Task Analyzer

Task Analyzer is an AI Engineering skill for Claude Code, published by shinpr in ai-coding-project-boilerplate.

227 stars25 forkson shinpr/ai-coding-project-boilerplateAdded 2026/09/03Repository updated 2026/09/01

agent-skillsagentic-aiagentic-workflowai-agentsanthropicboilerplateclaude-codecontext-engineeringdeveloper-toolsllm-orchestrationproductivityquality-gatestypescript

Install in seconds

Install Task Analyzer

Copy Task Analyzer into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/shinpr/ai-coding-project-boilerplate/tree/main/.claude/skills-en/task-analyzer ~/.claude/skills/task-analyzer

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/shinpr/ai-coding-project-boilerplate.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: .claude/skills-en/task-analyzer/SKILL.md in shinpr/ai-coding-project-boilerplate
Installs to: ~/.claude/skills/task-analyzer
Collection: One of 25 skills cataloged from this repository
Category: AI Engineering — 2793 skills

What Task Analyzer does

Task Analyzer classifies task intent, change risk, and execution scale before selecting skills from the project index. Use it when starting work, routing a task, estimating scope, or choosing skills.

Task Analyzer is cataloged under AI Engineering on DirSkills. Task Analyzer comes from a repository tagged agent-skills, agentic-ai, agentic-workflow, ai-agents and anthropic.

Documentation

README

Excerpt

Surface Work	Fundamental Purpose
"Fix this bug"	Problem solving, root cause analysis
"Implement this feature"	Feature addition, value delivery
"Refactor this code"	Quality improvement, maintainability
"Update this file"	Change management, consistency

Key Questions:

What problem are we really solving?
What is the expected outcome?
What could go wrong if we approach this superficially?

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Task Analyzer

What else does shinpr publish alongside Task Analyzer?
Task Analyzer is one of 25 skills that DirSkills catalogs from shinpr/ai-coding-project-boilerplate, the repository it ships in. Its siblings there include Coding Standards, Coding Standards and Create Skill. Each one is a separate skill with its own page in this directory, installs the same way Task Analyzer does, and is maintained by shinpr in that same repository. The rest of the collection is listed on the shinpr/ai-coding-project-boilerplate page.
How does Task Analyzer compare to other AI Engineering skills?
Task Analyzer ranks #2518 by stars among the 2793 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Task Analyzer against them. Open each page to compare what they document and how they install.