{"id":"e228b438-636a-4aff-9c4f-56c61b372b0e","shortId":"9WYamK","kind":"skill","title":"create-pipeline","tagline":">-","description":"# Create Pipeline\n\nGenerate Harness v0 Pipeline YAML and optionally push to Harness via MCP.\n\n## Instructions\n\n1. **Analyze codebase** (if source code is available) - Scan the project to auto-detect language, build tools, test frameworks, containerization, deployment manifests, and target infrastructure. Use the detection tables and decision tree in `references/codebase-analysis.md` to determine:\n   - Language and runtime version (package.json → Node.js, go.mod → Go, pom.xml → Java, etc.)\n   - Build commands and base images\n   - Test framework and report format (Jest → JUnit, pytest → JUnit XML, etc.)\n   - Linter and formatter (ESLint, Prettier, Ruff, etc.)\n   - Dockerfile presence and registry type (Docker Hub, ECR, GCR, ACR)\n   - Deployment manifests → Harness service/deployment type (k8s manifests → Kubernetes, Chart.yaml → NativeHelm, task-definition.json → ECS, serverless.yml → ServerlessAwsLambda)\n   - Existing CI/CD configs for migration (GitHub Actions, Jenkins, GitLab CI, etc.)\n2. **Clarify requirements** - Confirm detected settings with the user. **Ask about anything that couldn't be auto-detected** — do not guess or use placeholders. If the user's request is ambiguous, ask before generating YAML. Examples of what to ask when missing:\n   - **Deployment target / infrastructure:** region (e.g. us-east-1), cluster name or ID, account ID (e.g. AWS account for ECR/ECS)\n   - **Registry:** which registry (Docker Hub, ECR, GCR, ACR), registry identifier/URL, repo path\n   - **Cloud provider:** which account, region, and resource identifiers for connectors/infrastructure\n   - **Approval gates, notification channels** if relevant\n   **Critical rule:** Never hardcode placeholder values (e.g. `123456789012`, `us-east-1`, `my-cluster`) for deployment target, region, registry, or cluster when the user did not specify them — ask the user instead. If the user did not specify region, account ID, cluster, or registry (e.g. \"deploys to ECS\" with no region or cluster), ask the user for those values before generating YAML.\n3. **Select native steps** - Always prefer Harness native steps over `Run` or `ShellScript` steps. Consult `references/native-steps.md` for the full mapping. Key rules:\n   - Docker build/push → use `BuildAndPushDockerRegistry` / `BuildAndPushECR` / `BuildAndPushGCR` / `BuildAndPushACR` (never `Run: docker build && docker push`)\n   - K8s deploy → use `K8sRollingDeploy` / `K8sBlueGreenDeploy` / `K8sCanaryDeploy` (never `Run: kubectl apply`)\n   - Helm deploy → use `HelmDeploy` (never `Run: helm upgrade --install`)\n   - ECS deploy → use `EcsRollingDeploy` (never `Run: aws ecs update-service`)\n   - Terraform → use `TerraformPlan` / `TerraformApply` (never `Run: terraform apply`)\n   - Security scanning → use native STO steps (`AquaTrivy`, `Snyk`, `Sonarqube`, `Semgrep`, etc.)\n   - Uploads → use `S3Upload` / `GCSUpload` (never `Run: aws s3 cp`)\n   - Approvals → use `HarnessApproval` / `JiraApproval` (never polling scripts)\n   - Ticketing → use `JiraCreate` / `ServiceNowCreate` (never `Run: curl`)\n   - Use `Run` steps only for custom build/test/lint commands with no native equivalent\n   - **Test steps:** Any Run step that runs unit or integration tests must include a `reports` block (e.g. `type: JUnit`, `spec.paths`) so Harness can capture results; see `references/codebase-analysis.md` for framework → report path.\n4. **Generate valid YAML** following the structure below, using the detected build/test/deploy commands. **Validation rules:** (a) Stage names must match `^[a-zA-Z_0-9-.][-0-9a-zA-Z_\\\\s.]{0,127}$` — use only letters, numbers, spaces, hyphens, underscores, or periods (no commas). (b) Every CI and CD stage must include a `failureStrategies` array (Approval stages do not require one). For CI use `MarkAsFailure` (never `Ignore` — it hides failures); for CD use `StageRollback`.