How does it handle validation failures?

If a check fails, the orchestrator parses the error output, attempts deterministic fixes up to three times, and escalates to a human with full context if unsuccessful.

What plugins are required for this skill to work?

This skill requires autonomous-ci, code-review, and smart-commit plugins, with optional support for jules-integration.

How does the orchestrator maintain context between steps?

It maintains state awareness by reading the [Unreleased] section of CHANGELOG.md and analyzing current git status and logs.

Can it fix CI failures automatically?

Yes, it includes a specific 'ci-recover' pipeline that uses systematic debugging to identify root causes and implement fixes before re-validating.

Does this skill perform autonomous commits?

No, the workflow-orchestration skill is designed to require human approval for all git commits to ensure security and developer oversight.

Agents Workflow Orchestrator

Name: Agents Workflow Orchestrator
Author: ANcpLua

byANcpLua

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Deployment & DevOps

Orchestrates multi-step CI/CD pipelines by chaining autonomous validation, code review, and PR creation plugins.

About

This skill acts as a high-level manager for Claude Code, coordinating specialized plugins into cohesive workflows for pre-commit validation, pull request automation, and CI failure recovery. By maintaining state awareness through CHANGELOG files and git metadata, it ensures that complex software development cycles are executed systematically with built-in quality gates, automated diagnostics, and evidence-based reporting.

Key Features

Automated multi-plugin pipeline execution (validation, review, commit)
Intelligent CI failure recovery using systematic debugging techniques
State-aware context gathering via CHANGELOG and Git history
Comprehensive reporting with evidence-based status tables
1 GitHub stars
Delegated PR creation with automated Jules integration

Use Cases

Streamlining the PR process by coordinating code reviews, commit message generation, and platform delegation
Recovering from broken CI pipelines by automatically diagnosing and fixing script or code failures
Automating pre-commit quality gates to ensure all tests and linting pass before code is staged

About

Key Features

Automated multi-plugin pipeline execution (validation, review, commit)
Intelligent CI failure recovery using systematic debugging techniques
State-aware context gathering via CHANGELOG and Git history
Comprehensive reporting with evidence-based status tables
1 GitHub stars
Delegated PR creation with automated Jules integration

Use Cases

Streamlining the PR process by coordinating code reviews, commit message generation, and platform delegation
Recovering from broken CI pipelines by automatically diagnosing and fixing script or code failures
Automating pre-commit quality gates to ensure all tests and linting pass before code is staged