session-init

Detect active pipelines and route user requests to structured skills.

3|Updated Apr 12, 2026
One-click install
npx skills add https://github.com/sthiermann/stn-skills --skill session-init-sthiermann
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: session-init
Source: https://github.com/sthiermann/stn-skills/tree/main/skills/session-init
Command: npx skills add https://github.com/sthiermann/stn-skills --skill session-init-sthiermann

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the detection of active AI pipelines and routes user requests to appropriate skills, reducing manual configuration and ensuring structured workflow management.

Core Features & Use Cases

  • Pipeline State Detection: Reads session files to resume ongoing processes seamlessly.
  • Intent-Based Routing: Classifies user requests into predefined intents and directs them to corresponding skills such as brainstorming or plan writing.
  • Use Case: When a user begins a new session, automatically initializes the correct pipeline or skill based on their intent, streamlining project setup and management.

Quick Start

Engage the session-init skill at the start of an AI session to enable automatic pipeline detection and intelligent skill routing.

Frequently Asked Questions about session-init

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

FAQPage Schema
How do I automate pipeline state detection at the start of an AI session?

You can automate pipeline state detection by reading session files to identify active pipelines, which allows the system to resume ongoing processes seamlessly without manual configuration.

What is intent-based routing for workflow management in AI development?

Intent-based routing classifies user requests into predefined intents and directs them to corresponding structured skills, such as brainstorming or plan writing, ensuring structured workflow continuity.

How do I route user requests to appropriate skills when beginning a new session?

To route user requests at session start, the system classifies the user's intent and automatically initializes the correct pipeline or skill, streamlining project setup and reducing manual setup effort.

Do I need external dependencies to manage session state and route tasks automatically?

No, you do not need external dependencies to manage session state and route tasks, as this automation operates entirely within the AI development environment using internal session files.

When should I use automated session management for task orchestration?

You should use automated session management when you require seamless workflow continuity across multiple sessions and need to reduce manual configuration for task orchestration in AI development environments.