analyzing-intent

Synthesize user requests and Reconnaissance Reports to infer true intent.

Updated Aug 18, 2025
One-click install
npx skills add https://github.com/masa-codehub/gemini_agent --skill analyzing-intent
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: analyzing-intent
Source: https://github.com/masa-codehub/gemini_agent/tree/main/.gemini/skills/analyzing-intent
Command: npx skills add https://github.com/masa-codehub/gemini_agent --skill analyzing-intent

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes assets (resource) components.

What problem does it solve?

This skill synthesizes user requests with Reconnaissance Reports to infer the true intent behind asks, enabling accurate goal definition.

Core Features & Use Cases

  • Intent deep-dive: combine fragmented evidence to uncover underlying objectives and constraints.
  • Gap analysis & Hypotheses: perform structured gap analysis and generate grounded, leap, and paradoxical hypotheses; produce an analysis report using assets/templates.
  • Self-review readiness: provide a self-review to validate reasoning and readiness for goal setting.

Quick Start

Synthesize user requests and Reconnaissance Reports to infer the true intent behind user goals. Scope includes intent deep-dive, gap analysis, and multi-perspective hypotheses to guide goal setting. Outputs are generated as a reproducible analysis artifact using assets/analysis-report-template.md and assets/self-review-template.md.

Frequently Asked Questions about analyzing-intent

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

FAQPage Schema
How do I infer true intent from fragmented user requests?

To infer intent from user requests, synthesize them with Reconnaissance Reports to uncover underlying objectives and constraints. This combines fragmented evidence into a structured intent deep-dive.

What is gap analysis for strategic goal setting?

Gap analysis for goal setting identifies missing information between current evidence and objectives, then generates grounded, leap, and paradoxical hypotheses to bridge those gaps. It frames multi-perspective strategies for decision-making.

How do I generate reproducible intent analysis reports?

Generate reproducible analysis reports by synthesizing user requests and Reconnaissance Reports using the analysis-report-template.md asset. This produces a standardized artifact documenting intent inference and gap analysis.

Can I validate strategic hypotheses before defining goals?

Yes, you can validate strategic hypotheses before goal definition by running a self-review using the self-review-template.md asset. This checks reasoning readiness and confirms the inferred intent is structurally sound.

Do I need a Reconnaissance Report to perform intent analysis?

A Reconnaissance Report is required to perform accurate intent analysis because it provides the foundational evidence needed to uncover underlying objectives. The skill synthesizes this report with user requests to infer true intent.

What is the best way to frame paradoxical hypotheses from user goals?

The best way to frame paradoxical hypotheses is to perform structured gap analysis on synthesized user requests and Reconnaissance Reports. This identifies conflicting constraints to generate hypotheses that challenge standard assumptions.