as-pipeline

Orchestrate development workflows with code review, automated testing, and deployment.

1|1|Updated Feb 24, 2026
One-click install
npx skills add https://github.com/Thomas-Fitz/auto-scrum --skill as-pipeline
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: as-pipeline
Source: https://github.com/Thomas-Fitz/auto-scrum/tree/main/skills/as-pipeline
Command: npx skills add https://github.com/Thomas-Fitz/auto-scrum --skill as-pipeline

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates and orchestrates the entire development pipeline, from planning to deployment, ensuring efficiency and accuracy with minimal human intervention.

Core Features & Use Cases

  • Autonomous Pipeline Orchestration: Automates execution of epics and stories from sprint plan to adversarial review.
  • Human in the Loop: Requires human intervention only for missing artifacts or unresolvable conflicts.
  • Test-Driven Development: Ensures that every action is measurable, improving code quality.
  • Adaptable: Adjusts plans based on new information after each task.
  • Use Case: Imagine you have a new feature to implement. Use this Skill to automatically generate a sprint plan, execute the tasks, and perform adversarial reviews, saving time and reducing errors.

Quick Start

Run the /as-pipeline command to start the as-pipeline skill and begin automating your development pipeline.

Frequently Asked Questions about as-pipeline

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate a development pipeline from sprint planning to deployment?

Automating a development pipeline involves orchestrating predefined steps for code review, automated testing, and deployment. This Skill executes tasks from sprint plans through adversarial reviews, requiring human intervention only for unresolvable conflicts.

What is autonomous pipeline orchestration for software development workflows?

Autonomous pipeline orchestration is the automated execution of epics and stories from sprint plans through deployment. It uses AI agents for execution and verification while humans guide planning and decision-making, ensuring every action is measurable.

How does test-driven development integrate with automated deployment pipelines?

Test-driven development integrates with automated deployment pipelines by ensuring every executed action is measurable, improving code quality. The pipeline automates testing as a predefined step, verifying tasks before deployment.

Do I need CI/CD tools and version control systems to automate development pipelines?

Yes, automating development pipelines requires robust infrastructure including CI/CD tools and version control systems. These tools provide the necessary automation framework for AI agents to handle execution and verification effectively.

Can I adjust sprint plans during automated pipeline execution based on new information?

Yes, automated pipeline execution adapts plans based on new information after each task. The Skill adjusts workflows dynamically, requiring human intervention only when missing artifacts or unresolvable conflicts occur during the process.

What are the limitations of automating code review and deployment workflows?

Automating code review and deployment workflows requires human intervention for missing artifacts or unresolvable conflicts. The approach depends on robust CI/CD infrastructure and cannot fully replace human decision-making in the planning phase.