architectural-forensics

Orchestrate multi-phase forensic analysis of AI agent frameworks to extract architectural patterns.

5|Updated Dec 23, 2025
One-click install
npx skills add https://github.com/Dowwie/agent_framework_study --skill architectural-forensics
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: architectural-forensics
Source: https://github.com/Dowwie/agent_framework_study/tree/main/.claude/skills/architectural-forensics
Command: npx skills add https://github.com/Dowwie/agent_framework_study --skill architectural-forensics

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill guides users through a systematic approach to deconstruct AI agent frameworks and extract reusable architectural patterns to inform the design of new systems.

Core Features & Use Cases

  • Coordination of multi-phase analysis: orchestrates data-substrate, execution-engine, cognitive architecture, and synthesis sub-skills to produce a cohesive framework analysis.
  • Cross-framework synthesis: compares multiple frameworks to identify best practices and anti-patterns.
  • Reference architecture deliverables: outputs structured reports and a reference design that can be used to bootstrap new agent systems.

Quick Start

Start a full architectural forensic analysis by launching the orchestrator, which will coordinate framework agents and generate framework reports and synthesis outputs.

Frequently Asked Questions about architectural-forensics

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

FAQPage Schema
How do I analyze AI agent frameworks to extract reusable architectural patterns?

To analyze AI agent frameworks, you orchestrate a multi-phase forensic analysis across data substrates, execution engines, and cognitive architectures. This process extracts reusable patterns to inform the design of new systems and generates a structured reference architecture.

What is the best way to compare multiple agent frameworks for a reference architecture?

The best way to compare multiple agent frameworks is through cross-framework synthesis. This identifies architectural best practices and anti-patterns across frameworks, producing structured reports and a reference design to bootstrap new agent systems.

How do I deconstruct an agent framework's cognitive architecture and execution engine?

You deconstruct an agent framework by coordinating targeted forensic sub-skills that separately analyze the cognitive architecture and execution engine. This structured workflow produces standardized outputs like codebase maps and detailed phase reports for each component.

Can I use architectural forensics to generate codebase maps for agent frameworks?

Yes, architectural forensics generates standardized codebase maps as part of its structured workflow. These maps are produced during the analysis of data substrates and execution engines to visually represent the framework's internal design.

What do I need to start a multi-framework architectural analysis?

To start a multi-framework architectural analysis, you launch the orchestrator which coordinates framework agents. The process requires no external dependencies and automatically generates framework reports and synthesis outputs from the available source data.