Does this skill help with technical debt?

Yes, by categorizing tasks as 'Refactoring' and suggesting phased plans, it helps manage technical debt more systematically than direct code edits.

How does it estimate task scale?

It analyzes the number of files and components involved, categorizing tasks as small (1-2 files), medium (3-5 files), or large (6+ files) to determine the appropriate depth of documentation and process.

What is the Task Analyzer skill for Claude Code?

It is a specialized capability that helps Claude evaluate the complexity, type, and required skill set for any development task before starting work to ensure a high-quality outcome.

Can it identify hidden project dependencies?

Yes, it recognizes implicit relationships, such as identifying that a new frontend component also requires TypeScript rules and integration testing skills.

What are warning patterns in this context?

Warning patterns are risk indicators like 'implementation without tests' or 'immediate fix on error' that the skill flags to prompt the user for better engineering practices.

Task Analyzer & Skill Selector

Name: Task Analyzer & Skill Selector
Author: Tahir-yamin

byTahir-yamin

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Productividad y Flujo de Trabajo

Analyzes development tasks to determine complexity, estimate scope, and recommend optimal engineering skills for implementation.

The Task Analyzer serves as a metacognitive orchestration layer for AI-driven development, allowing Claude to evaluate the fundamental purpose of a request before execution. By categorizing tasks into types such as refactoring, design, or implementation and estimating file impact, it ensures that the most relevant best practices and sub-skills are prioritized. This skill helps developers avoid common pitfalls like scope creep or testing oversights by generating targeted metacognitive questions and detecting risky warning patterns early in the software development lifecycle.

Características Principales

01Metacognitive analysis to identify the fundamental purpose beyond surface-level work

02Tag-based skill matching against a centralized engineering skills index

033 GitHub stars

04Identification of implicit dependencies like error handling, documentation, and testing

05Automated task scale estimation based on file count and architectural impact

06Pattern recognition to flag high-risk behaviors like large unphased changes or coding without a plan

Casos de Uso

01Structuring large-scale refactoring projects into manageable, phased implementation plans

02Planning complex feature requests by determining architectural impact and required skill sets

03Scope estimation for bug fixes to ensure root cause analysis and regression testing are prioritized

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add tahir-yamin/dev-engineering-playbook task-analyzer

For use in Claude.ai and ChatGPT

Download Skill