zero-slop SKILL.md skillA

zero-slop from manavmishra/zeroslop is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

mdr add manavmishra/zeroslop/zero-slop@v2.12.26

Pins v2.12.26 in mdr.lock. Pin the fingerprint instead.

Audit grade

A, 17 of 17 checks passed

Kind

SKILL.md skill

Repository

manavmishra/zeroslop

Path

SKILL.md

Versions recorded

38

Latest version

v2.12.26, committed Oct 17, 2026

First version recorded

Sep 4, 2026

Size

64,803 bytes

Repository stars

143

License

MIT

Edit drafts into natural prose, inspect AI-sounding patterns, or review how a specified audience might respond passage by passage. Zero Slop runs inside the user's existing AI assistant with local tools that protect source details. Use for humanizing or de-slopping writing, polishing outward-facing prose, social drafts, final editorial checks, or an explicit simulated reader review. Preserve facts, voice and format; reader simulations are hypotheses, not human feedback.

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

# Zero Slop

A linter for the AI accent. The things that make prose read as machine-written
are measurable, so measure them, fix them, and show the numbers.

Zero Slop is a skill, not an AI model. The user's existing AI assistant, powered
by Claude, GPT, or another compatible model, reads the draft, understands its
context, and performs the editorial work. The bundled local tools handle
repeatable checks. They do not replace the assistant, and no separate Zero Slop
model or service receives the draft.

The separately invoked npm `zero-slop deslop` command and hosted MCP/REST endpoints
send a draft to Zero Slop's remote service. They are opt-in alternatives, not local
checks in this workflow. Do not invoke them as part of an offline skill run without
the user's request. The npm `score` command continues to run locally.

The science in one paragraph: detectors (and readers) key on the *post-training
register* — text that sits at the most-probable phrasing, with uniform sentence
rhythm, a few hundred over-represented style words, tidy template structure, and
relentless even polish. These signals live in the surface realization of the
…

Read the whole file at its exact version.

How to install

mdr add manavmishra/zeroslop/zero-slop@sha256:8b810577d88e8011

[![mdr](https://markdownregistry.com/badge/art_atb4wxnntp57q6sn.svg)](https://markdownregistry.com/a/art_atb4wxnntp57q6sn)

Versions

The registry has recorded 38 versions of this file, between Sep 4, 2026 and Oct 17, 2026, about one every day.

Audit of the latest version

Source

API

GET https://markdownregistry.com/api/v1/artifacts/art_atb4wxnntp57q6sn
GET https://markdownregistry.com/api/v1/resolve?ref=manavmishra/zeroslop/zero-slop
GET https://markdownregistry.com/api/v1/blob/8b810577d88e801194b1e52245d26f7991f2c11bab9f112b46ca3e77e7450294

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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