ai-slop-cleaner SKILL.md skillA
ai-slop-cleaner from naimkatiman/continuous-improvement is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add naimkatiman/continuous-improvement/ai-slop-cleaner@git:20260906.bface5cPins git:20260906.bface5c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- naimkatiman/continuous-improvement
- Path
third-party/oh-my-claudecode/skills/ai-slop-cleaner/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260906.bface5c, committed Sep 6, 2026
- First version recorded
- May 3, 2026
- Size
- 7,425 bytes
- Repository stars
- 9
- License
- MIT
Clean AI-generated code slop with a regression-safe, deletion-first workflow and optional reviewer-only mode.
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 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. …
Read the whole file at its exact version.
How to install
mdr add naimkatiman/continuous-improvement/ai-slop-cleaner@sha256:266ed0e1f36214b8The line at the top of this page pins the label git:20260906.bface5c, 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_xlhrjoao2qazoewn)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between May 3, 2026 and Sep 6, 2026, about one every 127 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260906.bface5c latest | 2026-09-06 | bface5c | 7,425 B | A | view · diff |
| git:20260503.16cdfd3 | 2026-05-03 | 16cdfd3 | 6,156 B | A | view |
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 (7425 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
naimkatiman/continuous-improvement · 9 stars · license MIT · pushed 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_xlhrjoao2qazoewn GET https://markdownregistry.com/api/v1/resolve?ref=naimkatiman/continuous-improvement/ai-slop-cleaner GET https://markdownregistry.com/api/v1/blob/266ed0e1f36214b844dcba4a1c2f6b82dadfc48d09a0cfffe348f7353db77d2c
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.
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