Orchestration Skill

Automate context-driven orchestration pipelines with SQLite run state persistence.

Updated Aug 23, 2026

Search Tags:#cli #orchestration #sqlite #observability #pipeline #context-driven

Ready to run

npx skills add https://github.com/Alpha-Innovation-Labs/opennexus --skill orchestration-skill

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: Orchestration Skill
Source: https://github.com/Alpha-Innovation-Labs/opennexus/tree/main/.nexus/context/nexus-cli/orchestration/skill
Command: npx skills add https://github.com/Alpha-Innovation-Labs/opennexus --skill orchestration-skill

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The orchestration system coordinates context-driven pipelines, enabling repeatable, observable executions across projects and teams.

Core Features & Use Cases

Context specification: define intent, actions, and success criteria for repeatable outcomes.
Pipeline orchestration: load and execute ordered steps with dependency gates, progress tracking, and robust error handling.
Observability: persist run state, traces, and artifacts for debugging, auditing, and compliance.

Quick Start

Run a sample orchestration pipeline with the OpenNexus CLI to observe status and log output.

Frequently Asked Questions about Orchestration Skill

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

FAQPage Schema

How do I orchestrate context-driven workflows with deterministic execution and progression tracking?▼

Context-driven workflows are orchestrated by loading ordered pipeline steps with dependency gates and robust error handling, ensuring deterministic execution and progression tracking. Run state, traces, and artifacts are persisted in SQLite for debugging and auditing.

How does SQLite persist pipeline run state for observability and debugging?▼

SQLite persists pipeline run state by storing execution traces, progression data, and artifacts locally. This observability enables deterministic runs, easier debugging, and compliance auditing across context-driven orchestration pipelines without requiring external databases.

Can I integrate reusable context-driven pipelines across multiple projects using a CLI?▼

Yes, context-driven pipelines integrate across multiple projects using a CLI-based control surface. You define intent, actions, and success criteria for repeatable outcomes, while the CLI loads and executes ordered steps with dependency gates.

What is context-driven pipeline orchestration and when do I need it for my team?▼

Context-driven pipeline orchestration coordinates repeatable, observable executions by defining intent, actions, and success criteria. Teams need it when integrating reusable workflows across projects that require deterministic runs, progression tracking, and robust error handling.

What's the best way to define intent and success criteria for repeatable orchestration outcomes?▼

The best way to define intent and success criteria for repeatable orchestration outcomes is through context specification. By explicitly defining intent, actions, and success criteria, the orchestration system ensures repeatable, observable executions across projects and teams.

How do I execute ordered pipeline steps with dependency gates and track progress via CLI?▼

Ordered pipeline steps are executed via a CLI-based control surface that applies dependency gates before progression. The orchestration system loads the parsed pipeline definition, sequences the steps, tracks progress, and persists run state in SQLite for observability.