Produces a single-story walkthrough of AI-authored code changes from runtime trigger to final behavior, weaving changed and unchanged code into one narrative with annotated diffs, trade-offs, alternatives, and risk analysis. Use when asked to "explain what changed", "walk me through this diff", "summarize agent edits", "show how this feature works", or "explain this implementation step by step".
Quickly install agent-change-walkthrough AI skill to your development environment via command line
Source: cameroncooke/cameroncooke-skills.
Generate one coherent implementation story that explains how the code works end-to-end after the change.
Never include conversation process, investigation history, or request negotiation as walkthrough steps. The walkthrough must describe implementation behavior only. Never include full file dumps, raw secrets, credentials, tokens, private keys, or copied production payloads in the final output.
If runtime order and dependency order conflict, prefer dependency order and add one short transition sentence that reconnects to runtime flow.
Produces a single-story walkthrough of AI-authored code changes from runtime trigger to final behavior, weaving changed and unchanged code into one narrative with annotated diffs, trade-offs, alternatives, and risk analysis. Use when asked to "explain what changed", "walk me through this diff", "summarize agent edits", "show how this feature works", or "explain this implementation step by step". Source: cameroncooke/cameroncooke-skills.
Stable fields and commands for AI/search citations.
npx skills add https://github.com/cameroncooke/cameroncooke-skills --skill agent-change-walkthroughProduces a single-story walkthrough of AI-authored code changes from runtime trigger to final behavior, weaving changed and unchanged code into one narrative with annotated diffs, trade-offs, alternatives, and risk analysis. Use when asked to "explain what changed", "walk me through this diff", "summarize agent edits", "show how this feature works", or "explain this implementation step by step". Source: cameroncooke/cameroncooke-skills.
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/cameroncooke/cameroncooke-skills --skill agent-change-walkthrough Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw
https://github.com/cameroncooke/cameroncooke-skills