Pipeline Orchestrator

About

The Pipeline skill transforms Claude Code into a sophisticated multi-agent orchestrator, allowing users to define intricate workflows where the output of one agent seamlessly feeds into the next. Whether using built-in presets for debugging and security audits or crafting custom branching logic, it ensures data persistence and state management across complex tasks. It is an essential tool for developers looking to automate multi-step processes like architectural refactoring, comprehensive code reviews, and deep research tasks with high-tier model precision and autonomous verification.

Key Features

• 3,720 GitHub stars
• Sequential and branching workflow orchestration with structured data passing.
• Robust state management with automatic error recovery, retries, and persistence.
• Parallel agent execution with intelligent output merging (concat, summarize, or vote).
• Built-in presets for Debugging, Security Audits, Implementation, and Code Review.
• Stage-specific model selection to optimize for speed (Haiku) or reasoning (Opus/Sonnet).

Use Cases

• Executing complex architectural refactors across multiple files with automated verification.
• Automating multi-stage security audits that find, fix, and re-verify vulnerabilities in sequence.
• Conducting deep research by running parallel external documentation and internal codebase analysis.