ai-pipeline — for Claude Code ai-pipeline, ai-engineering, community, for Claude Code, ide skills, DevSecOps, GitHub Copilot integration, SHA pinning, pipeline compliance, Claude Code, Cursor

v1.0.0
GitHub

About this Skill

ai-pipeline is a CI/CD pipeline automation skill that generates and validates workflow files, ensuring compliance with security and quality standards.

Features

Generate new pipelines using project analysis
Evolve existing pipelines with advanced patterns
Validate pipeline compliance using SHA pinning and timeouts
Enforce quality gates and security scanning
Integrate with GitHub Copilot, Cursor, and other AI coding assistants

# Core Topics

arcasilesgroup arcasilesgroup
[3]
[0]
Updated: 3/17/2026
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ai-pipeline

Streamline your development workflow with the ai-pipeline skill, designed for Claude Code, Cursor, and other AI coding assistants. Automate CI/CD pipelines,...

SKILL.md
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CI/CD Pipeline

Router skill for CI/CD pipeline generation. Dispatches to handler files based on sub-command.

When to Use

  • Creating new CI/CD pipelines for a project.
  • Evolving existing pipelines with advanced patterns.
  • Validating pipeline compliance (SHA pinning, timeouts, concurrency).
  • NOT for running pipelines -- that is the CI system's job.

Process

Step 0: Load Stack Contexts

Follow .ai-engineering/contexts/stack-context.md. Apply loaded standards to all subsequent work.

Routing

Sub-commandHandlerPurpose
generatehandlers/generate.mdCreate new pipeline from project analysis
evolvehandlers/evolve.mdAdd advanced patterns to existing pipeline
validatehandlers/validate.mdCheck pipeline compliance

Default (no sub-command): generate.

Quick Reference

/ai-pipeline generate                    # new pipeline from project analysis
/ai-pipeline generate --provider azure   # Azure Pipelines specifically
/ai-pipeline evolve                      # add advanced patterns
/ai-pipeline validate                    # check compliance

Shared Rules

  • SHA pinning: all third-party actions use SHA pins. First-party (actions/*) may use major tags.
  • No * versions: explicit version constraints always.
  • OIDC auth: prefer OIDC over long-lived secrets.
  • Timeouts: every job must have timeout-minutes.
  • Concurrency: group by branch to prevent parallel runs.

Integration

  • Stack detection: reads providers.stacks from .ai-engineering/manifest.yml.
  • Validation: actionlint for GitHub Actions.
  • Policy: scripts/check_workflow_policy.py for SHA pinning and timeout compliance.
  • Boundary: /ai-governance validates governance process; /ai-pipeline generates and validates the workflow files themselves

References

  • .ai-engineering/manifest.yml -- CI/CD standards.
  • .ai-engineering/contexts/ -- per-stack check definitions. $ARGUMENTS

FAQ & Installation Steps

These questions and steps mirror the structured data on this page for better search understanding.

? Frequently Asked Questions

What is ai-pipeline?

ai-pipeline is a CI/CD pipeline automation skill that generates and validates workflow files, ensuring compliance with security and quality standards.

How do I install ai-pipeline?

Run the command: npx killer-skills add arcasilesgroup/ai-engineering/ai-pipeline. It works with Cursor, Windsurf, VS Code, Claude Code, and 19+ other IDEs.

Which IDEs are compatible with ai-pipeline?

This skill is compatible with Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer. Use the Killer-Skills CLI for universal one-command installation.

How To Install

  1. 1. Open your terminal

    Open the terminal or command line in your project directory.

  2. 2. Run the install command

    Run: npx killer-skills add arcasilesgroup/ai-engineering/ai-pipeline. The CLI will automatically detect your IDE or AI agent and configure the skill.

  3. 3. Start using the skill

    The skill is now active. Your AI agent can use ai-pipeline immediately in the current project.

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