IterativeDepth

Analyze complex problems through eight structured lenses to uncover hidden requirements and edge cases.

17.4k|2.3k|Updated Sep 8, 2025

Search Tags:#problem-solving #requirements engineering #complex systems #multi-angle analysis #hidden requirements

Ready to run

npx skills add https://github.com/danielmiessler/LifeOS --skill iterativedepth-danielmiessler

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: IterativeDepth
Source: https://github.com/danielmiessler/LifeOS/tree/main/LifeOS/install/skills/IterativeDepth
Command: npx skills add https://github.com/danielmiessler/LifeOS --skill iterativedepth-danielmiessler

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill uncovers hidden requirements and edge cases in complex problems by exploring them through multiple structured lenses, ensuring a comprehensive analysis.

Core Features & Use Cases

Multi-Angle Exploration: Analyzes problems from 8 distinct lenses (Literal, Stakeholder, Failure, Temporal, Experiential, Constraint Inversion, Analogical, and Meta).
Structured Analysis: Each lens provides a different perspective, revealing insights that a single pass might miss.
Use Case: Ideal for software development, security audits, and any complex problem-solving scenario where a thorough examination is required.

Quick Start

Run the 'IterativeDepth' skill on your problem to explore it from various angles and discover new insights.

Frequently Asked Questions about IterativeDepth

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

FAQPage Schema

How do I uncover hidden requirements in a complex software system?▼

You uncover hidden requirements by analyzing the problem through multiple structured lenses like Stakeholder, Failure, and Constraint Inversion. This multi-angle exploration reveals edge cases and insights that a single-pass analysis often misses.

What is multi-angle analysis for problem-solving in software engineering?▼

Multi-angle analysis is a problem-solving technique that examines a system from eight distinct perspectives, such as Temporal and Experiential. It applies cognitive science and design thinking to ensure comprehensive requirements engineering.

Can I use structured lenses to find edge cases during a security audit?▼

Yes, you can use structured lenses to find edge cases during security audits. The Meta and Analogical lenses specifically help reveal vulnerabilities by forcing you to view the system's constraints from inverted, unconventional perspectives.

What is the best way to analyze hidden requirements in complex systems?▼

The best way to analyze hidden requirements is using a structured, multi-lens exploration approach rather than ad-hoc review. Iterating through specific perspectives like Failure and Constraint Inversion ensures thorough examination of complex problems.

When do I need multi-angle exploration for requirements engineering?▼

You need multi-angle exploration when facing complex problem-solving scenarios where a thorough examination is required. It is ideal for software development and security audits when standard analysis fails to surface critical edge cases.

Do I need specific frameworks to perform multi-lens problem exploration?▼

No specific frameworks are required as dependencies. The approach relies on applying cognitive science, AI/ML, and design thinking techniques directly to your problem space to systematically uncover hidden requirements.