What is the 'confidence threshold' mentioned in the documentation?

The skill performs a verification step (like grepping for references) for every finding. It only proceeds with a fix if it is at least 90% certain the code is truly unused and safe to remove.

Can I use this skill as part of a larger automated workflow?

Yes, it is designed to be invocable by quality coordinators like ln-510, typically running after a codebase audit has been completed.

How does the skill ensure my project still builds after changes?

It automatically detects your project's lint and type-check commands. After applying fixes to a file, it runs these checks; if they fail, it reverts changes to that specific file immediately.

Does this skill modify business logic or complex functions?

No. The skill is strictly limited to low-risk, small-effort items like unused imports and dead code. It explicitly skips architectural changes and complex refactoring.

Codebase Tech Debt Cleaner

Name: Codebase Tech Debt Cleaner
Author: levnikolaevich

bylevnikolaevich

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207

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개발자 도구

Automatically identifies and removes low-risk technical debt like unused imports and dead code with high confidence and safety checks.

The ln-512-tech-debt-cleaner is a specialized L3 worker skill designed for automated 'garbage collection' within a codebase. By consuming findings from audit reports, it safely eliminates unused imports, dead functions, and commented-out code blocks while ensuring build integrity through local linting and type-checking. It operates with a strict 90% confidence threshold and small-scope limitation, making it an ideal tool for maintaining high code hygiene and reducing cognitive load without risking regressions in core business logic.

주요 기능

01Safe deletion of unexported dead functions and long commented-out blocks

02High-confidence filtering (>=90%) to ensure zero regressions

03Automated removal of unused imports, variables, and deprecated aliases

04Structured git commits with detailed summaries of all applied fixes

05Integrated build verification using project-specific lint and type-check commands

06207 GitHub stars

사용 사례

01Periodic repository maintenance to keep the source code lean, readable, and professional

02Integration into automated quality pipelines to handle low-effort refactoring tasks

03Post-audit cleanup to resolve minor findings from codebase quality reports automatically

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add levnikolaevich/claude-code-skills ln-512-tech-debt-cleaner

For use in Claude.ai and ChatGPT

Download Skill