analyze

Analyze ambiguous investigative problems with structured analytic techniques and cited evidence.

48|5|Updated Apr 15, 2026
One-click install
npx skills add https://github.com/assafkip/huntkit --skill analyze-assafkip
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: analyze
Source: https://github.com/assafkip/huntkit/tree/main/skills/structured-analysis
Command: npx skills add https://github.com/assafkip/huntkit --skill analyze-assafkip

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It helps you make defensible decisions when the answer is unclear, the evidence is mixed, or multiple explanations compete.

Core Features & Use Cases

  • Structured hypothesis testing: Compare competing explanations instead of settling on the first plausible answer.
  • Adversarial stress-testing: Challenge assumptions, search for contradictions, and identify blind spots before you finalize a judgment.
  • Evidence-backed reporting: Produce cited assessments, monitoring plans, and iteration-ready analysis artifacts for research, intelligence, and high-stakes decision support.

Quick Start

Use the analyze skill to clarify the question, test assumptions, and produce a cited assessment.

Frequently Asked Questions about analyze

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

FAQPage Schema
How do I test competing hypotheses in intelligence analysis?▼

Structured analytic techniques clarify ambiguous investigative problems by applying evidence-based reasoning, scenario building, and adversarial stress-testing to ensure defensible decision support.

Can I use structured analysis for OSINT and threat assessment research?▼

Structured analysis applies to OSINT, threat assessment, and due diligence by tracking cited evidence, identifying blind spots, and producing iteration-ready assessments for high-stakes research tasks.

How do I write an evidence-backed intelligence report with confidence calibration?▼

Structured analysis applies to OSINT, threat assessment, and due diligence by tracking cited evidence, identifying blind spots, and producing iteration-ready assessments for high-stakes research tasks.

What is the best way to challenge assumptions in an investigative analysis?▼

Evidence-backed report generation requires cited evidence tracking, iterative artifact creation, assumptions documentation, and confidence calibration to produce defensible analytical judgments.

Does structured analysis work for ambiguous problems with mixed evidence?▼

Adversarial stress-testing challenges assumptions by actively searching for contradictions and identifying blind spots before finalizing a judgment, ensuring your analysis remains defensible.