Insight

Name: Insight
Availability: InStock
Author: Pthahnix

Execute a 7-step INSIGHT pipeline to produce a validated insight chain from a gap.

393|34|Updated Feb 10, 2026

Search Tags:#validation #insight #root-cause #gap-analysis #stakeholder-mapping #tension-mining

Ready to run

npx skills add https://github.com/Pthahnix/De-Anthropocentric-Research-Engine --skill insight-pthahnix

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: Insight
Source: https://github.com/Pthahnix/De-Anthropocentric-Research-Engine/tree/main/skills/tactic/insight
Command: npx skills add https://github.com/Pthahnix/De-Anthropocentric-Research-Engine --skill insight-pthahnix

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Orchestrates a structured 7-step INSIGHT pipeline to transform research gaps into validated insights, ensuring a rigorous, repeatable analysis workflow.

Core Features & Use Cases

Orchestrates seven SOPs in sequence: root-cause drilling, stakeholder mapping, tension mining, question reformulation, abstraction laddering, assumption audit, and validation.
Outputs a validated insight chain suitable for integration into research planning and decision-making.
Handles multi-domain inputs and provides revision paths when gates fail.
Use Case: Evaluate a research gap in a domain and generate a complete insight chain that guides experiments and decisions.

Quick Start

Provide a gap input and relevant knowledge to trigger the 7-step INSIGHT pipeline and receive a validated insight chain.

Frequently Asked Questions about Insight

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

FAQPage Schema

How do I validate a research gap and drill down to its root cause?▼

To validate a research gap and drill down to its root cause, you can use a structured 7-step insight pipeline. It automates root-cause drilling, tension mining, and assumption audits to produce a validated insight chain.

What is an insight pipeline and how does stakeholder mapping work?▼

An insight pipeline is a structured workflow that transforms research gaps into validated insights through sequential steps. Stakeholder mapping within this process identifies key parties to ensure research analysis aligns with multi-domain decision-making.

How do I perform tension mining and question reformulation for research analysis?▼

You can perform tension mining and question reformulation by executing a stepwise analysis pipeline. This process extracts conflicting viewpoints from your research gap and systematically reframes the core questions for deeper abstraction.

Can I use gap analysis and assumption audits for multi-domain research planning?▼

Yes, you can use gap analysis and assumption audits for multi-domain research planning. The pipeline accepts multi-domain inputs, applying a 6-gate validation framework to ensure the resulting insight chain is rigorous and reliable.

What is the best way to structure gap data for automated insight generation?▼

The best way to structure gap data for automated insight generation is using the required Gap JSON format. Providing structured gap input alongside relevant knowledge triggers the pipeline to enforce stepwise governance and output validated insights.

What happens when validation gates fail during the insight pipeline?▼

When validation gates fail during the insight pipeline, the system provides revision paths to address the identified gaps in logic or evidence. This ensures the final output meets the quality standards enforced by the 6-gate validation framework.