library-first-eval

Audit Rust codebases for custom implementations of known library solutions.

Updated May 4, 2026
One-click install
npx skills add https://github.com/cjohnhanson/almanac --skill library-first-eval
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: library-first-eval
Source: https://github.com/cjohnhanson/almanac/tree/main/skills/library-first-eval
Command: npx skills add https://github.com/cjohnhanson/almanac --skill library-first-eval

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill audits for custom code that reimplements known solutions, helping maintainers avoid potential maintenance liabilities and improve overall code quality.

Core Features & Use Cases

  • Audit Custom Code: Identifies code in modules that might be better served by existing libraries or open-source solutions.
  • Scans Project Dependencies: Compares project code against direct and indirect dependencies to find potential redundancies.
  • Ratings and Recommendations: Flags issues with a severity rating and suggests replacements from existing libraries or frameworks.
  • Use Case: Use this Skill after major feature work to check for any custom implementations of solved problems that can be replaced for better maintainability.

Quick Start

Run the library-first-eval skill to audit the current project for potentially unnecessary custom code.

Frequently Asked Questions about library-first-eval

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

FAQPage Schema
How do I audit my Rust codebase for custom implementations of solved problems?

To audit a Rust codebase for custom code, run a library-first evaluation to scan modules against direct and indirect dependencies. This identifies homegrown implementations of known solutions and suggests existing library replacements to improve maintainability.

What is library-first code assessment and when do I need it?

Library-first code assessment is an audit comparing project code against dependencies to flag unnecessary custom implementations. You need it after major feature work to catch redundant homegrown code that creates maintenance liabilities and can be replaced by existing libraries.

Does library-first-eval work without Cargo for dependency management?

No, library-first evaluation requires Cargo for dependency management and a Rust codebase for execution. The Skill scans direct and indirect dependencies through Cargo to identify custom code that could be replaced by existing libraries.

How do I check if my Rust modules duplicate existing library functionality?

Run an audit against your project dependencies to compare module code with direct and indirect libraries. The audit flags redundant custom implementations with severity ratings and suggests specific library alternatives to replace the duplicated functionality.

What's the best way to reduce maintenance liabilities from homegrown code in Rust?

The best way to reduce maintenance liabilities is auditing your Rust codebase against existing dependencies to find custom implementations of solved problems. Replacing flagged homegrown code with established libraries improves code quality and reduces long-term maintenance burden.

When should I not replace custom code with library alternatives?

The audit provides severity ratings for flagged custom implementations to help you decide when not to replace custom code. Low-severity cases or code requiring highly specific behavior may not warrant replacement if the maintenance liability is minimal compared to integration effort.