\n5. **Optionally create via MCP** — First verify the project exists (see \"Creating via MCP\" section below), then use `harness_create` with resource_type `pipeline` and `body: { yamlPipeline: \"<YAML string>\" }`\n\n## Pipeline Structure\n\n```yaml\npipeline:\n  identifier: my_pipeline       # ^[a-zA-Z_][0-9a-zA-Z_]{0,127}$\n  name: My Pipeline\n  orgIdentifier: default\n  projectIdentifier: my_project\n  tags: {}\n  properties:\n    ci:\n      codebase:                  # Required for CI stages\n        connectorRef: github_connector\n        repoName: my-repo\n        build:\n          type: branch\n          spec:\n            branch: <+trigger.branch>\n  stages:\n    - stage: ...\n```\n\n## Stage Types\n\n### CI Stage (type: CI)\n\n```yaml\n- stage:\n    identifier: build\n    name: Build\n    type: CI\n    spec:\n      cloneCodebase: true\n      platform:\n        os: Linux\n        arch: Amd64\n      runtime:\n        type: Cloud    # Cloud, Kubernetes, VM, Docker\n        spec: {}\n      execution:\n        steps:\n          - step: ...\n    failureStrategies:\n      - onFailure:\n          errors: [AllErrors]\n          action:\n            type: MarkAsFailure\n```\n\n### CD Stage (type: Deployment)\n\n```yaml\n- stage:\n    identifier: deploy\n    name: Deploy\n    type: Deployment\n    spec:\n      deploymentType: Kubernetes  # Kubernetes, NativeHelm, ECS, ServerlessAwsLambda, Ssh, WinRm, AzureWebApp\n      service:\n        serviceRef: my_service\n      environment:\n        environmentRef: dev\n        infrastructureDefinitions:\n          - identifier: k8s_dev\n      execution:\n        steps:\n          - step: ...\n        rollbackSteps:\n          - step: ...\n    failureStrategies:\n      - onFailure:\n          errors: [AllErrors]\n          action:\n            type: StageRollback\n```\n\n### Approval Stage (type: Approval)\n\n`HarnessApproval` requires `approvers.disallowPipelineExecutor` (required by the API). Set it to `true` so the pipeline executor cannot approve their own run; omit it and the API returns \"disallowPipelineExecutor: is missing but it is required\".\n\n```yaml\n- stage:\n    identifier: approval\n    name: Approval\n    type: Approval\n    spec:\n      execution:\n        steps:\n          - step:\n              identifier: approve\n              name: Approve\n              type: HarnessApproval\n              spec:\n                approvalMessage: \"Please review and approve\"\n                approvers:\n                  userGroups: [prod_approvers]\n                  minimumCount: 1\n                  disallowPipelineExecutor: true\n                includePipelineExecutionHistory: true\n              timeout: 1d\n    failureStrategies:\n      - onFailure:\n          errors: [AllErrors]\n          action:\n            type: Abort\n```\n\n## Common Step Types\n\n### Run Step\n\n```yaml\n- step:\n    identifier: run_tests\n    name: Run Tests\n    type: Run\n    spec:\n      shell: Bash          # Sh, Bash, Powershell, Pwsh, Python\n      command: |\n        npm ci\n        npm test\n      envVariables:\n        NODE_ENV: test\n      reports:\n        type: JUnit\n        spec:\n          paths: [\"junit.xml\"]\n```\n\n### Build and Push Docker\n```yaml\n- step:\n    identifier: docker_push\n    name: Build and Push\n    type: BuildAndPushDockerRegistry\n    spec:\n      connectorRef: dockerhub\n      repo: myorg/myimage\n      tags: [latest, <+pipeline.sequenceId>]\n      dockerfile: Dockerfile\n```\n\n### K8s Rolling Deploy\n```yaml\n- step:\n    identifier: rollout\n    name: Rollout\n    type: K8sRollingDeploy\n    spec:\n      skipDryRun: false\n    timeout: 10m\n```\n\n### K8s Rolling Rollback\n```yaml\n- step:\n    identifier: rollback\n    name: Rollback\n    type: K8sRollingRollback\n    spec: {}\n    timeout: 10m\n```\n\nFor the complete catalog of 300+ native step types (cloud deployments, security scanners, IaC, ticketing, approvals, GitOps, and more), consult `references/native-steps.md`. Always check this reference before using a `Run` step.\n\n## Variables and Expressions\n\n```yaml\npipeline:\n  variables:\n    - name: env\n      type: String\n      default: dev\n    - name: api_key\n      type: Secret\n      value: <+secrets.getValue(\"api_key\")>\n```\n\nCommon expressions:\n- `<+pipeline.variables.env>` - Pipeline variable\n- `<+stage.variables.VAR>` - Stage variable\n- `<+steps.step_id.output.outputVariables.VAR>` - Step output\n- `<+trigger.branch>`, `<+trigger.commitSha>` - Trigger info\n- `<+secrets.getValue(\"name\")>` - Secret reference\n- `<+pipeline.sequenceId>` - Build number\n\n## Parallel Execution\n\n```yaml\n# Parallel steps\n- parallel:\n    - step: ...