LQF_Machine_Learning_E…
LQF Machine Learning Expert Guide - Routed skill for ML/Statistical Modeling with Critical Discussion Mode. Triggers on: machine…
@foryourhealth111-pixelInstall SkillAutomation
Skill
/deslop
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.
Claude Code
$ npx -y skills add foryourhealth111-pixel/Vibe-Skills --skill deslop --agent claude-code
Codex
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill deslop -a codex -y
Cursor
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill deslop -a cursor -y
Gemini CLI
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill deslop -a gemini-cli -y
GitHub Copilot
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill deslop -a github-copilot -y
OpenCode
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill deslop -a opencode -y
Windsurf
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill deslop -a windsurf -y
SKILL.md
deslop.SKILL.mdname: 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.
Remove AI Code Slop
Check the diff against main and remove all AI-generated slop introduced in this branch.
Routing Boundary
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`.
What to Remove
- Extra comments that a human wouldn't add or are inconsistent with the rest of the file
- Extra defensive checks or try/catch blocks that are abnormal for that area of the codebase (especially if called by trusted/validated codepaths)
- Casts to `any` to get around type issues
- Inline imports in Python (move to top of file with other imports)
- Any other style that is inconsistent with the file
Process
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
Ships withvibe-skills
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Questions about deslop.
- Which coding agents can use deslop?
- deslop installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.