workflow-orchestration

Chain Claude plugins into reproducible CI/CD pipelines with phase-based execution.

5|1|Updated Nov 21, 2025
One-click install
npx skills add https://github.com/ANcpLua/ancplua-claude-plugins --skill workflow-orchestration-ancplua
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: workflow-orchestration
Source: https://github.com/ANcpLua/ancplua-claude-plugins/tree/main/agents/workflow-orchestrator/skills/workflow-orchestration
Command: npx skills add https://github.com/ANcpLua/ancplua-claude-plugins --skill workflow-orchestration-ancplua

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill coordinates multi-step CI/CD pipelines by chaining existing Claude plugins to automate validation, PR creation, and recovery workflows.

Core Features & Use Cases

  • Pipeline templates: Pre-commit, PR-create, and CI-recover pipelines.
  • State management: Tracks changes via CHANGELOG.md and Git state.
  • Phase orchestration: Step-by-step execution with error handling.

Quick Start

Read CHANGELOG.md for context, verify plugin availability, and select a pipeline to execute.

Frequently Asked Questions about workflow-orchestration

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

FAQPage Schema
How do I automate multi-step CI/CD pipelines by chaining plugins together?

Workflow orchestration chains autonomous plugins like autonomous-ci, code-review, smart-commit, and jules-integration into reproducible pipelines. Define a pipeline template (pre-commit, pr-create, or ci-recover), verify plugin availability, read CHANGELOG.md for context, then execute phase-by-phase with state tracking across repository changes and CI logs.

What's the difference between manual CI/CD steps and orchestrated pipeline automation?

Orchestrated pipelines coordinate multi-step workflows with phase-based execution and error handling, unlike manual sequential steps. State management via CHANGELOG.md and Git logs ensures reproducibility and evidence-based completion across pre-commit validation, PR creation, and CI failure recovery tasks.

Can I use workflow orchestration for pre-commit validation and PR creation in the same pipeline?

Yes. Workflow orchestration supports defined pipeline templates including pre-commit validation, PR-create, and ci-recover workflows. Chain multiple plugins within a single pipeline to handle validation, review, and commit automation as coordinated steps with shared state awareness.

What do I need before running an orchestrated CI/CD pipeline?

Verify that required plugins—autonomous-ci, code-review, smart-commit, and jules-integration—are available in your environment. Read CHANGELOG.md to understand prior repository state, ensure Git logs are accessible for state tracking, then select and execute your pipeline template.

How does workflow orchestration handle failures during multi-step automation?

Orchestration includes robust error handling for phase-based execution. Each step validates state via CHANGELOG.md and CI logs; failures halt the pipeline and log evidence for recovery. The ci-recover pipeline template specifically addresses CI failure scenarios with coordinated cross-plugin resolution.