slop-audit SKILL.md skillA
slop-audit from mangowhoiscloud/geode is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add mangowhoiscloud/geode/slop-audit@git:20260824.257cc41Pins git:20260824.257cc41 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- mangowhoiscloud/geode
- Path
.geode/skills/slop-audit/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260824.257cc41, committed Aug 24, 2026
- First version recorded
- Jul 13, 2026
- Size
- 3,822 bytes
- Repository stars
- 15
- License
- Apache-2.0
6-lens diagnostic slop audit — unused imports, dead private fns, duplicate signatures, abandoned TODOs, lint bypass markers, stale refs.
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
# Slop Prevention Audit Recurring 6-lens scan of `core/` / `evals/` / `evolve/` / `scripts/` to catch the patterns that accumulate during long PR sequences and rot codebase health when nobody is grepping for them. ## When to run - **Per session, before the final PR merges.** Catches inline duplicates and dead-helper candidates introduced during a sprint. - **After a large refactor / removal PR.** Surfaces stale references to the removed feature in unrelated files. - **Before promotion.** Use it to find review candidates; its counts do not decide promotion. ## The 6 lenses | # | Lens | What it surfaces | Severity tier | |---|------|------------------|---------------| | 1 | `unused_imports` | `ruff F401` — module imports never referenced. | warning | | 2 | `dead_private_functions` | `def _foo(...)` with zero in-file callers. | warning if >10 | | 3 | `duplicate_signatures` | Same function name defined in ≥3 files (lift-to-helper signal). | info | | 4 | `abandoned_todos` | `TODO/FIXME/XXX` without owner `(name)` or `YYYY-MM-DD` date. | warning if >5 | | 5 | `lint_bypass_markers` | `# noqa` + `# type: ignore` count. | info | …
Read the whole file at its exact version.
How to install
mdr add mangowhoiscloud/geode/slop-audit@sha256:821cc46b984b3386The line at the top of this page pins the label git:20260824.257cc41, 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_zzz6jfgyghrdtbek)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 13, 2026 and Aug 24, 2026, about one every 11 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260824.257cc41 latest | 2026-08-24 | 257cc41 | 3,822 B | A | view · diff |
| git:20260824.231f8ba | 2026-08-24 | 231f8ba | 3,514 B | A | view · diff |
| git:20260819.789a6b6 | 2026-08-19 | 789a6b6 | 3,508 B | A | view · diff |
| git:20260819.c4b7252 | 2026-08-19 | c4b7252 | 3,599 B | A | view · diff |
| git:20260713.7556622 | 2026-07-13 | 7556622 | 3,689 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 (3822 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
mangowhoiscloud/geode · 15 stars · license Apache-2.0 · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_zzz6jfgyghrdtbek GET https://markdownregistry.com/api/v1/resolve?ref=mangowhoiscloud/geode/slop-audit GET https://markdownregistry.com/api/v1/blob/821cc46b984b3386dbba1c4e9395ffb88fed1920a4fa7565f0402fe4259e6bae
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.