explain

Explain code and changes using cited local repository evidence.

24|3|Updated Apr 22, 2026
One-click install
npx skills add https://github.com/HypoxanthineOvO/Hypo-Workflow --skill explain-hypoxanthineovo
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: explain
Source: https://github.com/HypoxanthineOvO/Hypo-Workflow/tree/main/skills/explain
Command: npx skills add https://github.com/HypoxanthineOvO/Hypo-Workflow --skill explain-hypoxanthineovo

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Explain questions and changes with cited local evidence from the repository, ensuring explanations stay grounded in your project's files and history.

Core Features & Use Cases

  • Evidence-first explanations: Generate clear, sourced explanations for code, configs, and recent changes using locally available files.
  • Context-aware sourcing: Read repository context, .pipeline/config.yaml, and explain-spec references to build a concise evidence package.
  • Safe, read-only operation: All actions are read-only by design; supports optional subagent handoff for separation of concerns.

Quick Start

Ask for an evidence-backed explanation of a target file or change using only local sources.

Frequently Asked Questions about explain

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

FAQPage Schema
How do I explain code changes using local repository evidence?

Code explanations with cited local evidence are generated by reading repository context, .pipeline/config.yaml, and explain-spec references. This builds a concise evidence package that grounds explanations strictly in your project's available files and history.

What is evidence-first code explanation in a repository?

Evidence-first code explanation generates clear, sourced descriptions for code, configs, and recent changes using only locally available files. This ensures explanations stay completely grounded in your project's actual repository context.

Does this read-only repository explainer modify my project files?

No, this read-only repository explainer does not modify your project files. All actions are strictly read-only by design, ensuring your code, configs, and repository history remain completely safe and unaltered during the evidence gathering process.

How do I get sourced explanations for recent git diffs?

To get sourced explanations for recent git diffs, you ask for an explanation anchored in repository context. The tool reads local files, diffs, and docs to provide a clear, evidence-backed explanation of the recent changes.

Can I use a subagent for reviewing code explanations?

Yes, you can use a subagent for reviewing code explanations. The tool supports optional subagent handoff for separation of concerns, allowing a secondary agent to review the evidence package and generated explanation.

What's the best way to explain project configs without external sources?

The best way to explain project configs without external sources is to use an evidence-first tool that reads local files and config.yaml. It builds an explanation strictly from locally available evidence, ensuring no external dependencies are needed.