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.claude/skills/shadd0wtaka-cicd-pipeline-skill/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-03 | ✗→✓ | ▲ Improved | -6% | 0% |
| case-06 | ✗→✓ | ▲ Improved | -8% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 16% | 0% |
| case-14 | ✗→✓ | ▲ Improved | 50% | 0% |
| case-15 | ✗→✓ | ▲ Improved | -10% | 0% |
Workflows für GitHub Actions, GitLab CI, automatisierte Builds, Tests, Deployments.
yaml# .github/workflows/ci.yml name: CI on: [push, pull_request] jobs: test: runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 - uses: actions/setup-node@v4 with: {node-version: 20} - run: npm ci - run: npm test - run: npm run build docker: needs: [test] runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 - run: docker build -t app:${{ github.sha }} . - run: echo ${{ secrets.REGISTRY_PASS }} | docker login -u ${{ secrets.REGISTRY_USER }} --password-stdin - run: docker push app:${{ github.sha }}
yaml- uses: docker/setup-qemu-action@v3 - uses: docker/setup-buildx-action@v3 - run: | docker buildx build --platform linux/amd64,linux/arm64 \ -t app:latest --push .
yaml# .gitlab-ci.yml stages: [test, build, deploy] variables: DOCKER_IMAGE: $CI_REGISTRY_IMAGE:$CI_COMMIT_SHORT_SHA test: stage: test image: node:20 script: - npm ci - npm test - npm run lint build: stage: build image: docker:27 services: [docker:27-dind] script: - docker build -t $DOCKER_IMAGE . - docker push $DOCKER_IMAGE
bash# Conventional Commits Auto-Version VERSION=$(git describe --tags --abbrev=0 2>/dev/null || echo "0.0.0") MAJOR=$(echo $VERSION | cut -d. -f1) MINOR=$(echo $VERSION | cut -d. -f2) PATCH=$(echo $VERSION | cut -d. -f3) if git log "$VERSION..HEAD" --grep="BREAKING" | grep .; then echo "$((MAJOR+1)).0.0" elif git log "$VERSION..HEAD" --grep="feat:" | grep .; then echo "$MAJOR.$((MINOR+1)).0" else echo "$MAJOR.$MINOR.$((PATCH+1))" fi
bash# Blue-Green kubectl apply -f deployment-green.yaml kubectl wait --for=condition=ready pod -l app=myapp,version=green kubectl patch service myapp -p '{"spec":{"selector":{"version":"green"}}}' kubectl delete deployment myapp-v1 # old # Canary (10% traffic) kubectl set image deployment/myapp app=myapp:v2 kubectl scale deployment myapp --replicas=1 # canary kubectl scale deployment myapp-v1 --replicas=9
bash# SonarQube sonar-scanner -Dsonar.projectKey=myapp -Dsonar.qualitygate.wait=true # Code Coverage npm test -- --coverage --coverageThreshold='{"global":{"lines":80}}' # Security Scan trivy image myapp:latest --severity CRITICAL,HIGH --exit-code 1
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-04 | pass→pass | 16,067 | 13,936 | -13% | 1 | 1 | 0% | 2,829 | 3,359 | +19% | 0 | 0 | — |
case-01 | fail→fail | 13,800 | 7,565 | -45% | 1 | 1 | 0% | 2,669 | 2,335 | -13% | 0 | 0 | — |
case-02 | fail→fail | 17,293 | 14,353 | -17% | 1 | 1 | 0% | 3,378 | 3,770 | +12% | 0 | 0 | — |
case-03 | fail→pass | 12,304 | 6,209 | -50% | 1 | 1 | 0% | 2,242 | 2,111 | -6% | 0 | 0 | — |
case-05 | fail→fail | 16,250 | 12,141 | -25% | 1 | 1 | 0% | 2,966 | 3,140 | +6% | 0 | 0 | — |
case-06 | fail→pass | 9,476 | 4,052 | -57% | 1 | 1 | 0% | 1,683 | 1,546 | -8% | 0 | 0 | — |
case-07 | fail→pass | 11,858 | 8,100 | -32% | 1 | 1 | 0% | 2,037 | 2,370 | +16% | 0 | 0 | — |
case-08 | pass→pass | 2,229 | 1,727 | -23% | 1 | 1 | 0% | 326 | 1,100 | +237% | 0 | 0 | — |
case-09 | fail→fail | 14,249 | 11,316 | -21% | 1 | 1 | 0% | 2,376 | 2,790 | +17% | 0 | 0 | — |
case-10 | pass→pass | 10,041 | 7,794 | -22% | 1 | 1 | 0% | 1,834 | 2,287 | +25% | 0 | 0 | — |
case-11 | pass→pass | 5,500 | 4,053 | -26% | 1 | 1 | 0% | 967 | 1,465 | +51% | 0 | 0 | — |
case-12 | pass→pass | 14,551 | 5,121 | -65% | 1 | 1 | 0% | 2,369 | 1,666 | -30% | 0 | 0 | — |
case-13 | pass→pass | 11,782 | 6,947 | -41% | 1 | 1 | 0% | 1,959 | 2,023 | +3% | 0 | 0 | — |
case-23 | fail→fail | 13,901 | 11,732 | -16% | 1 | 1 | 0% | 2,770 | 3,204 | +16% | 0 | 0 | — |
case-14 | fail→pass | 7,035 | 6,435 | -9% | 1 | 1 | 0% | 1,283 | 1,920 | +50% | 0 | 0 | — |
case-15 | fail→pass | 8,958 | 3,288 | -63% | 1 | 1 | 0% | 1,491 | 1,341 | -10% | 0 | 0 | — |
case-16 | pass→fail | 11,901 | 3,515 | -70% | 1 | 1 | 0% | 2,068 | 1,427 | -31% | 0 | 0 | — |
case-17 | pass→pass | 8,286 | 2,782 | -66% | 1 | 1 | 0% | 1,306 | 1,294 | -1% | 0 | 0 | — |
case-18 | pass→pass | 3,911 | 3,025 | -23% | 1 | 1 | 0% | 532 | 1,315 | +147% | 0 | 0 | — |
case-19 | pass→pass | 3,142 | 2,175 | -31% | 1 | 1 | 0% | 555 | 1,200 | +116% | 0 | 0 | — |
case-20 | pass→pass | 12,909 | 8,204 | -36% | 1 | 1 | 0% | 2,454 | 2,343 | -5% | 0 | 0 | — |
case-21 | fail→pass | 10,981 | 9,401 | -14% | 1 | 1 | 0% | 1,819 | 2,276 | +25% | 0 | 0 | — |
case-22 | fail→fail | 8,611 | 4,949 | -43% | 1 | 1 | 0% | 1,495 | 1,766 | +18% | 0 | 0 | — |
case-24 | fail→fail | 14,009 | 11,082 | -21% | 1 | 1 | 0% | 2,894 | 3,259 | +13% | 0 | 0 | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 24 cases were attempted. The headline lift of +21 percentage points is the difference between those two pass rates over the 24 comparable cases. 2 cases got worse with the skill loaded, and they are included in that figure.
Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.
Other measured skills in the registry, with their headline benchmark lift.