deslopRemove AI-style code slop from a branch by reviewing diffs, deleting inconsistent defensive noise, and preserving behavior and local style.
Install via ClawdBot CLI:
clawdbot install BrennerSpear/deslopUse when asked to:
main) and inspect git diff .rg over added lines (comments, catches, casts, lint ignores, placeholders, debug leftovers).bun check, bun typecheck) and fix regressions.Read and apply: references/slop-heuristics.md
Generated Mar 1, 2026
A software development team uses AI tools to generate code for new features, resulting in branches with excessive defensive checks, verbose comments, and inconsistent style. This skill reviews diffs to remove AI-generated slop while preserving functionality and local conventions, ensuring clean merges into the main branch.
An enterprise modernizing a legacy system employs AI to refactor or add modules, but the generated code includes unnecessary lint ignores, placeholder text, and debug leftovers. This skill cleans up the diffs to maintain code quality and align with existing project patterns, reducing technical debt.
A startup uses AI to quickly prototype a minimum viable product, leading to code with inconsistent comments and defensive noise. This skill reviews branch diffs to remove slop, ensuring the codebase remains maintainable and adheres to team style guides as the product scales.
Contributors to an open-source project use AI to generate patches or features, but the submissions contain weird comments and unnecessary casts. This skill helps maintainers review and clean up pull requests by removing inconsistent slop while keeping valid guards, improving code acceptance rates.
Offer a subscription-based service that integrates this skill into CI/CD pipelines to automatically clean AI-generated slop from code diffs. It targets development teams using AI tools, providing reports on slop removal and ensuring consistent code quality across branches.
Provide consulting services to enterprises for integrating this skill into their development workflows. This includes customizing slop heuristics, training teams on usage, and offering ongoing support to optimize code cleanup processes in AI-assisted projects.
Develop a free tool with basic slop removal features for individual developers, with premium upgrades for advanced heuristics, team collaboration, and integration with popular version control systems. It monetizes through tiered subscriptions based on usage limits.
💬 Integration Tip
Integrate this skill into pre-commit hooks or CI pipelines to automatically review and clean AI-generated slop from code diffs, ensuring consistent code quality before merges.
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