scan

Analyze codebase metrics and generate tiered pricing estimates.

412|45|Updated Feb 19, 2026

Search Tags:#code analysis #pricing #software development #complexity assessment #codebase metrics #project estimation

Ready to run

npx skills add https://github.com/cwinvestments/memstack --skill scan-cwinvestments

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: scan
Source: https://github.com/cwinvestments/memstack/tree/main/skills/scan
Command: npx skills add https://github.com/cwinvestments/memstack --skill scan-cwinvestments

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps estimate the complexity and cost of software projects by analyzing codebase metrics and factoring in various project components.

Core Features & Use Cases

Codebase Analysis: Calculates file counts, lines of code (LOC), and identifies key components like pages, API endpoints, and database tables.
Complexity Assessment: Assigns a complexity tier (Simple, Medium, Complex, Enterprise) based on project size.
Pricing Recommendations: Generates a three-tier pricing structure (Budget, Standard, Premium) considering additional features like authentication, payments, and responsiveness.
Use Case: When a client asks for a quote on a new web application, this skill provides a data-driven estimate.

Quick Start

Use the scan skill to analyze the AdminStack project and estimate pricing.

Frequently Asked Questions about scan

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

FAQPage Schema

How do I estimate software development cost based on codebase complexity?▼

To estimate software development cost based on codebase complexity, you can analyze file counts, lines of code, and architectural components to generate tiered pricing structures. This approach quantifies project scope and adjusts estimates for features like authentication and payments.

What metrics are used for codebase analysis and project scope estimation?▼

Codebase analysis for project scope estimation typically uses file counts, lines of code (LOC), and counts of key components like pages, API endpoints, and database tables. These metrics help assign a complexity tier ranging from Simple to Enterprise.

How do I generate tiered pricing recommendations for a web application project?▼

To generate tiered pricing recommendations for a web application, you assess codebase complexity and factor in additional features like authentication, payment processing, and responsiveness. This yields a three-tier pricing structure: Budget, Standard, and Premium.

Can I assess project complexity for an enterprise codebase using automated metrics?▼

Yes, you can assess project complexity for an enterprise codebase by calculating automated metrics such as lines of code and API endpoints. The assessment categorizes the project into Simple, Medium, Complex, or Enterprise tiers based on the overall size.

Does codebase size directly affect software project pricing estimates?▼

Codebase size directly affects software project pricing estimates by establishing a baseline complexity tier. Larger file and line counts increase the tier, while specific features like payment processing further adjust the final Budget, Standard, or Premium pricing.

What is the best way to provide a data-driven quote for a new software project?▼

The best way to provide a data-driven quote for a new software project is to analyze codebase metrics alongside feature requirements. Quantifying scope through file counts and adjusting for features like authentication ensures objective pricing estimates.