analyze

Analyze topics or documents from multiple perspectives to extract key points and identify risks.

15|Updated Jan 28, 2026
One-click install
npx skills add https://github.com/bntvllnt/agent-skills --skill analyze-bntvllnt
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: analyze
Source: https://github.com/bntvllnt/agent-skills/tree/main/analyze
Command: npx skills add https://github.com/bntvllnt/agent-skills --skill analyze-bntvllnt

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides a standalone multi-perspective analysis workflow to extract key points, surface gaps, and identify improvement opportunities for any topic, file, or decision.

Core Features & Use Cases

  • Standalone first-principles analysis: challenges assumptions and surfaces hidden risks.
  • Multi-perspective synthesis: 4-10 expert viewpoints tailored to the domain.
  • Actionable roadmaps: builds dependencies and timelines for implementation.
  • Domain auto-detection: identifies the relevant domain to select appropriate perspectives.
  • Built-in perspectives library: 50+ roles to cover business, software, product, and more.

Quick Start

analyze quick "your topic" # Quick analysis analyze "SaaS product for developers" # Standard analysis analyze deep "migration to microservices" # Deep analysis

Frequently Asked Questions about analyze

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

FAQPage Schema
How do I conduct a multi-perspective analysis for a business decision?

Multi-perspective analysis for business decisions is conducted by automatically detecting the domain and synthesizing viewpoints from 4 to 10 expert roles. This process extracts key points, surfaces hidden risks, and generates an actionable roadmap with dependencies.

What is the best way to analyze software migration risks before implementation?

The best way to analyze software migration risks is running a deep analysis that challenges assumptions using a built-in perspectives library. It identifies improvement opportunities and builds timelines with dependencies to surface hidden gaps.

Can I use automated domain detection to analyze product decisions?

Yes, you can analyze product decisions using automated domain detection. The system identifies the relevant domain to select appropriate expert perspectives, ensuring the analysis covers the correct business or software context.

How do I generate an actionable roadmap from a standalone document analysis?

To generate an actionable roadmap from document analysis, the tool synthesizes multiple expert viewpoints to extract key points and identify gaps. It then automatically builds implementation dependencies and timelines for the extracted insights.

Does multi-perspective analysis work for quick evaluations of new topics?

Yes, multi-perspective analysis works for quick evaluations by applying first-principles thinking to any topic. It rapidly challenges assumptions and provides synthesized expert viewpoints without requiring extensive setup.