> Note: This skill has been adapted from claude-skillz
Scanned 9/2/2026
Install to Claude Code
npx -y skills add majiayu000/claude-skill-registry --skill implementation-analysis --agent claude-codeInstalls into .claude/skills of the current project.
Are you the author of Implementation Analysis?
Add the live security badge to your README — it updates automatically with every re-scan.
[](https://www.skillsdirectory.com/skills/majiayu000-implementation-analysis)More formats (shields.io, HTML) on the badges page.
---
name: implementation-analysis
description: '> Note: This skill has been adapted from claude-skillz'
---
---
name: Lightweight Implementation Analysis Protocol
description: This skill should be used when fixing bugs, implementing features, debugging issues, or making code changes. Ensures understanding of code flow before implementation by: (1) Tracing execution path with specific file:line references, (2) Creating lightweight text diagrams showing class.method() flows, (3) Verifying understanding with user. Prevents wasted effort from assumptions or guessing. Triggers when users request: bug fixes, feature implementations, refactoring, TDD cycles, debugging, code analysis.
---
# GitHub Copilot Skill: implementation-analysis
> **Note:** This skill has been adapted from [claude-skillz](https://github.com/NTCoding/claude-skillz)
> for use with GitHub Copilot Agent Skills.
---
# Lightweight Implementation Analysis Protocol
Quick understanding before implementation - **just enough to guide TDD, no more**.
## When This Activates
Before creating implementation plans, fix plans, or TDD cycles for bugs/features.
## The Protocol (3 Quick Steps)
### 1. Trace the Flow
Answer these:
- Which event/request triggers this?
- Which file:line handles it?
- Where does the error occur (file:line)?
### 2. Quick Diagram
Simple class.method() flow with relevant data:
```
Event: EventName
↓ (contains: relevant fields)
Class.method() [file:line]
↓ (what it does)
Class.method() [file:line] ← 💥 Error here
↓
Result: What happens
```
**Keep it short** - 5-10 lines max.
### 3. Verify
Ask: "Here's the flow: [diagram]. Correct?"
Wait for confirmation, then proceed.
## Example
```
Problem: Email validation failing
Event: user.email.updated
↓ (email: "invalid@")
UpdateUserEmailHandler.execute() [line 281]
↓ (validates email format)
EmailValidator.parse() [line 289] ← 💥 Throws ValidationError
↓
Result: Error response
Current: Throws
Should: Use safeParse(), return validation error
```
## Rules
- **Keep it lightweight** - This isn't detailed planning, just enough to know what to test
- **Be specific** - File:line, not abstractions
- **Get confirmation** - Don't proceed without it
- **Skip for trivial changes** - Typos, formatting, docs
## Anti-Pattern
❌ **WRONG**: "I'll fix the validation. Here's my plan..."
✅ **RIGHT**: "Let me trace where the error occurs... [diagram]. Correct?"
Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.
No comments yet. Be the first to comment!