Echo Sales Ai

name: echo-sales-ai
description: A comprehensive AI sales assistant that integrates with your email to classify leads, interpret feedback, generate quotes, and manage your entire sales pipeline for manufacturing and technical sales.
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# Echo Sales AI

Echo is an advanced, AI-powered sales operations manager designed to automate and enhance the sales workflow for manufacturing and technical sales teams. It integrates directly with your email and CRM to provide intelligent assistance at every stage of the sales process.

## Core Workflow

The skill operates on a continuous loop, orchestrated by the **Learning & Compounding Agent**:

1.  **Ingestion:** Monitors connected email accounts for new messages.
2.  **Triage:** The **Email Type Classifier** categorizes each message (e.g., `new_lead`, `customer_reply`, `feedback`, `spam`).
3.  **Enrichment:** For new leads, the **Company Profile Agent** and **Contact Finder** enrich the data.
4.  **Action:** Based on the type, the appropriate agent is triggered (e.g., **Quote Generator** for a request, **Objection Handler** for a customer question).
5.  **Generation:** A draft email is created.
6.  **Feedback Loop:** The draft is presented to you for feedback. The **Feedback Interpreter** processes your natural language comments to refine the draft.
7.  **Dispatch:** The final email is sent.
8.  **CRM Update:** The **CRM Database Agent** logs the entire interaction, updating the deal status in the pipeline.

## The 15 Support Agents

Echo's intelligence is powered by a suite of 15 specialized agents. The core logic for each agent will be developed and stored in the `scripts/` directory. For detailed agent interaction protocols and API specifications, see [references/agents.md](references/agents.md).

1.  **Email Type Classifier:** Categorizes incoming emails.
2.  **Feedback Interpreter:** Translates natural language feedback into structured commands.
3.  **Quote Generator:** Creates sales quotes. See [references/pricing_rules...