Sentiment Analysis

Analyze Gmail and Google Calendar signals to compute a client sentiment score.

18|7|Updated Mar 11, 2026
One-click install
npx skills add https://github.com/thecloudtips/founder-os --skill sentiment-analysis-thecloudtips
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Sentiment Analysis
Source: https://github.com/thecloudtips/founder-os/tree/main/plugin/skills/health/sentiment-analysis
Command: npx skills add https://github.com/thecloudtips/founder-os --skill sentiment-analysis-thecloudtips

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps you understand the health of your client relationships by analyzing communication sentiment from emails and meeting patterns, preventing relationship decay and identifying opportunities for improvement.

Core Features & Use Cases

  • Email Sentiment Analysis: Scans recent email threads for positive and negative language and behavioral signals to compute a sentiment score.
  • Meeting Pattern Analysis: Analyzes meeting frequency, attendance, and client behavior over time to detect relationship trends.
  • Composite Scoring: Combines email and meeting signals into a single, actionable client sentiment score (0-100).
  • Use Case: Before a client review meeting, quickly run this skill to get a concise overview of the client's sentiment, allowing you to tailor your conversation and address any underlying concerns proactively.

Quick Start

Analyze the sentiment of my relationship with the client 'Acme Corp'.

Frequently Asked Questions about Sentiment Analysis

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

FAQPage Schema
How do I analyze client sentiment from email threads and meeting patterns?

To analyze client sentiment, this skill scans Gmail and Google Calendar data to extract positive, neutral, and negative behavioral signals, producing a composite health score from 0-100 with detailed breakdowns.

What is a client relationship health score and how is it calculated?

A client relationship health score is a 0-100 metric calculated by combining sentiment signals from email thread language and meeting attendance patterns to detect relationship trends and identify improvement opportunities.

Can I use Gmail and Google Calendar data to gauge client relationship health?

Yes, you can gauge client relationship health by extracting sentiment signals directly from your Gmail email threads and Google Calendar meeting patterns to classify communication tone and compute a composite score.

How do I get a sentiment breakdown for a specific client before a review meeting?

To get a sentiment breakdown before a review, run this skill with the client name. It analyzes recent communication patterns and email tone to provide a concise overview of underlying concerns.

Does email sentiment analysis detect negative language and behavioral signals in client communications?

Yes, email sentiment analysis scans recent client email threads to identify negative language and behavioral signals, classifying them alongside positive and neutral inputs to prevent relationship decay.

What is the best way to monitor meeting patterns for client relationship decay?

The best way to monitor relationship decay is analyzing meeting frequency, attendance, and client behavior over time from calendar data to detect negative trends and generate an actionable sentiment score.