remove-ai-slops SKILL.md skillA
remove-ai-slops from code-yeongyu/oh-my-openagent is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add code-yeongyu/oh-my-openagent/remove-ai-slops@git:20261031.b0991a6Pins git:20261031.b0991a6 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- code-yeongyu/oh-my-openagent
- Path
packages/shared-skills/skills/remove-ai-slops/SKILL.md- Versions recorded
- 12
- Latest version
- git:20261031.b0991a6, committed Oct 31, 2026
- First version recorded
- Jun 4, 2026
- Size
- 27,103 bytes
- Repository stars
- 70,648
- License
- a license file GitHub does not identify
Removes AI-generated code smells from branch changes or an explicit file list behind regression tests, including junk tests (prose pins, source greps, copied inventories, mock echoes), each proven by its class's rule before a cut. Use when the user asks to clean up, deslop, remove AI-slop patterns, or prune tests from recent changes.
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
# Remove AI Slops Skill ## Inputs - **Default scope**: branch diff vs `merge-base main` (no arguments needed) - **Optional scope**: explicit file list passed by the caller (e.g., a Ralph workflow's changed-files set) ## What this skill does Cleans AI-generated slop from a bounded set of changed files while strictly preserving behavior. Locks behavior with regression tests first, then runs a categorized multi-pass cleanup, then verifies with quality gates and a critical review. Reverts and direct-edits when verification fails. The core safety invariant: **behavior is locked by green tests before a single line is removed**. A checklist alone is not safety; a passing regression test is. --- ## Categories (what counts as slop) The agent looks for these ten categories. The first three are stylistic, the next three are structural, the next two are about hidden cost, the ninth is tests, and the last is size. ### Stylistic 1. **Obvious comments** — comments restating code, trivial docstrings, section dividers, commented-out code, vague TODOs/Notes. - KEEP: comments explaining WHY (business logic, edge cases, workarounds), ticket links, regex/algorithm explanations. …
Read the whole file at its exact version.
How to install
mdr add code-yeongyu/oh-my-openagent/remove-ai-slops@sha256:27c7405fa549140eThe line at the top of this page pins the label git:20261031.b0991a6, 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_bkxll5flnldrm5dv)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 12 versions of this file, between Jun 4, 2026 and Oct 31, 2026, about one every 14 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261031.b0991a6 latest | 2026-10-31 | b0991a6 | 27,103 B | A | view · diff |
| git:20261031.d0d8c74 | 2026-10-31 | d0d8c74 | 26,940 B | A | view · diff |
| git:20261031.f49050d | 2026-10-31 | f49050d | 26,150 B | A | view · diff |
| git:20261031.91d7782 | 2026-10-31 | 91d7782 | 26,059 B | A | view · diff |
| git:20261031.7b6449f | 2026-10-31 | 7b6449f | 25,717 B | A | view · diff |
| git:20260929.9a41ccb | 2026-09-29 | 9a41ccb | 21,504 B | A | view · diff |
| git:20260920.64ca513 | 2026-09-20 | 64ca513 | 21,476 B | A | view · diff |
| git:20260904.2790172 | 2026-09-04 | 2790172 | 21,456 B | A | view · diff |
| git:20260711.2163b55 | 2026-07-11 | 2163b55 | 22,074 B | A | view · diff |
| git:20260701.5b23476 | 2026-07-01 | 5b23476 | 21,593 B | A | view · diff |
| git:20260609.bd7a883 | 2026-06-09 | bd7a883 | 18,888 B | A | view · diff |
| git:20260604.a339efd | 2026-06-04 | a339efd | 18,991 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 (27103 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
code-yeongyu/oh-my-openagent · 70,648 stars · license a license file GitHub does not identify · pushed 2026-11-03 · branch dev
API
GET https://markdownregistry.com/api/v1/artifacts/art_bkxll5flnldrm5dv GET https://markdownregistry.com/api/v1/resolve?ref=code-yeongyu/oh-my-openagent/remove-ai-slops GET https://markdownregistry.com/api/v1/blob/27c7405fa549140e2db2bee3ed5392ab9fca83ab4b406d444b554bfe99157097
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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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