
Ai Slop Cleaner
Strip AI-generated bloat—dead code, wrappers, duplication—while locking behavior with tests and a plan, including optional reviewer-only `--review` mode.
Install
npx skills add https://github.com/yeachan-heo/oh-my-claudecode --skill ai-slop-cleanerWhat is this skill?
- Deletion-first cleanup that preserves intended behavior unless the user explicitly requests changes
- Locks behavior with focused regression tests before editing when practical
- Requires a written cleanup plan before code edits
- Supports reviewer-only anti-slop pass via `--review`
- Explicit OMC triggers: `deslop`, `anti-slop`, and `AI slop`
Adoption & trust: 460 installs on skills.sh; 36k GitHub stars; 3/3 security scanners passed (skills.sh audits); trending (+100% hot-view momentum).
Recommended Skills
Journey fit
Ship → review is the primary shelf because the workflow is bounded cleanup and anti-slop review after implementation, not greenfield build. Review captures deletion-first simplification with regression protection before you merge or ship.
Common Questions / FAQ
Is Ai Slop Cleaner safe to install?
skills.sh reports 3 of 3 security scanners passed. Review the Security Audits panel on this page before installing in production.
SKILL.md
READMESKILL.md - Ai Slop Cleaner
# AI Slop Cleaner Use this skill to clean AI-generated code slop without drifting scope or changing intended behavior. In OMC, this is the bounded cleanup workflow for code that works but feels bloated, repetitive, weakly tested, or over-abstracted. ## When to Use Use this skill when: - the user explicitly says `deslop`, `anti-slop`, or `AI slop` - the request is to clean up or refactor code that feels noisy, repetitive, or overly abstract - follow-up implementation left duplicate logic, dead code, wrapper layers, boundary leaks, or weak regression coverage - the user wants a reviewer-only anti-slop pass via `--review` - the goal is simplification and cleanup, not new feature delivery ## When Not to Use Do not use this skill when: - the task is mainly a new feature build or product change - the user wants a broad redesign instead of an incremental cleanup pass - the request is a generic refactor with no simplification or anti-slop intent - behavior is too unclear to protect with tests or a concrete verification plan ## OMC Execution Posture - Preserve behavior unless the user explicitly asks for behavior changes. - Lock behavior with focused regression tests first whenever practical. - Write a cleanup plan before editing code. - Prefer deletion over addition. - Reuse existing utilities and patterns before introducing new ones. - Avoid new dependencies unless the user explicitly requests them. - Keep diffs small, reversible, and smell-focused. - Stay concise and evidence-dense: inspect, edit, verify, and report. - Treat new user instructions as local scope updates without dropping earlier non-conflicting constraints. ## Scoped File-List Usage This skill can be bounded to an explicit file list or changed-file scope when the caller already knows the safe cleanup surface. - Good fit: `oh-my-claudecode:ai-slop-cleaner skills/ralph/SKILL.md skills/ai-slop-cleaner/SKILL.md` - Good fit: a Ralph session handing off only the files changed in that session - Preserve the same regression-safe workflow even when the scope is a short file list - Do not silently expand a changed-file scope into broader cleanup work unless the user explicitly asks for it ## Ralph Integration Ralph can invoke this skill as a bounded post-review cleanup pass. - In that workflow, the cleaner runs in standard mode (not `--review`) - The cleanup scope is the Ralph session's changed files only - After the cleanup pass, Ralph re-runs regression verification before completion - `--review` remains the reviewer-only follow-up mode, not the default Ralph integration path ## Review Mode (`--review`) `--review` is a reviewer-only pass after cleanup work is drafted. It exists to preserve explicit writer/reviewer separation for anti-slop work. - **Writer pass**: make the cleanup changes with behavior locked by tests. - **Reviewer pass**: inspect the cleanup plan, changed files, and verification evidence. - The same pass must not both write and self-approve high-impact cleanup without a separate review step. In review mode: 1. Do **not** start by editing files. 2. Review the cleanup plan, changed files, and regression coverage. 3. Check specifically for: - leftover dead code or unused exports - duplicate logic that should have been consolidated - needless wrappers or abstractions that still blur boundaries - missing tests or weak verification for preserved behavior - cleanup that appears to have changed behavior without intent 4. Produce a reviewer verdict with required follow-ups. 5. Hand needed changes back to a separate writer pass instead of fixing and approving in one step. ## Workflow 1. **Protect current behavior first** - Identify what must stay the same. - Add or run the narrowest regression tests needed before editing. - If tests cannot come first, record the verif