project-insight

Analyze a codebase to produce a prioritized multi-agent project health report.

Updated Jan 17, 2026
One-click install
npx skills add https://github.com/JayKim88/claude-ai-engineering --skill project-insight
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: project-insight
Source: https://github.com/JayKim88/claude-ai-engineering/tree/main/plugins/project-insight/skills/project-insight
Command: npx skills add https://github.com/JayKim88/claude-ai-engineering --skill project-insight

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Rapidly assess codebase health by coordinating multi-agent analysis to deliver a clear, prioritized improvement plan.

Core Features & Use Cases

  • Multi-agent analysis of tech stack, project structure, and documentation to surface health signals.
  • Synthesis & prioritization of findings into an actionable report with quick wins.
  • Use Case: At kickoff, onboarding, or refactoring planning, generate a health score and recommended tasks.

Quick Start

Analyze the target project directory to generate a comprehensive health report with prioritized actions.

Frequently Asked Questions about project-insight

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

FAQPage Schema
How do I analyze a codebase to generate a project health report?▼

To analyze a codebase and generate a project health report, this Skill coordinates a parallel three-agent analysis of the tech stack, project structure, and documentation, then synthesizes the findings into a prioritized action plan with quick wins.

What is the best way to assess codebase health during onboarding or refactoring planning?▼

Assessing codebase health during onboarding or refactoring planning is best handled by running a multi-agent analysis to surface architectural health signals, producing a comprehensive health score alongside recommended tasks.

Can I use multi-agent analysis to evaluate project architecture and documentation quality?▼

Yes, you can use multi-agent analysis to evaluate project architecture and documentation quality by applying a parallel three-agent analysis phase that inspects the tech stack, structure, and docs to surface actionable health signals.

How does the synthesis step prioritize quick wins for codebase improvement?▼

The synthesis step prioritizes quick wins for codebase improvement by aggregating findings from the multi-agent analysis of project structure and documentation, delivering a prioritized action plan focused on rapid health improvements.

Does this codebase analysis require any specific dependencies or components to run?▼

No, this codebase analysis requires no specific dependencies or components to run. It independently applies a parallel three-agent analysis phase to the target project directory to generate the health report.

When should I use a multi-agent approach for codebase exploration instead of a standard review?▼

You should use a multi-agent approach for codebase exploration during initial kickoff, architectural decisions, onboarding, or quarterly health checks when you need a synthesized, prioritized action plan rather than a standard manual review.