\n    - step: ...\n\n# Parallel stages\nstages:\n  - parallel:\n      - stage: ...\n      - stage: ...\n```\n\n## Failure Strategies\n\n```yaml\nfailureStrategies:\n  - onFailure:\n      errors: [AllErrors]     # AllErrors, Timeout, Authentication, Connectivity\n      action:\n        type: StageRollback   # Ignore, Retry, MarkAsSuccess, Abort, StageRollback, PipelineRollback\n```\n\n## Conditional Execution\n\n```yaml\n- stage:\n    when:\n      pipelineStatus: Success\n      condition: <+pipeline.variables.deploy> == \"true\"\n```\n\n## Matrix Strategy\n\n**Placement:** `strategy` must be at the **stage level**, as a **sibling of `spec`**, not inside `spec`. If you put `strategy` under `spec`, the matrix will not be applied and the UI will not show matrix iterations.\n\nReference matrix values in steps with `<+stage.matrix.TAG>` (e.g. `<+stage.matrix.python_version>`). Use hyphen-free dimension names (e.g. `python_version` not `python-version`).\n\n```yaml\n- stage:\n    identifier: test_matrix\n    name: Test Matrix\n    type: CI\n    spec:\n      cloneCodebase: true\n      platform:\n        os: Linux\n        arch: Amd64\n      runtime:\n        type: Cloud\n        spec: {}\n      execution:\n        steps:\n          - step:\n              type: Run\n              spec:\n                image: node:<+stage.matrix.node_version>\n                command: npm test\n    strategy:\n      matrix:\n        node_version: [\"16\", \"18\", \"20\"]\n        os: [linux, macos]\n      maxConcurrency: 3\n    failureStrategies:\n      - onFailure:\n          errors: [AllErrors]\n          action:\n            type: Abort\n```\n\n## Creating via MCP\n\nAfter generating the YAML, create it in Harness:\n\n1. **Verify the project exists** — List projects with `harness_list` (resource_type: `project`, org_id) to confirm. If the project does not exist, create it first with `harness_create` (resource_type: `project`, body: `{ identifier, name }`) or ask the user.\n2. **Create the pipeline** — Use `harness_create` with the pipeline YAML serialized as a **`yamlPipeline`** string in the body. Do not pass a nested JSON `pipeline` object; it causes serialization errors.\n\n```\nCall MCP tool: harness_create\nParameters:\n  resource_type: \"pipeline\"\n  org_id: \"<organization>\"\n  project_id: \"<project>\"\n  body: { yamlPipeline: \"<full pipeline YAML string, including 'pipeline:' root key>\" }\n```\n\n**Example body** (abbreviated):\n```json\n{\n  \"yamlPipeline\": \"pipeline:\\n  identifier: nodejs_ci\\n  name: Node.js CI\\n  projectIdentifier: my_project\\n  orgIdentifier: default\\n  stages:\\n    - stage:\\n        identifier: build\\n        ...\"\n}\n```\n\nTo update an existing pipeline, use the same `yamlPipeline` format:\n\n```\nCall MCP tool: harness_update\nParameters:\n  resource_type: \"pipeline\"\n  resource_id: \"<pipeline_identifier>\"\n  org_id: \"<organization>\"\n  project_id: \"<project>\"\n  body: { yamlPipeline: \"<full updated pipeline YAML string>\" }\n```\n\nTo verify it was created:\n\n```\nCall MCP tool: harness_get\nParameters:\n  resource_type: \"pipeline\"\n  resource_id: \"<pipeline_identifier>\"\n  org_id: \"<organization>\"\n  project_id: \"<project>\"\n```\n\n## Complete CI Example\n\n```yaml\npipeline:\n  identifier: nodejs_ci\n  name: Node.js CI\n  projectIdentifier: my_project\n  orgIdentifier: default\n  properties:\n    ci:\n      codebase:\n        connectorRef: github_connector\n        repoName: my-app\n        build:\n          type: branch\n          spec:\n            branch: <+trigger.branch>\n  stages:\n    - stage:\n        identifier: build_and_test\n        name: Build and Test\n        type: CI\n        spec:\n          cloneCodebase: true\n          platform:\n            os: Linux\n            arch: Amd64\n          runtime:\n            type: Cloud\n            spec: {}\n          execution:\n            steps:\n              - step:\n                  identifier: install\n                  name: Install\n                  type: Run\n                  spec:\n                    shell: Bash\n                    command: npm ci\n              - parallel:\n                  - step:\n                      identifier: lint\n                      name: Lint\n                      type: Run\n                      spec:\n                        shell: Bash\n                        command: npm run lint\n                  - step:\n                      identifier: test\n                      name: Test\n                      type: Run\n                      spec:\n                        shell: Bash\n                        command: npm test\n                        reports:\n                          type: JUnit\n                          spec:\n                            paths: [\"junit.xml\"]\n              - step:\n                  identifier: docker_push\n                  name: Build and Push\n                  type: BuildAndPushDockerRegistry\n                  spec:\n                    connectorRef: dockerhub\n                    repo: myorg/my-app\n                    tags: [<+pipeline.sequenceId>, latest]\n        failureStrategies:\n          - onFailure:\n              errors: [AllErrors]\n              action:\n                type: MarkAsFailure\n```\n\n## Complete CD Example\n\n```yaml\npipeline:\n  identifier: k8s_deploy\n  name: K8s Deploy\n  projectIdentifier: my_project\n  orgIdentifier: default\n  stages:\n    - stage:\n        identifier: deploy_staging\n        name: Deploy Staging\n        type: Deployment\n        spec:\n          deploymentType: Kubernetes\n          service:\n            serviceRef: my_service\n          environment:\n            environmentRef: staging\n            infrastructureDefinitions:\n              - identifier: k8s_staging\n          execution:\n            steps:\n              - step:\n                  identifier: rollout\n                  name: Rollout\n                  type: K8sRollingDeploy\n                  spec:\n                    skipDryRun: false\n                  timeout: 10m\n            rollbackSteps:\n              - step:\n                  identifier: rollback\n                  name: Rollback\n                  type: K8sRollingRollback\n                  spec: {}\n                  timeout: 10m\n        failureStrategies:\n          - onFailure:\n              errors: [AllErrors]\n              action:\n                type: StageRollback\n    - stage:\n        identifier: approval\n        name: Production Approval\n        type: Approval\n        spec:\n          execution:\n            steps:\n              - step:\n                  identifier: approve\n                  name: Approve Prod\n                  type: HarnessApproval\n                  spec:\n                    approvalMessage: \"Approve production deployment?\"\n                    approvers:\n                      userGroups: [prod_approvers]\n                      minimumCount: 1\n                      disallowPipelineExecutor: true\n                    includePipelineExecutionHistory: true\n                  timeout: 1d\n        failureStrategies:\n          - onFailure:\n              errors: [AllErrors]\n              action:\n                type: Abort\n    - stage:\n        identifier: deploy_prod\n        name: Deploy Production\n        type: Deployment\n        spec:\n          deploymentType: Kubernetes\n          service:\n            serviceRef: my_service\n          environment:\n            environmentRef: prod\n            infrastructureDefinitions:\n              - identifier: k8s_prod\n          execution:\n            steps:\n              - step:\n                  identifier: rollout\n                  name: Rollout\n                  type: K8sRollingDeploy\n                  spec:\n                    skipDryRun: false\n                  timeout: 10m\n            rollbackSteps:\n              - step:\n                  identifier: rollback\n                  name: Rollback\n                  type: K8sRollingRollback\n                  spec: {}\n                  timeout: 10m\n        failureStrategies:\n          - onFailure:\n              errors: [AllErrors]\n              action:\n                type: StageRollback\n```\n\n## Examples\n\n### Create a CI pipeline\n\n```\n/create-pipeline\nCreate a CI pipeline for a Node.js app that builds, runs tests, and pushes to Docker Hub\n```\n\n### Create