pipeline-connector

Build optimized multi-skill pipelines by mapping dependencies and parallelization opportunities.

Updated Mar 14, 2026
One-click install
npx skills add https://github.com/BertCalm/xo-ox-claude-config --skill pipeline-connector
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: pipeline-connector
Source: https://github.com/BertCalm/xo-ox-claude-config/tree/main/skills/pipeline-connector
Command: npx skills add https://github.com/BertCalm/xo-ox-claude-config --skill pipeline-connector

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill solves the problem of inefficiently executing multiple AI skills by providing an optimized, dependency-aware execution plan, ensuring seamless data flow and maximizing the effectiveness of complex workflows.

Core Features & Use Cases

  • Dependency Mapping: Identifies hard and soft dependencies between skills.
  • Parallelization Strategy: Determines which skills can run concurrently.
  • Handoff Optimization: Defines precise data transfer protocols between skills.
  • Use Case: When building a new audio engine, use the Pipeline Connector to determine the optimal order for skills like /theorem (concept), /new-xo-engine (scaffolding), /producers-guild (market analysis), and /exo-meta (preset design) to ensure a smooth and efficient development process.

Quick Start

Use the pipeline connector to build a pipeline for the goal "ship a new engine concept and turn it into a full preset library".

Frequently Asked Questions about pipeline-connector

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

FAQPage Schema
How do I orchestrate complex skill workflows with multiple dependencies?

To orchestrate complex skill workflows, you need a tactical planner that identifies skill dependencies, parallelization opportunities, and optimal handoffs. This builds an optimized multi-skill pipeline ensuring seamless data flow and maximizing workflow effectiveness.

What is dependency mapping in multi-skill pipeline automation?

Dependency mapping in pipeline automation identifies hard and soft dependencies between skills to determine the optimal execution order. It defines precise data transfer protocols and handoffs, ensuring deterministic workflow generation for complex goals.

How do I build a pipeline for parallel skill execution?

To build a pipeline for parallel skill execution, define explicit dependency rules and I/O mapping. The tactical planner analyzes these inputs to determine which skills can run concurrently, creating an optimized parallelization strategy for your workflow.

Can I use pipeline orchestration to coordinate sequential skill execution?

Yes, you can use pipeline orchestration to coordinate sequential skill execution by providing explicit dependency rules and I/O mapping. The planner serves as a tactical ringleader, generating deterministic execution paths for sequential and parallel skill workflows.

When do I need a pipeline connector for my workflow?

You need a pipeline connector when executing multiple AI skills inefficiently hinders your workflow. It provides an optimized, dependency-aware execution plan that ensures seamless data transfer, making it essential for complex development goals like building a full preset library.