stss SKILL.md skillA

stss from lennney/stop-that-shit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add lennney/stop-that-shit/stss@git:20261027.f9dd970

Pins git:20261027.f9dd970 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
lennney/stop-that-shit
Path
codex-plugin/skills/stss/SKILL.md
Versions recorded
1
Latest version
git:20261027.f9dd970, committed Oct 27, 2026
Size
4,694 bytes
Repository stars
3,722
License
MIT

Reduce defensive disclaimers, stacked hedging, and self-protective narration when drafting, rewriting, or auditing proposals, articles, case studies, captions, and other reader-facing prose. Use when defensive wording is requested for review or appears in a draft, including wording the assistant adds. Preserve meaningful limits; do not perform general style cleanup or ordinary code work.

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

# Stop That Shit Slop

别再废话。

Make the point without writing for an imaginary critic. Preserve limitations that change what the reader understands or decides.

## Stay in scope

Reduce defensive wording in reader-facing prose, including captions and introductions. Do not classify text as AI-written, promise to remove an "AI voice," humanize unrelated prose, or perform a general style cleanup.

Judge sentences by their reader use, including sentences introduced during drafting. A request to describe a project's evolution calls for that history; it does not by itself call for an account of how the article's sources were checked.

## Select the mode

- `rewrite`: Return a tighter version. This is the default when the user provides text without a mode.
- `audit`: Identify defensive writing and propose the smallest useful fix. Do not rewrite the full text.

Follow an explicit mode. Infer the mode from the request only when none is given.

For a drafting request, create the requested artifact from the supplied material and apply the rewrite checks before returning it.

## Record the claims

Before editing, build a private Claim Ledger from the supplied material:

- facts and numbers;
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add lennney/stop-that-shit/stss@sha256:7c969f970a8b095b

The line at the top of this page pins the label git:20261027.f9dd970, 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_463b5eiyfcktr4mr.svg)](https://markdownregistry.com/a/art_463b5eiyfcktr4mr)

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

Versions

The registry has recorded 1 version of this file, committed on Oct 27, 2026.

versioncommittedcommitsizeaudit
git:20261027.f9dd970 latest2026-10-27 f9dd970 4,694 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (4694 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

lennney/stop-that-shit · 3,722 stars · license MIT · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_463b5eiyfcktr4mr
GET https://markdownregistry.com/api/v1/resolve?ref=lennney/stop-that-shit/stss
GET https://markdownregistry.com/api/v1/blob/7c969f970a8b095bdd857f7a2ee9c440c7a7ca64827354d42c18c3012521d00c

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.

More from lennney/stop-that-shit

stop-that-shit SKILL.md skill
lennney/stop-that-shit · codex-plugin/skills/stop-that-shit/SKILL.md · Complete requested work while preventing speculative defenses and scope creep. Use when considering extra hardening…
git:20261030.86c95f2 · audit A · 3,722 stars
stop-that-shit SKILL.md skill
lennney/stop-that-shit · skills/stop-that-shit/SKILL.md · Complete requested work while preventing speculative defenses and scope creep. Use when considering extra hardening…
git:20261030.86c95f2 · audit A · 3,722 stars
stss SKILL.md skill
lennney/stop-that-shit · skills/stss/SKILL.md · Reduce defensive disclaimers, stacked hedging, and self-protective narration when drafting, rewriting, or auditing…
git:20261003.20c0497 · audit A · 3,722 stars

Every file in lennney/stop-that-shit

Other files named stss

stss SKILL.md skill
lennney/stop-that-shit · skills/stss/SKILL.md · Reduce defensive disclaimers, stacked hedging, and self-protective narration when drafting, rewriting, or auditing…
git:20261003.20c0497 · audit A · 3,722 stars

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