Agents

Compose custom agents and orchestrate parallel tasks within the PAI ecosystem.

4|1|Updated Mar 25, 2026
One-click install
npx skills add https://github.com/pynbj1001/alpha-sense --skill agents-pynbj1001
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Agents
Source: https://github.com/pynbj1001/alpha-sense/tree/main/.pai_runtime/.claude/skills/Agents
Command: npx skills add https://github.com/pynbj1001/alpha-sense --skill agents-pynbj1001

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires yaml, handlebars.

What problem does it solve?

Automates the creation, customization, and orchestration of AI agents, eliminating manual setup and enabling scalable task delegation across complex workflows.

Core Features & Use Cases

  • Dynamic agent composition from modular traits (expertise, personality, approach)
  • Voice mapping and color assignment for distinct agents
  • Deterministic, context-rich prompts for reliable automation
  • Parallel task orchestration across multiple agents using shared Skill references

Quick Start

Describe the task you want accomplished and let the Agents system compose and deploy the appropriate agents.

Frequently Asked Questions about Agents

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

FAQPage Schema
How do I orchestrate parallel tasks across multiple AI agents?

Parallel task orchestration across multiple AI agents is achieved by composing modular traits and deploying them simultaneously. The system uses shared Skill references and deterministic prompts to ensure predictable agent behavior during concurrent execution.

What is dynamic AI agent composition and when do I need it for workflow automation?

Dynamic AI agent composition is the automated creation of specialized agents from modular traits like expertise and personality. You need it to eliminate manual setup and enable scalable task delegation across complex, multi-step workflows.

How do I create custom AI agents with specific personality traits and voice mappings?

To create custom AI agents with specific personality traits, you define their expertise, approach, and voice mappings. The system assigns distinct voices and colors to each agent, enforcing safe defaults and explicit task context for reliable automation.

Do I need YAML and Handlebars to use dynamic agent orchestration?

YAML and Handlebars are required dependencies for dynamic agent orchestration. They support the creation of deterministic, context-rich prompts and configuration files needed to compose traits and manage parallel task execution safely.

What's the best way to ensure predictable behavior when delegating tasks to parallel agents?

The best way to ensure predictable behavior when delegating parallel tasks is to use deterministic prompts with explicit task context. The orchestration system enforces safe defaults and governance rules to maintain reliable agent automation.

Can I use existing Skills as knowledge references for parallel agent orchestration?

Existing Skills can be used as knowledge references for parallel agent orchestration. The system allows multiple composed agents to share these Skill references, providing contextual data for deterministic and coordinated task execution.