bjcoombs/ai-native-toolkit · skills/deslop/SKILL.md

deslop skillA

deslop is agent-read markdown (skill) from bjcoombs/ai-native-toolkit: Detect and remove the telltale signs of AI-generated 'slop' from any written text - articles, reports, emails, essays, bios, marketing copy, documentation, encyclopedia entries, or anything meant to read as if a thoughtful human wrote it. Apply silently as a quality gate before finalizing substantial prose, and explicitly when asked to clean a draft. TRIGGER when the user says 'make this sound less like AI', 'remove the AI tells', 'de-slop this', 'check if this reads as AI-written', 'make it sou.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add bjcoombs/ai-native-toolkit/deslop@git:20260603.848fcea
Exact content
mdr add bjcoombs/ai-native-toolkit/deslop@sha256:89f695dff892b1bf

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_tmyv5h2bzeywl5xt.svg)](https://markdownregistry.com/a/art_tmyv5h2bzeywl5xt)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260603.848fcea latest2026-06-03 848fcea 10,345 BA view · diff
git:20260529.1cf7e172026-05-29 1cf7e17 9,475 BA view · diff
git:20260529.98dae7f2026-05-29 98dae7f 9,495 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (10345 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

GitHub

bjcoombs/ai-native-toolkit · 30 stars · license Apache-2.0 · pushed 2026-09-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_tmyv5h2bzeywl5xt
GET https://markdownregistry.com/api/v1/resolve?ref=bjcoombs/ai-native-toolkit/deslop
GET https://markdownregistry.com/api/v1/blob/89f695dff892b1bfd58c79296bf593e9ae88e5682f5e80c3c3d8c2908476553c

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.