a CD pipeline with approvals\n\n```\n/create-pipeline\nCreate a Kubernetes deployment pipeline with staging, manual approval, and production stages\n```\n\n### Create a combined CI/CD pipeline\n\n```\n/create-pipeline\nBuild a pipeline that runs tests, pushes a Docker image, and deploys to ECS with rollback\n```\n\n### Create a matrix build pipeline\n\n```\n/create-pipeline\nCreate a CI pipeline that tests across Node 16, 18, and 20 on both Linux and macOS\n```\n\n### Create a pipeline with parallel stages\n\n```\n/create-pipeline\nCreate a pipeline with parallel test stages for unit tests, integration tests, and linting\n```\n\n## Performance Notes\n\n- Always check `references/native-steps.md` before using a Run step. Native steps provide better error handling and UI integration.\n- Verify the target project exists (`harness_list`, resource_type: `project`) before creating the pipeline.\n- Validate that all referenced connectors, services, and environments exist before creating the pipeline.\n- For CD pipelines, confirm the deployment type matches the service definition type.\n- Quality of generated YAML is more important than speed. Verify structure before submitting.\n\n## Troubleshooting\n\n### YAML Validation Errors\n- **Pipeline/step identifier:** must match `^[a-zA-Z_][0-9a-zA-Z_]{0,127}$` (letters, numbers, underscores only).\n- **Stage name:** must match `^[a-zA-Z_0-9-.][-0-9a-zA-Z_\\\\s.]{0,127}$` — no commas; use letters, numbers, spaces, hyphens, underscores, or periods (e.g. use \"Build Test and Push\" not \"Build, Test and Push\").\n- **Every CI and CD stage** must include a `failureStrategies` array (Approval stages do not require one); omit it and the API returns \"failureStrategies: is missing but it is required\". For CI use `type: MarkAsFailure`; for CD use `type: StageRollback`.\n- Stage type is case-sensitive: `CI`, `Deployment`, `Approval`, `Custom`\n- Every stage must have a `spec` field\n- **Matrix not applied / not visible in UI:** `strategy` must be a sibling of `spec` on the stage, not inside `spec`. Use `strategy.matrix` at the stage level and reference values as `<+stage.matrix.TAG>`.\n- **HarnessApproval:** \"disallowPipelineExecutor: is missing but it is required\" — add `approvers.disallowPipelineExecutor: true` to the step spec.\n\n### MCP Creation Errors\n- **Project not found** — Verify the project exists with `harness_list` (resource_type: `project`, org_id). Create it first with `harness_create` (resource_type: `project`, body: `{ identifier, name }`) or confirm org_id/project_id are correct.\n- **Missing required fields for pipeline: pipeline** — Pass the body as `{ yamlPipeline: \"<full pipeline YAML string>\" }` instead of a nested JSON `pipeline` object. Nested JSON causes serialization errors.\n- `DUPLICATE_IDENTIFIER` — Pipeline already exists; use `harness_update` instead\n- `CONNECTOR_NOT_FOUND` — Create the connector first or fix connectorRef\n- `ACCESS_DENIED` — Check API key permissions\n\n### Ambiguous or Incomplete Requests\n- **\"Deploys to ECS\" / \"K8s deploy\" / \"push to registry\" with no specifics** — Ask the user for region, account ID, cluster name/ID, and which registry (ECR, Docker Hub, etc.) before generating YAML. Do not insert placeholder values (e.g. `us-east-1`, `123456789012`).\n\n### Execution Failures\n- Missing `<+input>` values - provide via input sets or runtime inputs\n- Connector auth expired - test with `harness_execute` (resource_type: \"connector\", action: \"test_connection\")\n- Delegate offline - check with `harness_status`","tags":["create","pipeline","harness","skills","agent-skills","agents"],"capabilities":["skill","source-harness","skill-create-pipeline","topic-agent-skills","topic-agents"],"categories":["harness-skills"],"synonyms":[],"warnings":[],"endpointUrl":"https://skills.sh/harness/harness-skills/create-pipeline","protocol":"skill","transport":"skills-sh","auth":{"type":"none","details":{"cli":"npx skills add harness/harness-skills","source_repo":"https://github.com/harness/harness-skills","install_from":"skills.sh"}},"qualityScore":"0.457","qualityRationale":"deterministic score 0.46 from registry signals: · indexed on github topic:agent-skills · 15 github stars · 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