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.