LQF_Machine_Learning_E…
LQF Machine Learning Expert Guide - Routed skill for ML/Statistical Modeling with Critical Discussion Mode. Triggers on: machine learning, modeling,…
Remove AI-generated code slop from a branch: unnecessary comments, redundant defensive checks, boilerplate, style drift, and type casts. Use for cleanup of AI-written code, not for broad code review, security audit, TDD, or final verification.
$ npx -y skills add foryourhealth111-pixel/Vibe-Skills --skill deslop --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/deslopContext preview
The summary Claude sees to decide when to auto-load this skill.
Remove AI-generated code slop from a branch: unnecessary comments, redundant defensive checks, boilerplate, style drift, and type casts. Use for cleanup of AI-written code, not for broad code review, security audit, TDD, or final verification.
name: deslop description: Remove AI-generated code slop from a branch: unnecessary comments, redundant defensive checks, boilerplate, style drift, and type casts. Use for cleanup of AI-written code, not for broad code review, security audit, TDD, or final verification.
Check the diff against main and remove all AI-generated slop introduced in this branch.
Use this skill when the user's problem is cleanup of AI-generated code noise. If the user asks for a broad correctness/maintainability review, use `code-reviewer`. If the user asks whether existing review comments should be accepted, use `receiving-code-review`.
1. Get the diff against main: `git diff main...HEAD` 2. Review each changed file for slop patterns 3. Remove identified slop while preserving legitimate changes 4. Report a 1-3 sentence summary of what was changed
Intelligent Skill routing and workflow orchestration for AI agents — +21.12 pp reward, −29.6% tokens on SkillsBench with DeepSeekV4Flash-VE.
Repo: foryourhealth111-pixel/Vibe-Skills
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