layman

Summarize code changes in plain English for product and design stakeholders.

Updated Feb 8, 2026

Search Tags:#product-management #summarize #stakeholders #code-changes #plain-english #pr-diff #layman

Ready to run

npx skills add https://github.com/ckallum/calsuite --skill layman

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: layman
Source: https://github.com/ckallum/calsuite/tree/main/skills/layman
Command: npx skills add https://github.com/ckallum/calsuite --skill layman

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill translates technical code changes into plain-English summaries that non-technical teammates like PMs and designers can understand.

Core Features & Use Cases

Converts PR diffs, commits, and file changes into concise, readable summaries.
Reads final review state to reflect the latest approved changes.
Generates language suitable for stakeholders (PMs, designers, leadership).

Quick Start

Provide a plain-English summary of the latest code changes described in the current PR or branch.

Frequently Asked Questions about layman

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I summarize code changes in plain English for non-technical stakeholders?▼

To summarize code changes in plain English, apply this tool to PRs, commits, or branches. It reads the final diff and PR description to output a concise, non-technical narrative for quick decision-making by PMs and designers.

What is the best way to translate PR diffs into a readable format for product managers?▼

Translating PR diffs into a readable format for product managers involves reading the final review state and approved commits. The output is an accessible narrative that converts technical file changes into concise language suitable for stakeholders.

Can I generate a non-technical summary from a branch diff?▼

Yes, you can generate a non-technical summary from a branch diff. The process reads the final file changes across software projects and produces a plain-English narrative designed to help stakeholders quickly understand the code changes.

Does the summary reflect the latest approved commits in a pull request?▼

Yes, the summary reflects the latest approved commits in a pull request. It reads the final review state to ensure the output accurately mirrors the approved file changes, providing an up-to-date narrative for quick decision-making.

How do I communicate code changes to designers without technical jargon?▼

To communicate code changes to designers without technical jargon, process the PR or branch diff to generate a concise, plain-English summary. This converts the technical file changes into an accessible narrative suited for non-technical teammates.

What types of software project changes can be converted into a stakeholder summary?▼

Pull request diffs, commits, branches, and file changes across software projects can be converted into a stakeholder summary. The output translates these technical code changes into plain English, producing a concise narrative for product and design stakeholders.