How does the complexity score work?

The analyzer uses a 1-10 scale based on factors like files affected, estimated lines of code, dependencies, and architectural impact to provide a precise difficulty rating.

How does it help with project planning?

It provides a recommended number of subtasks and suggests a distribution of effort across phases like Discovery, Implementation, and Review.

Can I use this skill manually within Claude Code?

Yes, while it runs automatically in many workflows, you can trigger it explicitly using commands like '/popkit:dev analyze' to evaluate specific tasks.

What kind of risks does the analyzer detect?

It identifies 'trigger' keywords to alert you to potential breaking changes, security-critical code, performance bottlenecks, and complex database migrations.

Does this skill recommend which AI agent to use?

Yes, it suggests specific agent profiles, such as 'code-architect' for complex tasks or 'rapid-prototyper' for trivial changes, to ensure the best output quality.

PopKit Complexity Analyzer

Name: PopKit Complexity Analyzer
Author: jrc1883

byjrc1883

•

生产力与工作流

Analyzes task and feature complexity to provide automated subtask breakdowns, risk assessments, and intelligent agent routing.

The PopKit Complexity Analyzer is a foundational engine for Claude Code that evaluates development tasks on a 1-10 scale using multiple architectural and technical factors. It streamlines project management by automatically generating recommended subtask counts, phase distributions, and identifying potential risk factors like security impacts or breaking changes. By providing data-driven insights into the scope of work, it helps developers choose the right AI agents for the job and structure their implementation strategy for maximum efficiency and reduced technical debt.

主要功能

011-10 Complexity Scoring based on 8 weighted technical factors including architectural impact.

02Proactive risk factor detection for security, performance, and breaking changes.

03Automated subtask breakdown recommendations to improve planning and prioritization.

045 GitHub stars

05Strategic phase distribution across discovery, planning, implementation, and testing.

06Intelligent agent routing suggestions tailored to the difficulty of the task.

使用场景

01Determining if a feature request requires a senior 'code-architect' agent or a 'rapid-prototyper'.

02Identifying high-risk architectural changes and security implications before writing any code.

03Automatically breaking down a complex PRD into manageable, prioritized subtasks for implementation.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jrc1883/popkit-claude pop-complexity-analyzer

For use in Claude.ai and ChatGPT

Download Skill