How does this skill help with GitHub project management?

It uses the GitHub MCP server to programmatically fetch issue descriptions, comments, and linked issues, converting raw discussions into structured technical requirements.

Can this skill identify potential security vulnerabilities?

Yes, it includes a dedicated security assessment phase that reviews input validation, data sensitivity, and API security needs against a standardized checklist.

What is the primary output of a Feature Analysis session?

The skill produces a detailed Markdown report containing a requirements summary, recommended technical approach, dependency map, security risk level, and effort estimate.

Does it check for library version conflicts?

The skill utilizes specific analysis scripts to map external and internal dependencies, highlighting potential version mismatches or maintenance burdens.

Feature Analysis & Scoping

Name: Feature Analysis & Scoping
Author: matteocervelli

bymatteocervelli

•

Collaboration Tools

Analyzes feature requirements, technical dependencies, and security risks directly from GitHub issues to streamline implementation planning.

The Feature Analysis skill provides a systematic framework for Claude to evaluate new feature requests before development begins. By integrating directly with GitHub via MCP, it extracts functional requirements and acceptance criteria, maps them against the existing technical stack, and identifies potential dependency conflicts. The skill ensures high-quality output by generating a structured analysis report that covers security implications, scope boundaries, and effort estimates, helping developers avoid architectural pitfalls and security oversights early in the development lifecycle.

Key Features

0115 GitHub stars

02Dependency mapping and conflict detection using automated scripts

03Structured implementation reports with effort estimation and MVP scoping

04Automated requirement extraction from GitHub issues and discussion threads

05Comprehensive technical stack evaluation and project compatibility checks

06Systematic security risk assessment and mitigation planning

Use Cases

01Performing pre-implementation security audits for new functional requirements

02Conducting impact analysis to identify how new features affect existing modules

03Transforming high-level GitHub issues into detailed technical specifications

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add matteocervelli/llms analysis

For use in Claude.ai and ChatGPT

Download Skill