insight

Analyze messages to infer subtext and suggest diplomatic replies.

105|13|Updated Mar 9, 2026

Search Tags:#subtext #communication #analysis #insight #stakeholder #read-between-the-lines

Ready to run

npx skills add https://github.com/Hmbown/Wizards-of-the-Ghosts --skill insight-hmbown

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: insight
Source: https://github.com/Hmbown/Wizards-of-the-Ghosts/tree/main/generated/hermes/investigation-and-preparation/insight
Command: npx skills add https://github.com/Hmbown/Wizards-of-the-Ghosts --skill insight-hmbown

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Help analysts and teams understand not just what is said, but what is implied in communications. Detect when stakeholders' stated positions mask underlying concerns, objections, or assumptions, enabling proactive resolution.

Core Features & Use Cases

Surface reading vs subtext inference for emails, meeting notes, bug reports, and user feedback.
Identify signals such as tone shifts, hedging, omissions, and contradictions, and present confidence levels.
Deliver actionable guidance with suggested, diplomatic responses that address underlying concerns without escalation.

Quick Start

Analyze a message to reveal surface meaning and the underlying subtext, then return surface reading, subtext reading with evidence, and a recommended reply.

Frequently Asked Questions about insight

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

FAQPage Schema

How do I read between the lines in stakeholder emails?▼

Subtext analysis identifies the surface meaning of a message and infers underlying intents based on signals like tone, omissions, and hedging. It detects when stated positions mask underlying concerns, enabling proactive resolution of hidden objections in stakeholder communications.

How do I analyze subtext in user feedback and bug reports?▼

You analyze subtext by applying surface reading versus subtext inference to user feedback and bug reports, identifying signals like tone shifts and contradictions. This delivers actionable guidance with suggested, diplomatic responses that address underlying concerns without escalation.

Can I generate a diplomatically suggested reply based on inferred subtext?▼

Yes, generating a diplomatically suggested reply is a core feature of subtext analysis. It produces actionable guidance with recommended responses that address underlying concerns detected in messages without escalation, while clearly stating assumptions and risks.

What is the best way to detect hidden objections in stakeholder notes?▼

The best way to detect hidden objections in stakeholder notes is to identify signals such as tone shifts, omissions, and contradictions, then present confidence levels for each inferred subtext. This distinguishes surface meaning from hidden intents backed by evidence.

Does subtext analysis handle tone shifts and omissions in communications?▼

Yes, subtext analysis specifically handles tone shifts, omissions, and hedging in communications. It uses these signals to infer likely subtext, presenting confidence levels for the inferred readings and identifying contradictions in stakeholder messages and user inquiries.