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analyze-conversation

Analyzes a sales conversation log and generates the next DM message.

1|Updated Mar 11, 2026
Search Tags:#sales enablement#pain discovery#dm analysis#conversation stage#call booking#follow-up question#message recommendation
One-click install
npx skills add https://github.com/antonyfmunoz/OS --skill analyze-conversation-antonyfmunoz
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: analyze-conversation
Source: https://github.com/antonyfmunoz/OS/tree/main/skills/Sales/analyze_conversation
Command: npx skills add https://github.com/antonyfmunoz/OS --skill analyze-conversation-antonyfmunoz

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It helps sales teams analyze an ongoing DM conversation and choose a next message that uncovers pain and moves toward booking a call at the right time.

Core Features & Use Cases

  • Conversation-stage analysis: Determines which sales stage the prospect is currently in (opening, pain discovery, problem reframing, offer introduction, or call invitation).
  • Actionable message generation: Produces a recommended next message plus a follow-up question (when more discovery is needed) and a one-sentence strategy explaining the intent.
  • Conversation-file augmentation: Appends recommendations back into the appropriate conversation record for continued workflow tracking.

Use Case: Use it during an active sales DM thread to generate a human-sounding reply that advances discovery without prematurely pushing an offer or forcing a call.

Quick Start

Run the analyze-conversation skill to process the active sales conversation and append the recommended next message to the conversation log.

Frequently Asked Questions about analyze-conversation

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

FAQPage Schema
How do I analyze a sales DM conversation to find the prospect's pain points?▼

To analyze a sales DM conversation for pain discovery, load the conversation log to read it chronologically and extract stage-relevant signals. The system identifies the current discovery stage and emotional signals to recommend a next message that uncovers pain.

How do I generate a follow-up question for a sales DM that moves the prospect toward booking a call?▼

Generating a follow-up message for call booking requires analyzing the conversation's current discovery stage. The system produces a recommended next message with an optional follow-up question and a one-sentence strategy explaining the intent to advance the prospect.

When should I transition from pain discovery to an offer introduction in a sales DM thread?▼

Transitioning from pain discovery to an offer introduction depends on the emotional signals extracted from the conversation log. The system evaluates these signals alongside the current stage to ensure you do not prematurely push an offer before the prospect's pain is fully identified.

Can I use conversation stage analysis for active sales conversations on any messaging platform?▼

Conversation stage analysis works for any active sales DM conversation as long as the conversation log can be loaded and read chronologically. There are no specific platform dependencies, making it adaptable to various direct messaging environments.

How do I append recommended sales messages back to a conversation file for tracking?▼

To append recommended sales messages back to a conversation file, the system augments the conversation record by adding the generated next message, follow-up question, and strategy directly into the log for continued workflow tracking.

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