How does Task Analyzer select the right skills?

It extracts keywords from your task and matches them against tags in your project-local skills-index.yaml file to provide contextually relevant guidance.

What are metacognitive questions in this context?

These are AI-generated prompts that force a deeper analysis of the task, such as identifying edge cases, design validity, or potential regressions before code is written.

How do I update the skill index used by this plugin?

You can run the /sync-skills command within your project to generate or update the local .claude/skills/task-analyzer/references/skills-index.yaml file.

Can I use Task Analyzer for large-scale projects?

Yes, it specifically includes logic for 'Large' scale tasks, helping to manage cross-cutting concerns and architecture impacts across 6 or more files.

Task Analyzer & Skill Selector

Name: Task Analyzer & Skill Selector
Author: tundraray

bytundraray

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生産性とワークフロー

Performs metacognitive analysis to determine task complexity and automatically select the most relevant development skills for Claude Code.

Task Analyzer serves as a strategic planning layer that transforms vague prompts into structured development plans by identifying the fundamental 'essence' of a task. It evaluates work scale, identifies hidden dependencies, and matches task requirements against a project-local skill index to ensure Claude utilizes the most appropriate best practices. By generating metacognitive questions and detecting risky implementation patterns early, it helps developers avoid technical debt and surface-level fixes in complex production environments.

主な機能

011 GitHub stars

02Structured YAML analysis output including task essence and dependency mapping

03Automated skill matching using tag-based analysis from project-local indices

04Multi-dimensional scale estimation based on file impact and architectural scope

05Metacognitive question generation tailored to specific task types

06Warning pattern detection to flag risky implementations or missing test plans

ユースケース

01Assessing the scope and risk of bug fixes before modifying the codebase

02Decomposing complex feature requests into prioritized technical requirements

03Planning large-scale refactors by identifying cross-cutting concerns and dependencies

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add tundraray/overture task-analyzer

For use in Claude.ai and ChatGPT