agent-ai

What problem does it solve?

This skill provides a dedicated AI/ML engineer agent that designs and manages Copilot agents, handles RAG pipelines, embeddings, and conversation management, reducing friction in AI-driven sales workflows.

Core Features & Use Cases

• Copilot Agents: typed roles (qualifier, sdr, follow-up, scheduler, prospector, custom) with configurable personality and capabilities.
• RAG Pipeline: embeddings with pgvector, semantic search, document handling (PDFs/texts) and chunking.
• Conversations & Actions: threaded conversations, action execution, and outbound triggers for multi-channel outreach.
• Prompt Engineering & Guardrails: system prompts with business context, few-shot examples, tool usage, and safety constraints.
• Architecture & Processing: edge functions for messages, action executors, and end-to-end workflow orchestration with audits.

Quick Start

Configure a new Copilot agent flow to start handling a lead from initial contact to meeting scheduling.