Agent skill · Data & Analytics

explain

Explain data flows, features, and code paths in the varun.surf application with visual diagrams and step-by-step breakdowns

majiayu000github.com/majiayu000GitHub ↗
claude-codeMIT
Install
npx skills add majiayu000/claude-skill-registry --skill explain --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 2
SKILL.md size: 5 KB
Bundled scripts: none
Path: skills/analysis/explain/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 534
Language: HTML

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# Explain Skill Explain how data flows through the system, how features work, and trace code paths with clear visualizations and step-by-step breakdowns. ## Instructions When the user asks to explain something (a feature, data flow, or component), follow this process: ### 1. Identify What to Explain Parse the user's request to determine: - **Data flow**: How data moves from source to destination (e.g., "explain how forecasts get to the frontend") - **Feature**: How a specific feature works end-to-end (e.g., "explain favorites system") - **Component**: How a specific service or class works internally (e.g., "explain AggregatorService") - **Integration**: How external APIs are integrated (e.g., "explain Windguru integration") ### 2. Gather Context Use the following tools to understand the code: - `Glob` to find relevant files - `Grep` to search for specific patterns, method calls, and references - `Read` to examine source code - `LSP` for finding definitions, references, and call hierarchies ### 3. Trace the Flow For data flows and features, trace the complete path: ``` Entry Point → Processing Steps → Output ``` Identify: - Entry points (API endpoints, scheduled tasks, user actions)

What's inside
Steps it walks through
  1. Instructions
  2. 1. Identify What to Explain
  3. 2. Gather Context
  4. 3. Trace the Flow
  5. 4. Create Visual Diagrams
  6. 5. Provide Step-by-Step Breakdown
  7. 6. Include Code References
  8. Output Format
  9. Example Topics
  10. Data Flows
  11. Features
  12. Components
  13. Integrations
  14. Notes
Ships with 1 file
  • metadata.json
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About this skill
What does the explain skill do?

Explain data flows, features, and code paths in the varun.surf application with visual diagrams and step-by-step breakdowns

How do I install it?

Run `npx skills add majiayu000/claude-skill-registry --skill explain --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

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