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cccskills
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explain

Explain code, design concepts, and system behavior at a chosen level of detail. Get a brief overview or a deeper walkthrough covering execution flow, design choices, alternatives, usage examples, and related code.

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Explain code, concepts, or system behavior with adjustable depth levels

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适用场景

  • Understanding an unfamiliar file or function
  • Tracing authentication or data flow
  • Comparing design choices and alternatives
  • Learning code patterns at your experience level

包含的文件(1)

  • SKILL.md3.8 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

Code explainer

Explain code, concepts, or system behavior with adjustable depth levels.

Purpose

Get clear explanations of:

  • How specific code works
  • Why certain patterns are used
  • What a system/module does
  • Architectural decisions and trade-offs

Instructions

Step 1: Determine scope

Identify what needs explanation:

  • File: Entire file structure and purpose
  • Function/Method: Specific implementation details
  • Concept: Architectural pattern or design decision
  • Flow: How data/control moves through the system

Step 2: Assess complexity

Simple (1-2 min read)     → Quick summary, key points only
Standard (3-5 min read)   → Purpose, how it works, key decisions
Deep (10+ min read)       → Full breakdown, alternatives, trade-offs

Step 3: Gather context

# For file explanations
head -50 "$FILE"  # See imports and structure

# For function explanations
grep -A 30 "function $NAME\|def $NAME\|fn $NAME" "$FILE"

# For module explanations
ls -la "$DIR"
cat "$DIR/index.ts" 2>/dev/null || cat "$DIR/__init__.py" 2>/dev/null

Step 4: Structure the explanation

Output format


📖 Explanation: [Target]

Scope: [file/function/concept/flow] Depth: [simple/standard/deep]

What it does

[1-3 sentences describing the purpose]

How it works

[Step-by-step breakdown appropriate to depth level]

Key decisions

DecisionWhyAlternative
[choice made][reasoning][what else could work]

Example usage

// How to use this correctly

Related code

  • path/to/related.ts - [relationship]
  • path/to/dependency.ts - [relationship]

💡 Learning Notes (if --learn flag)

[Additional context for understanding the broader pattern]


Depth levels

Simple (/explain --simple)

**validateUser()** checks if the user object has required fields
(email, password) and returns a boolean. Uses regex for email format.

Standard (/explain - default)

**validateUser(user: User): ValidationResult**

**Purpose**: Validates user input before database operations.

**Flow**:
1. Check required fields exist (email, password)
2. Validate email format with regex
3. Check password meets requirements (8+ chars, special char)
4. Return { valid: boolean, errors: string[] }

**Used by**: signup(), updateProfile()

Deep (/explain --deep)

[All of standard, plus:]

**Design Decisions**:
- Returns ValidationResult instead of throwing to allow batch validation
- Regex chosen over library for zero dependencies
- Password rules configurable via config.ts

**Trade-offs**:
- Pro: Fast, no dependencies
- Con: Regex email validation isn't RFC-compliant

**Alternatives Considered**:
- Zod schema: More powerful but adds 50KB
- Class-validator: Better for decorators but OOP-heavy

Usage examples

Explain a file:

/explain src/auth/middleware.ts

Explain a function:

/explain the handleWebhook function in payments.ts

Explain a concept:

/explain how our event sourcing works

Explain with specific depth:

/explain --deep the authentication flow
/explain --simple what useCallback does

Explain for learning:

/explain --learn the repository pattern used here

Tips

  1. Be specific: "Explain line 45-60" > "Explain this file"
  2. State your level: "I'm new to TypeScript" helps calibrate
  3. Ask follow-ups: "Why not use X instead?" deepens understanding
  4. Request analogies: "Explain like I'm familiar with Python but not TS"

$ARGUMENTS

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