deslop SKILL.md skillA
deslop from understudylabs/orchestra-agent-tools is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add understudylabs/orchestra-agent-tools/deslop@git:20260812.510c636Pins git:20260812.510c636 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- understudylabs/orchestra-agent-tools
- Path
skills/deslop/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260812.510c636, committed Aug 12, 2026
- Size
- 8,367 bytes
- Repository stars
- 19
- License
- MIT
Use when a user asks to "deslop", "de-AI", "make it sound human", remove AI patterns or tropes, clean up AI writing, review prose for authenticity, or draft substantial natural-sounding prose. Applies to papers, articles, memos, reports, newsletters, cover letters, and other edited writing.
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
# Deslop: Remove AI Writing Patterns from Prose Strip predictable AI patterns from writing. Make prose sound like a specific human wrote it, not like a language model generated it. ## Safety Gates Preserve the author's meaning, factual claims, citations, uncertainty, and voice. Do not invent sources, evidence, quotations, or personal experiences to make prose feel human. Flag a claim that needs verification instead of quietly strengthening, weakening, or deleting it. ## When to Apply - Any request to "make it sound human" or "deslop" writing - Any prose (articles, blog posts, essays, memos, newsletters, reports) or scientific writing (manuscripts, abstracts, cover letters, grant narratives, discussion sections, peer review responses) where the user wants it to sound natural rather than AI-generated - Editing or revising existing text where the user wants it to sound natural rather than AI-generated - Reviewing text for AI tells ## Core Rules ### 1. Cut filler phrases …
Read the whole file at its exact version.
How to install
mdr add understudylabs/orchestra-agent-tools/deslop@sha256:e575c03cb1c48baaThe line at the top of this page pins the label git:20260812.510c636, 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_klki5oh2ca36wonx)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 12, 2026.
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 (8367 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
understudylabs/orchestra-agent-tools · 19 stars · license MIT · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_klki5oh2ca36wonx GET https://markdownregistry.com/api/v1/resolve?ref=understudylabs/orchestra-agent-tools/deslop GET https://markdownregistry.com/api/v1/blob/e575c03cb1c48baa5cea4e665b22927396d11e727396ba6b44850dba71be607f
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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