Lightweight Implementation Analysis Protocol

16

"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

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Third-Party Agent Skill: Review the code before installing. Agent skills execute in your AI assistant's environment and can access your files. Learn more about security

Installation for Agentic Skill

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skilz install NTCoding/claude-skillz/Lightweight Implementation Analysis Protocol
skilz install NTCoding/claude-skillz/Lightweight Implementation Analysis Protocol --agent opencode
skilz install NTCoding/claude-skillz/Lightweight Implementation Analysis Protocol --agent codex
skilz install NTCoding/claude-skillz/Lightweight Implementation Analysis Protocol --agent gemini

First time? Install Skilz: pip install skilz

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Download Agent Skill ZIP

Extract and copy to ~/.claude/skills/ then restart Claude Desktop

1. Clone the repository:
git clone https://github.com/NTCoding/claude-skillz
2. Copy the agent skill directory:
cp -r claude-skillz/lightweight-implementation-analysis-protocol ~/.claude/skills/

Need detailed installation help? Check our platform-specific guides:

Related Agentic Skills

Agentic Skill Details

Repository
claude-skillz
Type
Non-Technical
Meta-Domain
general
Primary Domain
general
Sub-Domain
github skill use
Market Score
16

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