                    // Post-deployment validation
                    sh '''
                        openclaw validate \
                          --endpoint https://staging.yourapp.com \
                          --performance-test \
                          --timeout 300
                    '''
                }
            }
        }

        stage('Production Deploy') {
            when {
                branch 'main'
            }
            steps {
                script {
                    // Manual approval for production
                    input message: 'Deploy to Production?',
                          parameters: [
                              choice(choices: ['Deploy', 'Cancel'],
                                     description: 'Proceed with production deployment?',
                                     name: 'ACTION')
                          ]

                    sh '''
                        openclaw deploy \
                          --environment production \
                          --image ${DOCKER_REGISTRY}/${IMAGE_NAME}:${GIT_COMMIT_SHORT} \
                          --rolling-update \
                          --health-check
                    '''
                }
            }
        }
    }

    post {
        always {
            archiveArtifacts artifacts: 'openclaw-reports/**/*', fingerprint: true
            publishTestResults testResultsPattern: 'openclaw-reports/junit/*.xml'
        }

        failure {
            script {
                sh '''
                    openclaw notify \
                      --channel slack \
                      --webhook "${SLACK_WEBHOOK}" \
                      --message "Build failed: ${BUILD_URL}"
                '''
            }
        }

        success {
            script {
                sh '''
                    openclaw analytics \
                      --build-success \
                      --duration ${BUILD_DURATION} \
                      --quality-score ${QUALITY_SCORE}
                '''
            }
        }
    }
}

Docker統合パターン

マルチステージDockerfile

# Dockerfile with OpenClaw integration
FROM node:20-alpine AS openclaw-analyzer
WORKDIR /app
COPY package*.json ./
RUN npm ci --only=production

# OpenClaw analysis stage
COPY . .
RUN npx openclaw analyze --output analysis.json
RUN npx openclaw optimize --apply --safe-only

FROM node:20-alpine AS builder
WORKDIR /app

# Copy optimized code from analyzer stage
COPY --from=openclaw-analyzer /app .

RUN npm run build
RUN npm run test

FROM nginx:alpine AS production
COPY --from=builder /app/dist /usr/share/nginx/html
COPY nginx.conf /etc/nginx/nginx.conf

# Add OpenClaw monitoring
RUN apk add --no-cache curl
HEALTHCHECK --interval=30s --timeout=10s --start-period=5s --retries=3 \
  CMD curl -f http://localhost/health || exit 1

EXPOSE 80

Docker Composeでの開発環境

# docker-compose.development.yml
version: '3.8'

services:
  app:
    build:
      context: .
      dockerfile: Dockerfile.dev
      args:
        - OPENCLAW_ENABLED=true
    volumes:
      - ./src:/app/src
      - openclaw-cache:/app/.openclaw
    environment:
      - OPENCLAW_API_KEY=${OPENCLAW_API_KEY}
      - NODE_ENV=development
    ports:
      - "3000:3000"
    depends_on:
      - openclaw-server

  openclaw-server:
    image: openclaw/server:latest
    environment:
      - REDIS_URL=redis://redis:6379
      - POSTGRES_URL=postgresql://postgres:password@postgres:5432/openclaw
    ports:
      - "8080:8080"
    depends_on:
      - redis
      - postgres

  redis:
    image: redis:7-alpine
    ports:
      - "6379:6379"

  postgres:
    image: postgres:15
    environment:
      - POSTGRES_DB=openclaw
      - POSTGRES_USER=postgres
      - POSTGRES_PASSWORD=password
    volumes:
      - postgres_data:/var/lib/postgresql/data

  openclaw-dashboard:
    image: openclaw/dashboard:latest
    ports:
      - "9000:9000"
    environment:
      - OPENCLAW_API_URL=http://openclaw-server:8080
    depends_on:
      - openclaw-server

volumes:
  openclaw-cache:
  postgres_data:

設定ファイルとベストプラクティス

OpenClaw CI/CD設定

# .openclaw-ci.yml
version: "1.0"

analysis:
  enabled: true
  parallel: true
  cache: true

  rules:
    - performance
    - security
    - maintainability
    - style

  thresholds:
    quality_score: 7.5
    security_score: 8.0
    performance_score: 7.0

optimization:
  auto_apply: false
  safe_only: true

  categories:
    - imports
    - unused_variables
    - performance
    - style

testing:
  enabled: true
  coverage_threshold: 80
  performance_budget:
    bundle_size: "500KB"
    load_time: "2s"

deployment:
  stages:
    staging:
      health_check: true
      rollback_on_failure: true
      timeout: 300

    production:
      approval_required: true
      canary_deployment: true
      rollback_on_failure: true
      timeout: 600

notifications:
  slack:
    webhook_url: "${SLACK_WEBHOOK_URL}"
    channels:
      - "#dev-alerts"
      - "#deployments"

  email:
    enabled: true
    recipients:
      - "dev-team@company.com"

monitoring:
  metrics:
    - build_duration
    - quality_scores
    - deployment_frequency
    - failure_rate

  dashboard_url: "https://openclaw.company.com/dashboard"

環境変数管理

# .env.ci
OPENCLAW_API_KEY=your_api_key_here
OPENCLAW_ORG_ID=your_organization_id
OPENCLAW_PROJECT_ID=your_project_id

# GitHub Actions Secrets
OPENCLAW_API_KEY
SLACK_WEBHOOK_URL
DOCKER_REGISTRY_TOKEN
STAGING_DEPLOY_KEY
PRODUCTION_DEPLOY_KEY

# Jenkins Credentials
openclaw-api-key
slack-webhook
docker-registry-credentials

監視とログ設定

Prometheusメトリクス統合

# prometheus-config.yml
global:
  scrape_interval: 15s

scrape_configs:
  - job_name: 'openclaw-ci'
    static_configs:
      - targets: ['localhost:9090']
    metrics_path: /api/metrics
    headers:
      Authorization: ['Bearer ${OPENCLAW_API_KEY}']

  - job_name: 'github-actions'
    github_sd_configs:
      - api_url: https://api.github.com
        repositories:
          - your-org/your-repo
        bearer_token: ${GITHUB_TOKEN}

rule_files:
  - "openclaw_rules.yml"

alerting:
  alertmanagers:
    - static_configs:
        - targets:
          - alertmanager:9093

Grafanaダッシュボード

{
  "dashboard": {
    "title": "OpenClaw CI/CD Metrics",
    "panels": [
      {
        "title": "Build Success Rate",
        "type": "stat",
        "targets": [
          {
            "expr": "rate(openclaw_builds_total{status=\"success\"}[5m]) / rate(openclaw_builds_total[5m])",
            "legendFormat": "Success Rate"
          }
        ]
      },
      {
        "title": "Quality Score Trend",
        "type": "timeseries",
        "targets": [
          {
            "expr": "openclaw_quality_score",
            "legendFormat": "Quality Score"
          }
        ]
      }
    ]
  }
}

トラブルシューティング

一般的な問題と対策

API制限の回避

# レート制限対策
openclaw config set rate_limit.requests_per_minute 30
openclaw config set rate_limit.burst_size 10

メモリ使用量の最適化

# 大規模プロジェクト対応
openclaw analyze --max-memory 4GB --parallel 4

キャッシュ問題の解決

# キャッシュクリア
openclaw cache clear --all
openclaw config reload

セキュリティ考慮事項

APIキー管理

# GitHub Actions Secrets設定
gh secret set OPENCLAW_API_KEY --body "your_api_key"

# Jenkins Credentials設定
jenkins-cli.jar create-credentials-by-xml system::system::jenkins \
  < openclaw-credentials.xml

ネットワークセキュリティ

# Network Policy (Kubernetes)
apiVersion: networking.k8s.io/v1
kind: NetworkPolicy
metadata:
  name: openclaw-ci-policy
spec:
  podSelector:
    matchLabels:
      app: openclaw-ci
  policyTypes:
  - Ingress
  - Egress
  ingress:
  - from:
    - namespaceSelector:
        matchLabels:
          name: ci-cd
    ports:
    - protocol: TCP
      port: 8080
  egress:
  - to:
    - namespaceSelector:
        matchLabels:
          name: openclaw
    ports:
    - protocol: TCP
      port: 443

まとめ

OpenClawとCI/CDの連携により、以下のメリットを得られます：

自動化の向上: コード品質チェックから最適化まで自動実行
品質保証: 継続的な品質監視と改善
効率性: 手動作業の削減と高速なフィードバック
安全性: 段階的デプロイメントとロールバック機能

継続的な改善を行いながら、プロジェクトに最適なCI/CD パイプラインを構築することで、開発チームの生産性を大幅に向上させることができます。

次回は、OpenClawのエンタープライズレベルでの運用について詳しく解説予定です。

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