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General coding32k · #6246

diff-risk-explainer

Helps your agent explain small code changes. It describes what was altered in a simple way.

What it does

This tool simply explains what changed in a piece of code. It summarizes the modifications so you can understand them quickly.

When to use it

  • ✓When you receive new code and want to know what was altered.
  • ✓When reviewing code and needing a quick summary of changes.
  • ✓To understand the impact of a small modification in a program.

Example of what to ask your AI

“Explain the changes in this code: [paste code here]”

Want more? Open the sections below.

How to use

The easiest way: copy the message below and paste it into Claude, ChatGPT, Cursor or any AI. It reads the skill and follows the instructions.

Skill link

https://github.com/topoteretes/cognee/blob/main/examples/demos/feedback/skill_feedback_loop/skills/diff-risk-explainer/SKILL.md

Ready-to-paste message

Use this skill to help me: https://github.com/topoteretes/cognee/blob/main/examples/demos/feedback/skill_feedback_loop/skills/diff-risk-explainer/SKILL.md Read the SKILL.md file at that link and follow its instructions for my task.
How it works

The tool reads the lines of code that were added, removed, or modified. Then, it creates a concise summary of these changes.

Installation

Easiest way: copy the skill link and paste it into Claude, ChatGPT or Cursor asking it to follow the instructions.

In the terminal (Claude Code, Codex, Cursor), in your project folder:

npx skills add topoteretes/cognee --skill diff-risk-explainer

Or download just the file:

curl -L https://raw.githubusercontent.com/topoteretes/cognee/main/examples/demos/feedback/skill_feedback_loop/skills/diff-risk-explainer/SKILL.md -o SKILL.md
Technical content (original SKILL.md)

Original text by the author, straight from GitHub.

diff-risk-explainer

Explain what changed in the diff. Keep it short.

FAQ

What is a 'diff'?

A 'diff' is a comparison between two versions of a file, showing the differences between them.

Why is it important to understand code changes?

Understanding changes helps ensure the code works as expected, identify potential errors, and keep track of the project.

Does this tool explain large changes?

It's designed to explain small changes. For very extensive modifications, the summary might not be as detailed.

Details

Original description by the author

Use to briefly explain small code diffs.

repo: topoteretes/cognee

Popularity

GitHub stars
32k
Ranking position
#6246
License
Apache-2.0
Updated
10/16/2026

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