analyze

Analyze codebases for reliability, performance, and architectural risks.

3|2|Updated Apr 3, 2026
One-click install
npx skills add https://github.com/fluxforgeai/ARTEMIS --skill analyze-fluxforgeai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: analyze
Source: https://github.com/fluxforgeai/ARTEMIS/tree/main/.claude/skills/analyze
Command: npx skills add https://github.com/fluxforgeai/ARTEMIS --skill analyze-fluxforgeai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Provides structured, proactive system analysis to surface reliability, performance, and architectural risks that are often missed by reactive incident response. It helps teams discover recurring patterns across incidents, prioritize technical risk, and decide when a finding requires a design-level escalation versus a point fix.

Core Features & Use Cases

  • Discovery-driven System Mapping: Scans code, docs, and artifacts to build or refresh a system map before any deep analysis.
  • Multi-mode Analysis: Run health assessments, pattern recognition across incidents, component deep dives, risk scoring, and architecture reviews with interactive checkpoints.
  • Design Escalation & Reporting: Detects when issues need architectural redesign, offers inline trade-offs, and recommends running a deeper /design workflow; produces structured Markdown reports for tracking and handoff.
  • Use Case: Run a patterns analysis on the last 30 days of incidents to identify a recurring timeout hotspot, escalate it for design trade-offs, and generate a prioritized findings report for the engineering team.

Quick Start

Run a full system health assessment focusing on reliability and observability and save the results to docs/analysis.

Frequently Asked Questions about analyze

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

FAQPage Schema
How do I identify recurring incident patterns in my codebase?

To identify recurring incident patterns, run a pattern recognition analysis across your codebase and incident artifacts. This process scans historical incidents to detect recurring hotspots, scores risks, and produces a structured Markdown report with actionable findings.

What is a system health assessment for software architecture?

A system health assessment is a strategic analysis that scans code, docs, and artifacts to surface reliability, performance, and architectural risks. It builds a discovery-driven system map to evaluate structural health proactively rather than reacting to incidents.

How do I perform an architecture review with interactive checkpoints?

You perform an architecture review with interactive checkpoints by running a multi-mode analysis across your repository. This assesses architectural risks inline, evaluates design trade-offs, and determines whether a finding requires a design-level escalation or a point fix.

When do I need to escalate a codebase risk for architectural redesign?

You need to escalate a codebase risk for architectural redesign when analysis detects systemic issues requiring design-level trade-offs rather than point fixes. The system flags these scenarios, recommends a deeper design workflow, and generates an escalation report.

Can I analyze project documentation and code files without external dependencies?

Yes, you can analyze project documentation and code files without external dependencies. The system requires read access to project files and incident artifacts to search code, build a system map, and generate structured Markdown reports independently.

What is the best way to generate a structured risk assessment report in Markdown?

The best way to generate a structured risk assessment report is to run a comprehensive system analysis that scores risks and detects patterns. This produces a prioritized Markdown document with escalation recommendations suitable for tracking and team handoff.