/lightweight-implementation-analysis-protocol

Lightweight Implementation Analysis Protocol

A Claude Code skill that enforces quick verification before implementation - just enough to guide TDD, no more.

What It Does

Before Claude creates any implementation plan or writes code, it:

1. Traces the flow - Entry point → file:line where error occurs
2. Creates simple diagram - Class.method() flow with relevant data
3. Verifies with you - "Is this correct?"

When to Use

Activate this skill when working on:

• Bug fixes
• Feature implementations
• TDD cycles
• Refactoring

Example Flow

Before (without this skill):

You: "Fix the email validation error"
Claude: "I'll update the validation to use safeParse..."
*Creates plan based on assumptions*
*Implements wrong fix*

After (with this skill):

You: "Fix the email validation error"
Claude: "Let me trace where this occurs..."

Event: user.email.updated
  ↓ (email: "invalid@")
UpdateUserEmailHandler.execute() [line 281]
  ↓
EmailValidator.parse() ← 💥 Throws here

"Is this correct?"
You: "Yes"
Claude: "Now I'll implement the fix..."
*Implements correct fix*

Philosophy

Lightweight = Fast + Accurate

• Not heavyweight analysis
• Not detailed documentation
• Just enough to know what to test
• Prevents wasted effort from guessing