explain

Explain - Deep Code Explanation

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Install skill "explain" with this command: npx skills add neversight/skills_feed/neversight-skills-feed-explain

Explain - Deep Code Explanation

Get a comprehensive explanation of code, files, directories, or architectural concepts. Automatically routes to the most relevant expert agent and uses modern CLI tools for analysis.

Arguments

$ARGUMENTS

  • <target>

  • File path, function name, class name, directory, or concept

  • --depth <shallow|normal|deep|trace>

  • Level of detail (default: normal)

  • --focus <arch|flow|deps|api|perf>

  • Specific focus area

Architecture

/explain <target> [--depth] [--focus] | +-> Step 1: Detect & Classify Target | +- File exists? -> Read it | +- Function/class? -> ast-grep to find definition | +- Directory? -> tokei for overview | +- Concept? -> rg search codebase | +-> Step 2: Gather Context (parallel) | +- structural-search skill -> find usages | +- code-stats skill -> assess scope | +- Find related: tests, types, docs | +- Load: AGENTS.md, CLAUDE.md conventions | +-> Step 3: Route to Expert Agent | +- .ts/.tsx -> typescript-expert or react-expert | +- .py -> python-expert | +- .vue -> vue-expert | +- .sql/migrations -> postgres-expert | +- agents/skills/commands -> claude-architect | +- Default -> general-purpose | +-> Step 4: Generate Explanation | +- Structured markdown with sections | +- Mermaid diagrams (flowchart/sequence/class) | +- Related code paths as file:line refs | +- Design decisions and rationale | +-> Step 5: Integrate +- Offer to save to ARCHITECTURE.md (if significant) +- Link to /save if working on related task

Execution Steps

Step 1: Detect Target Type

Check if target is a file

test -f "$TARGET" && echo "FILE" && exit

Check if target is a directory

test -d "$TARGET" && echo "DIRECTORY" && exit

Otherwise, search for it as a symbol

For files: Read directly with bat (syntax highlighted) or Read tool.

For directories: Get overview with tokei (if available):

command -v tokei >/dev/null 2>&1 && tokei "$TARGET" --compact || echo "tokei unavailable"

For symbols (function/class): Find definition with ast-grep:

Try ast-grep first (structural)

command -v ast-grep >/dev/null 2>&1 && ast-grep -p "function $TARGET" -p "class $TARGET" -p "def $TARGET"

Fallback to ripgrep

rg "(?:function|class|def|const|let|var)\s+$TARGET" --type-add 'code:*.{ts,tsx,js,jsx,py,vue}' -t code

Step 2: Gather Context

Run these in parallel where possible:

Find usages (structural-search skill):

With ast-grep

ast-grep -p "$TARGET($_)" --json 2>/dev/null | head -20

Fallback

rg "$TARGET" --type-add 'code:*.{ts,tsx,js,jsx,py,vue}' -t code -l

Find related files:

Tests

fd -e test.ts -e spec.ts -e test.py -e spec.py | xargs rg -l "$TARGET" 2>/dev/null

Types/interfaces

fd -e d.ts -e types.ts | xargs rg -l "$TARGET" 2>/dev/null

Load project conventions:

  • Read AGENTS.md if exists

  • Read CLAUDE.md if exists

  • Check for framework-specific patterns

Step 3: Route to Expert Agent

Determine the best expert based on file extension and content:

Pattern Primary Agent Condition

.ts

typescript-expert No JSX/React imports

.tsx

react-expert JSX present

.js , .jsx

javascript-expert

.py

python-expert

.vue

vue-expert

.sql , migrations/*

postgres-expert

agents/.md , skills/ , commands/*

claude-architect Claude extensions

.test. , .spec.

(framework expert) Route by file type

Other general-purpose Fallback

Invoke via Task tool:

Task tool with subagent_type: "[detected]-expert" Prompt includes:

  • File content
  • Related files found
  • Project conventions
  • Requested depth and focus

Step 4: Generate Explanation

The expert agent produces a structured explanation:

Explanation: [target]

Overview

[1-2 sentence summary of purpose and role in the system]

Architecture

[Mermaid diagram - choose appropriate type]

Flowchart (for control flow)

mermaid flowchart TD A[Input] --> B{Validate} B -->|Valid| C[Process] B -->|Invalid| D[Error] C --> E[Output]

Sequence (for interactions)

mermaid sequenceDiagram participant Client participant Server participant Database Client->>Server: Request Server->>Database: Query Database-->>Server: Result Server-->>Client: Response

Class (for structures)

mermaid classDiagram class Component { +props: Props +state: State +render(): JSX }

How It Works

Step 1: [Phase Name]

[Explanation with code references]

See: src/module.ts:42

Step 2: [Phase Name]

[Explanation]

Key Concepts

[Concept 1]

[Explanation]

[Concept 2]

[Explanation]

Dependencies

ImportPurpose
package[why it's used]

Design Decisions

Why [decision]?

[Rationale and tradeoffs considered]

Related Code

FileRelationship
path/to/file.ts:123[how it relates]

See Also

  • /explain path/to/related - [description]
  • [External docs link] - [description]

Depth Modes

Mode Output

--shallow

Overview paragraph, key exports, no diagram

--normal

Full explanation with 1 diagram, main concepts (default)

--deep

Exhaustive: all internals, edge cases, history, multiple diagrams

--trace

Data flow tracing through entire system, sequence diagrams

Shallow Example

/explain src/auth/token.ts --shallow

Output: Single paragraph + exports list.

Deep Example

/explain src/core/engine.ts --deep

Output: Full internals, algorithm analysis, performance notes, edge cases.

Trace Example

/explain handleLogin --trace

Output: Traces data flow from entry to database to response.

Focus Modes

Mode What It Analyzes

--focus arch

Module boundaries, layer separation, dependencies

--focus flow

Data flow, control flow, state changes

--focus deps

Imports, external dependencies, integrations

--focus api

Public interface, inputs/outputs, contracts

--focus perf

Complexity, bottlenecks, optimization opportunities

CLI Tool Integration

Commands use modern CLI tools with graceful fallbacks:

Tool Purpose Fallback

tokei

Code statistics Skip stats

ast-grep

Structural search rg with patterns

bat

Syntax highlighting Read tool

rg

Content search Grep tool

fd

File finding Glob tool

Check availability:

command -v tokei >/dev/null 2>&1 || echo "tokei not installed - skipping stats"

Usage Examples

Explain a file

/explain src/auth/oauth.ts

Explain a function (finds it automatically)

/explain validateToken

Explain a directory

/explain src/services/

Deep dive with architecture focus

/explain src/core/engine.ts --deep --focus arch

Trace data flow

/explain handleUserLogin --trace

Quick overview

/explain src/utils/helpers.ts --shallow

Focus on dependencies

/explain package.json --focus deps

Integration

Skill/Command Relationship

/review

Review after understanding

/testgen

Generate tests for explained code

/save

Save progress if working on related task

Persistence

After significant explanations, you may be offered:

Would you like to save this explanation?

  1. Append to ARCHITECTURE.md
  2. Append to AGENTS.md (if conventions-related)
  3. Don't save (output only)

This keeps valuable architectural knowledge in git-tracked documentation.

Notes

  • Explanations are based on code analysis, not documentation

  • Complex systems may need multiple /explain calls

  • Use --deep for unfamiliar codebases

  • Mermaid diagrams render in GitHub, GitLab, VSCode, and most markdown viewers

  • Expert agents provide framework-specific insights

Source Transparency

This detail page is rendered from real SKILL.md content. Trust labels are metadata-based hints, not a safety guarantee.

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