Do I need to be a programmer to use this skill?

No, this skill is specifically designed for non-programmers to help them translate their everyday work tasks into technical use cases that Claude Code can execute.

Can this skill help with MCP integration?

Yes, it identifies when a task requires external data and suggests specific MCP (Model Context Protocol) tools or APIs to connect Claude to your existing software stack.

What is 'Claudability'?

Claudability is a metric and framework used to determine how effectively a specific task or professional workflow can be automated or enhanced using Claude Code's autonomous capabilities.

How does the six-lens framework work?

It evaluates tasks based on Complexity, Continuity (follow-ups), Patterns (repetition), Integration (siloed data), Decisions (logic-based options), and Actions (direct automation potential).

What kind of output does the analyzer provide?

It provides a detailed breakdown of use cases, a time-saved estimate, a narrative 'Day in the Life' comparison, and a professional PDF one-pager summarizing the findings.

Claudability Analyzer

Name: Claudability Analyzer
Author: aviz85

byaviz85

•

Productivity & Workflow

Identifies and documents high-impact automation opportunities for any profession using Claude Code's autonomous capabilities.

The Claudability Analyzer acts as a specialized AI consultant that bridges the gap between everyday workflows and advanced automation. By applying a structured six-lens framework—Complexity, Continuity, Patterns, Integration, Decisions, and Actions—it evaluates professional roles to find tasks that Claude Code can handle autonomously. It translates vague job descriptions into concrete technical specifications, complete with 'Before vs. After' narratives and professional PDF one-pagers that demonstrate the tangible time-saving potential of AI integration.

Key Features

0114 GitHub stars

02Structured Six-Lens evaluation framework for objective task analysis

03Automated 'Day in the Life' narrative generation (Before vs. After)

04Technical specification mapping for MCP, API, and file-system tasks

05Professional PDF report generation via HTML templates for stakeholder sharing

06Deep Discovery questioning to uncover hidden workflow bottlenecks

Use Cases

01Non-technical professionals looking to automate repetitive administrative or operational tasks

02Operations managers assessing the ROI of AI adoption across different team roles

03AI consultants creating custom automation roadmaps and business cases for clients

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add aviz85/claude-skills-library claudability-analyzer

For use in Claude.ai and ChatGPT

Download Skill