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GitLab Pipeline AI Validator

GitLab Pipeline AI Validator

Vinayak-G-MSFT

|
1 install
| (0) | Free
GitLab CI pipeline validation with native diagnostics, AI-powered quick fixes, and real-time verification
Installation
Launch VS Code Quick Open (Ctrl+P), paste the following command, and press enter.
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GitLab CI Pipeline AI Validator

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AI-powered GitLab CI/CD pipeline validation that catches errors before you commit. Get instant feedback on structural issues, circular dependencies, and configuration mistakes—with intelligent quick fixes powered by GitHub Copilot.

Why This Extension?

  • 🤖 AI That Actually Understands Your Pipeline — Not just syntax checking. Detects stage mismatches, circular dependencies, and structural errors that break builds
  • ⚡ Instant Feedback — See errors as you type with native VS Code diagnostics (squiggles + Problems Panel)
  • ✨ AI-Powered Quick Fixes — Press Ctrl+. on any error for AI-generated solutions
  • 🔒 GitLab API Integration — Validate against your actual GitLab instance (gitlab.com or self-hosted)
  • 🎯 Smart Detection — Automatically detects if any YAML file is a GitLab CI pipeline—no file naming conventions required

✨ AI-Powered Capabilities

Leverages GitHub Copilot's Language Model for intelligent pipeline analysis:

  • Structural Validation — Detects stage mismatches, missing job references, invalid dependencies
  • Contextual Explanations — Hover over any error for detailed reasoning and suggested fixes
  • Quick Fix Actions — Press Ctrl+. (or Cmd+.) to apply AI-generated corrections instantly
  • Smart Pipeline Detection — Identifies GitLab CI files regardless of name or location
  • Semantic Analysis — Goes beyond syntax to understand pipeline logic and catch runtime failures

How It Works

  1. Open any YAML file in VS Code
  2. AI automatically detects if it's a GitLab CI pipeline
  3. Validation runs as you type (hybrid: GitLab API + AI semantic analysis)
  4. See errors inline with squiggles, detailed hovers, and the Problems Panel
  5. Fix with AI using Ctrl+. quick actions

No configuration needed for basic validation. Add GitLab API token for authoritative validation against your instance.

Features

Features

Validation Capabilities

Category Features
Syntax YAML structure validation, reserved keyword detection
Dependencies needs and dependencies reference verification, circular dependency detection
Stage Management Stage ordering validation, orphaned job detection
Variables Undefined variable reference detection, scope validation
Security Hardcoded secret warnings, privileged Docker usage alerts
Optimization Dead-end job identification, redundant needs suggestions

Commands

Command Keyboard Shortcut Description
GitLab CI: Validate Pipeline — Manual validation trigger
GitLab CI: Validate with GitLab API — Validate against GitLab's CI Lint API
GitLab CI: Validate with AI — AI-powered semantic analysis
GitLab CI: Show Output — Open extension output channel
GitLab CI: Group by Severity — Group issues by error/warning/info
GitLab CI: Group by Category — Group issues by validation category

Extension Settings

Property Type Default Description
gitlabCI.autoValidateOnChange boolean true Enable automatic validation on document changes
gitlabCI.debounceDelay number 200 Validation delay in milliseconds after typing stops (0-2000)
gitlabCI.enableAIValidation boolean true Enable AI-powered validation using GitHub Copilot
gitlabCI.enableGitLabAPI boolean false Enable GitLab CI Lint API validation
gitlabCI.gitlabInstanceUrl string "https://gitlab.com" GitLab instance URL for API validation
gitlabCI.gitlabToken string "" Personal access token for GitLab API (stored securely)
gitlabCI.projectId string "" GitLab project ID for API validation
gitlabCI.validateCertificates boolean true Validate SSL certificates when connecting to GitLab

Requirements

  • VS Code 1.106.1 or higher
  • Node.js 18.x - 21.x (for extension host process)

Optional Dependencies

  • GitHub Copilot (for AI-powered quick fixes and semantic analysis)
  • GitLab API Access (for authoritative CI Lint validation)

GitLab API Setup

To enable GitLab API validation:

  1. Generate a Personal Access Token with api scope at https://<your-gitlab-instance>/-/user_settings/personal_access_tokens
  2. Configure settings:
    {
      "gitlabCI.enableGitLabAPI": true,
      "gitlabCI.gitlabInstanceUrl": "https://gitlab.com",
      "gitlabCI.gitlabToken": "glpat-xxxxxxxxxxxx",
      "gitlabCI.projectId": "12345678"
    }
    
  3. Tokens are stored in VS Code's secure secret storage

Known Issues

  • GitLab API validation requires the workspace to be a Git repository with a GitLab remote configured
  • AI-powered features require an active GitHub Copilot subscription
  • Large pipeline files (>10,000 lines) may experience validation delays
  • Some advanced GitLab CI features (e.g., trigger: with downstream pipelines) have limited validation support

Release Notes

See CHANGELOG.md for detailed release history.

Contributing

Issues and feature requests are welcome. Please visit the GitHub repository to:

  • Report bugs or unexpected behavior
  • Request new validation rules or features
  • Submit pull requests

License

MIT License — See LICENSE for details.

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