awesome-slop-audit SKILL.md skillA
awesome-slop-audit from khasky/awesome-agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add khasky/awesome-agent-skills/awesome-slop-audit@git:20261019.a19c2a5Pins git:20261019.a19c2a5 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- khasky/awesome-agent-skills
- Path
skills/awesome-slop-audit/SKILL.md- Versions recorded
- 19
- Latest version
- git:20261019.a19c2a5, committed Oct 19, 2026
- First version recorded
- Aug 30, 2026
- Size
- 21,056 bytes
- Repository stars
- 30
- License
- MIT
Read-only audit of a repository for AI-slop markers in code, comments, tests, docs and CI, each verified against the code and ranked. Use when asked to find AI slop or machine-written code.
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 Audit This skill reads and reports. It never edits. Every fix its findings call for — the comment rewrite, the rename, the drift-pair unification, the CI template extraction — is executed by `awesome-code-cleanup`, which owns the editing bar, the behavior-preserving proof and the regression gate. Splitting it this way is what lets the catalog below range over docs and CI without a second skill rewriting the same line. A slop marker is anything that makes a reader think "a machine wrote this and nobody read it". Three classes, in descending order of harm: 1. Lies — statements the code disproves: a comment claiming "three use sites" over five, a README documenting a 15s default the code sets to 13s, a rationale explaining a mechanism that no longer exists. Highest value: these mislead the next reader every day they survive. 2. Noise — formulaic filler: narration comments, echo-JSDoc, banner rows, template comments stamped verbatim across sibling files, copy-pasted test strophes, an 8-step CI setup block pasted into 7 jobs. …
Read the whole file at its exact version.
How to install
mdr add khasky/awesome-agent-skills/awesome-slop-audit@sha256:cdeae6ed7b3d87f5The line at the top of this page pins the label git:20261019.a19c2a5, 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_vebczbacjznpg3nz)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 19 versions of this file, between Aug 30, 2026 and Oct 19, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261019.a19c2a5 latest | 2026-10-19 | a19c2a5 | 21,056 B | A | view · diff |
| git:20261018.a4259a5 | 2026-10-18 | a4259a5 | 21,102 B | A | view · diff |
| git:20261010.3b37a6b | 2026-10-10 | 3b37a6b | 21,127 B | A | view · diff |
| git:20261010.d665010 | 2026-10-10 | d665010 | 20,937 B | A | view · diff |
| git:20260925.eca990b | 2026-09-25 | eca990b | 19,496 B | A | view · diff |
| git:20260925.d850440 | 2026-09-25 | d850440 | 19,596 B | A | view · diff |
| git:20260922.c030070 | 2026-09-22 | c030070 | 20,007 B | A | view · diff |
| git:20260918.de12e6b | 2026-09-18 | de12e6b | 17,398 B | A | view · diff |
| git:20260918.73a7465 | 2026-09-18 | 73a7465 | 17,362 B | A | view · diff |
| git:20260918.35adc9c | 2026-09-18 | 35adc9c | 16,640 B | A | view · diff |
| git:20260912.33abc13 | 2026-09-12 | 33abc13 | 14,997 B | A | view · diff |
| git:20260912.e5449eb | 2026-09-12 | e5449eb | 15,255 B | A | view · diff |
| git:20260910.ad72ad4 | 2026-09-10 | ad72ad4 | 14,709 B | A | view · diff |
| git:20260908.9485d68 | 2026-09-08 | 9485d68 | 14,785 B | A | view · diff |
| git:20260905.ee7dfc5 | 2026-09-05 | ee7dfc5 | 13,895 B | A | view · diff |
| git:20260903.6397158 | 2026-09-03 | 6397158 | 13,774 B | A | view · diff |
| git:20260903.c505551 | 2026-09-03 | c505551 | 13,970 B | A | view · diff |
| git:20260831.2b780d4 | 2026-08-31 | 2b780d4 | 14,651 B | A | view · diff |
| git:20260830.5b9b9d2 | 2026-08-30 | 5b9b9d2 | 14,455 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 (21056 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
khasky/awesome-agent-skills · 30 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vebczbacjznpg3nz GET https://markdownregistry.com/api/v1/resolve?ref=khasky/awesome-agent-skills/awesome-slop-audit GET https://markdownregistry.com/api/v1/blob/cdeae6ed7b3d87f5ad892b22774eb013c70320810e2e1928e53459251a0d21e7
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.