Does this skill modify my project source code?

No, it only reads your code to perform analysis and updates the pull request description on GitHub. It also creates a local directory for report storage.

How does the analyst:impact skill access my GitHub PRs?

The skill utilizes the GitHub CLI (gh) and bash tools to retrieve PR metadata and diffs, allowing it to perform deep analysis without manual input.

What is the difference between the business and technical reports?

The business report focuses on user experience, functional changes, and high-level risks, while the technical report provides metrics on classes, security, performance, and test coverage.

Does it work with any programming language?

Yes, while it has specific logic for analyzing PHP, JS, and templates, its general impact analysis applies to any code modified in a GitHub PR.

Where are the impact reports stored?

Reports are appended to the GitHub PR description within specific tags and saved locally in the .analysis-reports/ directory for easy reference.

GitHub PR Impact Analyst

Name: GitHub PR Impact Analyst
Author: atournayre

byatournayre

0•

Collaboration Tools

Generates comprehensive business and technical impact reports for GitHub pull requests and automatically updates the PR description.

The GitHub PR Impact Analyst is a specialized skill designed to automate the evaluation of code changes within pull requests. It provides a dual-perspective analysis: a business report highlighting functional changes, user experience impact, and potential risks, alongside a technical report detailing architectural shifts, security implications, and test coverage. By integrating these insights directly into the GitHub PR description and archiving them locally, it streamlines the code review process, improves stakeholder communication, and ensures high-quality documentation for every merge.

Key Features

01Local report archiving in a dedicated directory for historical tracking.

02Direct integration with GitHub CLI to update PR descriptions automatically.

03Deep inspection of tests, templates, and configuration changes.

04Detailed technical metrics including architecture, security, and dependency analysis.

05Automated generation of business-focused reports covering UX and functional risks.

060 GitHub stars

Use Cases

01Bridging the gap between developers and product managers with automated functional change summaries.

02Auditing technical debt and security risks before merging critical infrastructure changes.

03Streamlining code reviews by providing reviewers with an instant summary of technical and business impact.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add atournayre/claude-personas impact

For use in Claude.ai and ChatGPT