Lightweight Implementation Analysis Protocol
"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
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
View all platforms →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
Works with 14 AI coding assistants
Cursor, Aider, Copilot, Windsurf, Qwen, Kimi, and more...
Extract and copy to ~/.claude/skills/ then restart Claude Desktop
git clone https://github.com/NTCoding/claude-skillz cp -r claude-skillz/lightweight-implementation-analysis-protocol ~/.claude/skills/ Need detailed installation help? Check our platform-specific guides:
Related Agentic Skills
JIRA Management
by SpillwaveSolutionsA comprehensive Claude Code skill for managing JIRA issues, projects, and workflows using the Atlassian MCP server.
sdd
by SpillwaveSolutionsThis skill should be used when users want guidance on Spec-Driven Development methodology using GitHub's Spec-Kit. Guide users through executable spec...
claude-agent-sdk
by varunisrani| This skill provides comprehensive knowledge for working with the Anthropic Claude Agent SDK. It should be used when building autonomous AI agents, c...
resume-tailoring
by varunr89Use when creating tailored resumes for job applications - researches company/role, creates optimized templates, conducts branching experience discover...
Agentic Skill Details
- Repository
- claude-skillz
- Type
- Non-Technical
- Meta-Domain
- general
- Primary Domain
- general
- Sub-Domain
- skill use
- Market Score
- 16.6
Browse Category
More general Agentic SkillsReport Security Issue
Found a security vulnerability in this agent skill?