llms-full.txt@website/public llms.txt fileA

llms-full.txt@website/public from manavmishra/zeroslop is an llms.txt file: plain text a project publishes for AI models to read.

Install it, pinned
mdr add manavmishra/zeroslop/website/public/llms-full.txt@git:20261017.16785a6

Pins git:20261017.16785a6 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
llms.txt file
Repository
manavmishra/zeroslop
Path
website/public/llms-full.txt
Versions recorded
37
Latest version
git:20261017.16785a6, committed Oct 17, 2026
First version recorded
Aug 26, 2026
Size
4,386 bytes
Repository stars
143
License
MIT

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 product reference

Canonical website: https://zero-slop.ai/
Source and documentation: https://github.com/manavmishra/ZeroSlop
Latest release: https://github.com/manavmishra/ZeroSlop/releases/latest
Current version: 2.12.26

## Direct answer

Zero Slop is a free, open-source AI writing humanizer and anti-slop checker. It identifies familiar AI writing patterns, rewrites the draft, and checks figures, names, quotes, links, code, tables, paths, and document structure against the original. Its local checker runs with Python's standard library and does not send the draft to a server.

Zero Slop is not an authorship detector. It evaluates the writing rather than claiming who or what wrote it.

## Install

`npx skills add manavmishra/ZeroSlop --global`

## Workflow

Zero Slop has seven editorial roles and two operational loops.

1. Editorial delivery moves the draft through a scorer, interpreter, rewriter, fact gate, copy desk, read-aloud editor, and verifier. These are separate jobs, not seven models.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add manavmishra/zeroslop/website/public/llms-full.txt@sha256:b5d1c6f55f81a3d4

The line at the top of this page pins the label git:20261017.16785a6, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_ng5jw7ss37b3ee6j.svg)](https://markdownregistry.com/a/art_ng5jw7ss37b3ee6j)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 37 versions of this file, between Aug 26, 2026 and Oct 17, 2026, about one every day.

versioncommittedcommitsizeaudit
git:20261017.16785a6 latest2026-10-17 16785a6 4,386 BA view · diff
git:20261015.4cb50322026-10-15 4cb5032 4,386 BA view · diff
git:20261014.d86a99d2026-10-14 d86a99d 4,386 BA view · diff
git:20261014.4feb8b42026-10-14 4feb8b4 4,386 BA view · diff
git:20261006.c8866bb2026-10-06 c8866bb 4,386 BA view · diff
git:20261005.7049a922026-10-05 7049a92 4,386 BA view · diff
git:20261004.7ec24d42026-10-04 7ec24d4 4,386 BA view · diff
git:20261004.ca1c3672026-10-04 ca1c367 4,386 BA view · diff
git:20261004.22adda82026-10-04 22adda8 4,386 BA view · diff
git:20261004.3d283562026-10-04 3d28356 4,386 BA view · diff
git:20261004.98f13032026-10-04 98f1303 4,386 BA view · diff
git:20261004.db9d2a42026-10-04 db9d2a4 4,386 BA view · diff
git:20261004.d158fd62026-10-04 d158fd6 4,386 BA view · diff
git:20260930.d0654642026-09-30 d065464 4,386 BA view · diff
git:20260922.e5ff3192026-09-22 e5ff319 4,386 BA view · diff
git:20260922.12e3b652026-09-22 12e3b65 4,386 BA view · diff
git:20260922.03a3b2b2026-09-22 03a3b2b 4,385 BA view · diff
git:20260922.dc5e6fc2026-09-22 dc5e6fc 4,385 BA view · diff
git:20260922.59d23c42026-09-22 59d23c4 4,385 BA view · diff
git:20260913.98e34b52026-09-13 98e34b5 4,385 BA view · diff
git:20260911.edf11c82026-09-11 edf11c8 4,385 BA view · diff
git:20260910.0d866032026-09-10 0d86603 4,385 BA view · diff
git:20260908.5ae04422026-09-08 5ae0442 4,385 BA view · diff
git:20260908.f07da522026-09-08 f07da52 4,385 BA view · diff
git:20260908.64fcdf72026-09-08 64fcdf7 4,385 BA view · diff
git:20260908.8957a7b2026-09-08 8957a7b 4,385 BA view · diff
git:20260908.1fceca52026-09-08 1fceca5 4,385 BA view · diff
git:20260908.c40de1b2026-09-08 c40de1b 4,385 BA view · diff
git:20260907.2e353e02026-09-07 2e353e0 4,385 BA view · diff
git:20260907.f227b152026-09-07 f227b15 4,385 BA view · diff
git:20260907.7e58b3f2026-09-07 7e58b3f 4,384 BA view · diff
git:20260906.568b7b22026-09-06 568b7b2 4,384 BA view · diff
git:20260906.1b35e622026-09-06 1b35e62 4,384 BA view · diff
git:20260827.37f838d2026-08-27 37f838d 4,384 BA view · diff
git:20260827.e0e4f412026-08-27 e0e4f41 3,701 BA view · diff
git:20260827.c6a54e92026-08-27 c6a54e9 3,625 BA view · diff
git:20260826.390414f2026-08-26 390414f 2,710 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (4386 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

manavmishra/zeroslop · 143 stars · license MIT · pushed 2026-10-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ng5jw7ss37b3ee6j
GET https://markdownregistry.com/api/v1/resolve?ref=manavmishra/zeroslop/website/public/llms-full.txt
GET https://markdownregistry.com/api/v1/blob/b5d1c6f55f81a3d4f9ab96fe54882ca2cebc7e7c1a6db9e7dc1238500c8fe5b2

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: how to add an llms.txt file to a website · which agent file does what.

More from manavmishra/zeroslop

AGENTS.md AGENTS.md file
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CLAUDE.md CLAUDE.md file
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v2.12.26 · audit A · 143 stars
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manavmishra/zeroslop · skills/zero-slop/SKILL.md · Edit drafts into natural prose, inspect AI-sounding patterns, or review how a specified audience might respond passage…
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llms.txt@website/public llms.txt file
manavmishra/zeroslop · website/public/llms.txt
git:20261017.16785a6 · audit A · 143 stars

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