ai-slop-cleaner SKILL.md skillA
ai-slop-cleaner from zereight/gitlab-mcp is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add zereight/gitlab-mcp/ai-slop-cleaner@git:20260412.9d9ce51Pins git:20260412.9d9ce51 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- zereight/gitlab-mcp
- Path
.github/skills/ai-slop-cleaner/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260412.9d9ce51, committed Apr 12, 2026
- Size
- 1,443 bytes
- Repository stars
- 2,059
- License
- MIT
Clean AI-generated code slop with regression-safe workflow. Activate when user says: deslop, anti-slop, AI slop, cleanup slop, clean up this code, remove bloat.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# AI Slop Cleaner Clean AI-generated code slop without changing behavior. Deletion-first workflow with regression safety. ## When to Use - Code that works but feels bloated, repetitive, or over-abstracted - Duplicate logic, dead code, wrapper layers, boundary leaks - `--review` for reviewer-only mode (no changes, just findings) ## When NOT to Use - New feature build or product change - Broad redesign - Behavior is unclear and untestable ## Principles - Preserve behavior unless explicitly asked for changes - Delete before refactoring — removal is safest - Scope-bounded: only clean what was specified - Regression-safe: verify tests pass after every change ## Slop Signals - Unnecessary wrapper functions - Duplicated logic across files - Over-abstracted single-use helpers - Dead code / unreachable branches - Excessive comments restating obvious code - Premature abstractions (used only once) ## Workflow 1. Identify target files/scope 2. Run existing tests (baseline) 3. Apply deletions first (dead code, unused imports) 4. Simplify remaining code (reduce nesting, merge duplicates) 5. Re-run tests after each change 6. Report what was cleaned and verification results
Read the whole file at its exact version.
How to install
mdr add zereight/gitlab-mcp/ai-slop-cleaner@sha256:430910f1420536efThe line at the top of this page pins the label git:20260412.9d9ce51, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_kvmfxdkk57vficer)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Apr 12, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (1443 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
zereight/gitlab-mcp · 2,059 stars · license MIT · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_kvmfxdkk57vficer GET https://markdownregistry.com/api/v1/resolve?ref=zereight/gitlab-mcp/ai-slop-cleaner GET https://markdownregistry.com/api/v1/blob/430910f1420536ef14281ce09787c291aed6b2589e008e48c9868423da94813d
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
More from zereight/gitlab-mcp
Every file in zereight/gitlab-mcp