assess

Automate codebase health checks with nine specialist evaluations and a CTO report.

5|1|Updated Mar 30, 2026

Search Tags:#health check #CTO #technical review #codebase assessment #architectural compliance

Ready to run

npx skills add https://github.com/jstoup111/ai-conductor --skill assess-jstoup111

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: assess
Source: https://github.com/jstoup111/ai-conductor/tree/main/skills/assess
Command: npx skills add https://github.com/jstoup111/ai-conductor --skill assess-jstoup111

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill offers a thorough evaluation of your codebase, assessing various dimensions of its health, security, and performance, helping you identify issues before they become blockers.

Core Features & Use Cases

Full Health Assessment: Conducts a comprehensive assessment with 9 specialized agents and a CTO orchestrator.
Selective Scans: Runs single specialist evaluations if focused on specific areas such as security or data integrity.
Verification: Validates that the codebase's structure aligns with documented architectural decisions.

Quick Start

Run the /assess command to evaluate your entire codebase for health, or /assess --area security for a security-focused assessment.

Frequently Asked Questions about assess

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

FAQPage Schema

How do I run a comprehensive codebase health check to identify security and architectural issues?▼

Run a comprehensive codebase health check using the `/assess` command to evaluate security, data integrity, dependencies, and architectural compliance. This deploys 9 specialized agents and a CTO orchestrator to identify critical findings and ensure your codebase aligns with documented architectural decisions.

Can I perform a security-focused codebase assessment instead of a full review?▼

Yes, you can perform a security-focused codebase assessment by running `/assess --area security`. This executes a selective scan using a single specialist agent, allowing you to target specific areas like security or data integrity without running the full 9-agent evaluation.

What is codebase architectural compliance verification and how does it work?▼

Architectural compliance verification validates that your codebase structure aligns with documented architectural decisions. The assessment checks your codebase against established design standards, identifying critical deviations and structural issues before they become blockers.

What is the best way to evaluate codebase dependencies and data integrity automatically?▼

The best way to evaluate codebase dependencies and data integrity automatically is through a parallel evaluation using 9 specialized agents. This comprehensive health check identifies critical findings across multiple dimensions and generates a final report orchestrated by a CTO-level agent.

Does this codebase assessment tool require any external dependencies or scripts to run?▼

No external dependencies are required to run this codebase assessment. The Skill operates independently using its internal scripts and references to execute parallel evaluations across 9 specialized agents and deliver a final CTO-orchestrated report.

When should I avoid running a full codebase health assessment?▼

You should avoid running a full codebase health assessment when you only need to evaluate a single specific area. Instead of deploying all 9 specialists, use the selective scan feature with the `--area` flag to target individual domains like security or data integrity for faster results.