analyze

Deliverable: A comprehensive PDF report summarizing your findings.

Updated Feb 8, 2026
One-click install
npx skills add https://github.com/idealic-ai/engine --skill analyze-idealic-ai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: analyze
Source: https://github.com/idealic-ai/engine/tree/main/skills/analyze
Command: npx skills add https://github.com/idealic-ai/engine --skill analyze-idealic-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes assets (resource) components.

What problem does it solve?

Thorough analysis of code, architecture, or topics to produce a structured research report that informs design and decision-making.

Core Features & Use Cases

  • Mode-based analysis (Explore, Audit, Improve, Custom) to match different lenses and goals.
  • Phase-driven workflow (Setup, Context Ingestion, Research Loop, Calibration, Synthesis) to structure and govern the investigation.
  • Final debrief generation using templates and standardized reporting to deliver ANALYSIS.md.

Quick Start

Start a new analysis session with the engine by running the analyze skill to ingest your project context and generate a structured research report.

Frequently Asked Questions about analyze

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

FAQPage Schema
How do I generate a structured research report for my codebase architecture?

To generate a structured research report for your codebase architecture, you run an analysis session that ingests project context and outputs a debrief-ready ANALYSIS.md file. This report applies templates and standardized reporting to inform design decisions.

What is the best way to audit an existing software architecture for improvement areas?

Auditing software architecture for improvement areas is best handled through a mode-based analysis workflow. By selecting the Audit or Improve mode, the engine applies specific lenses to evaluate your context and synthesize findings into a structured report.

Can I customize the analysis workflow for specific research topics beyond code?

Yes, you can customize the analysis workflow for specific research topics beyond code by using the Custom mode. The engine adapts its investigation phases to match your specific lens and use case, synthesizing the results into a standardized report.

How does phase-driven workflow structure the investigation of complex topics?

A phase-driven workflow structures complex topic investigation by moving through Setup, Context Ingestion, Research Loop, Calibration, and Synthesis. This structured progression governs the investigation and ensures the final report is comprehensive and calibrated.

Do I need to provide specific context formats for the analysis engine to ingest?

You need to provide project context for the analysis engine to ingest during the Context Ingestion phase. The engine loads directives, templates, and mode presets alongside your input to produce the final debrief-ready artifact.

What distinguishes mode-based analysis from a general code review?

Mode-based analysis distinguishes itself from a general code review by offering Explore, Audit, Improve, and Custom presets. These modes adapt the investigation to different lenses and goals, producing a synthesized research report rather than a simple checklist.